Algoritmi | User | Joaquín Torres-Sospedra

Joaquín Torres-Sospedra

Joaquín Torres-Sospedra

At Algoritmi

Researcher with PhD

Member of the CCPM R&D Group

Academic Degree

PhD

Current Position

Other at Outra

Personal Webpage

Personal Email

jtorres@algoritmi.uminho.pt

Orcid

0000-0003-4338-4334

Researcher ID

FCT Public Key

Ciência ID

F212-067F-109F

Google Scholar

h-index

Publications

Editorial

Citations

Q1 / Q2

0

About Me



EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets

IEEE Transactions on Mobile Computing

2024 | journal-article

Analysis and Impact of Training Set Size in Cross-Subject Human Activity Recognition

2024 | book-chapter

Industrial Environment Multi-Sensor Dataset for Vehicle Indoor Tracking with Wi-Fi, Inertial and Odometry Data

Data

2023 | journal-article

L/F-CIPS: Collaborative Indoor Positioning for Smartphones With Lateration and Fingerprinting

IEEE Sensors Journal

2023 | journal-article

Influence of Measured Radio Map Interpolation on Indoor Positioning Algorithms

IEEE Sensors Journal

2023 | journal-article

Accuracy of a Single Position Estimate for kNN-Based Fingerprinting Indoor Positioning Applying Error Propagation Theory

IEEE Sensors Journal

2023 | journal-article

Maximizing privacy and security of collaborative indoor positioning using zero-knowledge proofs

Internet of Things

2023 | journal-article

Scalable and Efficient Clustering for Fingerprint-Based Positioning

IEEE Internet of Things Journal

2023 | journal-article

Signal Processing and Machine Learning for Smart Sensing Applications

Sensors

2023 | journal-article

Asynchronous time-based architecture proposal for the positioning of UAVs for indoor TV filming

Proceedings of the 2023 13th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2023

2023 | conference-paper

Autoencoder Extreme Learning Machine for Fingerprint-Based Positioning: A Good Weight Initialization is Decisive

IEEE Journal of Indoor and Seamless Positioning and Navigation

2023 | journal-article

TUJI1 Dataset: Multi-Device Dataset for Indoor Localization with High Measurement Density

SSRN

2023 | other

UJI Probes Revisited: Deeper Dive Into the Dataset of Wi-Fi Probe Requests

IEEE Journal of Indoor and Seamless Positioning and Navigation

2023 | journal-article

UJI Probes: Dataset of Wi-Fi Probe Requests

arXiv

2023 | other

Advances in Indoor Positioning and Indoor Navigation

Sensors

2022 | journal-article

Comprehensive Analysis of Applied Machine Learning in Indoor Positioning Based on Wi-Fi: An Extended Systematic Review

Sensors

2022 | journal-article

Mobile device-based Bluetooth Low Energy Database for range estimation in indoor environments

Scientific Data

2022 | journal-article

Measurements of User and Sensor Data from the Internet of Things (IoT) Devices

Data

2022 | journal-article

Applications and Innovations on Sensor-Enabled Wearable Devices

Sensors

2022 | journal-article

Guest Editorial Special Issue on Advanced Sensors and Sensing Technologies for Indoor Positioning and Navigation

IEEE Sensors Journal

2022 | journal-article

A Collaborative Approach Using Neural Networks for BLE-RSS Lateration-Based Indoor Positioning

Proceedings of the International Joint Conference on Neural Networks

2022 | conference-paper

A Collaborative Approach Using Neural Networks for BLE-RSS Lateration-Based Indoor Positioning

ArXiv

2022 | journal-article

A Collaborative Approach Using Neural Networks for BLE-RSS Lateration-Based Indoor Positioning

arXiv

2022 | other

Accurate and Efficient Wi-Fi Fingerprinting-Based Indoor Positioning in Large Areas

VTC2005-FALL IEEE VEHICULAR TECHNOLOGY CONFERENCE, 1-4, PROCEEDINGS

2022 | journal-article

D2D-Based Cooperative Positioning Paradigm for Future Wireless Systems: A Survey

IEEE Sensors Journal

2022 | journal-article

Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets

Proceedings - IEEE International Conference on Mobile Data Management

2022 | conference-paper

Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets

ArXiv

2022 | journal-article

Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets

arXiv

2022 | other

Efficient tuning of k NN hyperparameters for indoor positioning with N-TBEA

International Congress on Ultra Modern Telecommunications and Control Systems and Workshops

2022 | conference-paper

Environment-Aware Regression for Indoor Localization Based on WiFi Fingerprinting

IEEE Sensors Journal

2022 | journal-article

Exploration of User Privacy in 802.11 Probe Requests with MAC Address Randomization Using Temporal Pattern Analysis

ArXiv

2022 | journal-article

Exploration of User Privacy in 802.11 Probe Requests with MAC Address Randomization Using Temporal Pattern Analysis

arXiv

2022 | other

GetSensorData: An extensible Android-based application for multi-sensor data registration

SoftwareX

2022 | journal-article

Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification

Proceedings of International Conference on Localization and Gnss (Icl-Gnss)

2022 | journal-article

Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification

ArXiv

2022 | journal-article

Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification

arXiv

2022 | other

Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification

arXiv

2022 | other

LoRaWAN Fingerprinting with K-Means: the Relevance of Clusters Visual Inspection

CEUR Workshop Proceedings

2022 | conference-paper

Off-Line Evaluation of Indoor Positioning Systems in Different Scenarios: The Experiences from IPIN 2020 Competition

IEEE Sensors Journal

2022 | journal-article

SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning

12th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2022

2022 | conference-paper

SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning

ArXiv

2022 | journal-article

SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning

arXiv

2022 | other

Towards Accelerated Localization Performance Across Indoor Positioning Datasets

International Conference on Localization and GNSS (ICL-GNSS)

2022 | conference-paper

Towards Accelerated Localization Performance Across Indoor Positioning Datasets

ArXiv

2022 | journal-article

Towards Accelerated Localization Performance Across Indoor Positioning Datasets

arXiv

2022 | other

Towards Accelerated Localization Performance Across Indoor Positioning Datasets

arXiv

2022 | other

TrackInFactory: A Tight Coupling Particle Filter for Industrial Vehicle Tracking in Indoor Environments

IEEE Transactions on Systems, Man, and Cybernetics: Systems

2022 | journal-article

What Your Wearable Devices Revealed About You and Possibilities of Non-Cooperative 802.11 Presence Detection During Your Last IPIN Visit

ArXiv

2022 | journal-article

What Your Wearable Devices Revealed About You and Possibilities of Non-Cooperative 802.11 Presence Detection During Your Last IPIN Visit

arXiv

2022 | other

What Your Wearable Devices Revealed about You and Possibilities of Non-Cooperative 802.11 Presence Detection during Your Last IPIN Visit

12th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2022

2022 | conference-paper

Cloud Platforms for Context-Adaptive Positioning and Localisation in GNSS-Denied Scenarios—A Systematic Review

Sensors

2021 | journal-article

Data from Smartphones and Wearables

Data

2021 | journal-article

Process Model Metrics for Quality Assessment of Computer-Interpretable Guidelines in PROforma

Applied Sciences

2021 | journal-article

Discovering location based services: A unified approach for heterogeneous indoor localization systems

Internet of Things

2021 | journal-article

A Comparative Study in the Standardization of IoT Devices Using Geospatial Web Standards

IEEE Sensors Journal

2021 | journal-article

A Lateration Method based on Effective Combinatorial Beacon Selection for Bluetooth Low Energy Indoor Positioning

International Conference on Wireless and Mobile Computing, Networking and Communications

2021 | conference-paper

A Low-Cost Control Occupancy Solution Using a Time-of-Flight Ranging Sensor Laser

CEUR Workshop Proceedings

2021 | conference-paper

A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges

Computer Networks

2021 | journal-article

Affinity Propagation Clustering for Older Adults Daily Routine Estimation

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Anonymous attribute-based credentials in collaborative indoor positioning systems

Proceedings of the 18th International Conference on Security and Cryptography, SECRYPT 2021

2021 | conference-paper

Beyond Euclidean Distance for Error Measurement in Pedestrian Indoor Location

IEEE Transactions on Instrumentation and Measurement

2021 | journal-article

Collaborative indoor positioning systems: A systematic review

Sensors (Switzerland)

2021 | journal-article

Dioptra - A Data Generation Application for Indoor Positioning Systems

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Ensembling Multiple Radio Maps with Dynamic Noise in Fingerprint-based Indoor Positioning

IEEE Vehicular Technology Conference

2021 | conference-paper

Finding Optimal BLE Configuration for Indoor Positioning with Consumption Restrictions

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Lightweight Wi-Fi Fingerprinting with a Novel RSS Clustering Algorithm

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Local-level Analysis of Positioning Errors in Wi-Fi Fingerprinting

IEEE Vehicular Technology Conference

2021 | conference-paper

New trends in indoor positioning based on WiFi and machine learning: A systematic review

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

New trends in indoor positioning based on WiFi and machine learning: A systematic review

arXiv

2021 | other

New trends in indoor positioning based on WiFi and machine learning: A systematic review

arXiv

2021 | other

Optimal Receivers Location for Passive Indoor Positioning based on BLE

CEUR Workshop Proceedings

2021 | conference-paper

Preface

CEUR Workshop Proceedings

2021 | conference-paper

Quantifying the Degradation of Radio Maps in Wi-Fi Fingerprinting

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Revisiting the Analysis of Hyperparameters in k-NN for Wi-Fi and BLE Fingerprinting: Current Status and General Results

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Smartphone Distance Estimation Based on RSSI-Fuzzy Classification Approach

International Conference on Localization and GNSS (ICL-GNSS)

2021 | conference-paper

Towards Ubiquitous Indoor Positioning: Comparing Systems across Heterogeneous Datasets

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Towards ubiquitous indoor positioning: Comparing systems across heterogeneous datasets

arXiv

2021 | other

Transfer Learning for Convolutional Indoor Positioning Systems

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

2020 international conference on localization and GNSS (ICL-GNSS) WiP proceedings

CEUR Workshop Proceedings

2020 | conference-paper

A Comprehensive and Reproducible Comparison of Clustering and Optimization Rules in Wi-Fi Fingerprinting

IEEE Transactions on Mobile Computing

2020 | journal-article

Analysis of received signal strength quantization in fingerprinting localization

Sensors (Switzerland)

2020 | journal-article

Development of an open sensorized platform in a smart agriculture context: A vineyard support system for monitoring mildew disease

Sustainable Computing: Informatics and Systems

2020 | journal-article

Development of an open sensorized platform in a smart agriculture context: A vineyard support system for monitoring mildew disease

Sustainable Computing: Informatics and Systems

2020 | journal-article

Erratum: New trends in using augmented reality apps for smart city contexts (ISPRS International Journal of Geo-Information (2018) 7 (478) DOI: 10.3390/ijgi7120478)

ISPRS International Journal of Geo-Information

2020 | journal-article

Improving DBSCAN for Indoor Positioning Using Wi-Fi Radio Maps in Wearable and IoT Devices

International Congress on Ultra Modern Telecommunications and Control Systems and Workshops

2020 | conference-paper

Multi-slot BLE raw database for accurate positioning in mixed indoor/outdoor environments

Data

2020 | journal-article

New Cluster Selection and Fine-grained Search for k-Means Clustering and Wi-Fi Fingerprinting

2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings

2020 | conference-paper

Privacy in Indoor Positioning Systems: A Systematic Review

2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings

2020 | conference-paper

RSS Fingerprinting Dataset Size Reduction Using Feature-Wise Adaptive k-Means Clustering

International Congress on Ultra Modern Telecommunications and Control Systems and Workshops

2020 | conference-paper

Sensor fusion and well-conditioned triangle approach for BLE-based indoor positioning

CEUR Workshop Proceedings

2020 | conference-paper

Support vector regression machine learning tool to predict GNSS clock corrections in real-time PPP technique

CEUR Workshop Proceedings

2020 | conference-paper

The IPIN 2019 Indoor Localisation Competition-Description and Results

IEEE Access

2020 | journal-article

A meta-review of indoor positioning systems

Sensors (Switzerland)

2019 | journal-article

A statistical approach for studying the spatio-temporal distribution of geolocated tweets in urban environments

Sustainability (Switzerland)

2019 | journal-article

An occupancy simulator for a smart parking system: Developmental design and experimental considerations

ISPRS International Journal of Geo-Information

2019 | journal-article

BLE RSS measurements dataset for research on accurate indoor positioning

Data

2019 | journal-article

Challenges of Fingerprinting in Indoor Positioning and Navigation

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences, and Technology Roadmap

2019 | journal-article

Combining satellite images and cadastral information for outdoor autonomousmapping and navigation: A proof-of-concept study in citric groves

Algorithms

2019 | journal-article

Evaluating Indoor Positioning Systems in a Shopping Mall: The Lessons Learned from the IPIN 2018 Competition

IEEE Access

2019 | journal-article

Exploiting Different Combinations of Complementary Sensor's data for Fingerprint-based Indoor Positioning in Industrial Environments

International Conference on Indoor Positioning and Indoor Navigation (IPIN)

2019 | conference-paper

Exploiting different combinations of complementary sensor's data for fingerprint-based indoor positioning in industrial environments

2019 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2019

2019 | conference-paper

Improving RF fingerprinting methods by means of D2D communication protocol

Electronics (Switzerland)

2019 | journal-article

Indoor Positioning and Fingerprinting: The R Package ipft

The R Journal

2019 | journal-article

Indoor positioning and fingerprinting: The R package ipft

R Journal

2019 | journal-article

IndoorLoc Platform: A Web Tool to Support the Comparison of Indoor Positioning Systems

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences, and Technology Roadmap

2019 | journal-article

Lessons Learned in Generating Ground Truth for Indoor Positioning Systems Based on Wi-Fi Fingerprinting

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences, and Technology Roadmap

2019 | journal-article

Machine learning applied to wi-fi fingerprinting: The experiences of the ubiqum challenge

2019 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2019

2019 | conference-paper

Survey on indoor map standards and formats

2019 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2019

2019 | conference-paper

Tools for smartphone multi-sensor data registration and GT mapping for positioning applications

2019 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2019

2019 | conference-paper

A New Methodology for Long-Term Maintenance of WiFi Fingerprinting Radio Maps

IPIN 2018 - 9th International Conference on Indoor Positioning and Indoor Navigation

2018 | conference-paper

A radiosity-based method to avoid calibration for indoor positioning systems

Expert Systems with Applications

2018 | journal-article

Challenges of fingerprinting in indoor positioning and navigation

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences and Technology Roadmap

2018 | book

Characterising the Alteration in the AP Distribution with the RSS Distance and the Position Estimates

IPIN 2018 - 9th International Conference on Indoor Positioning and Indoor Navigation

2018 | conference-paper

Geographical and fingerprinting data to create systems for indoor positioning and indoor/outdoor navigation: Challenges, experiences and technology roadmap

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences and Technology Roadmap

2018 | book

IndoorLoc platform: A web tool to support the comparison of indoor positioning systems

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences and Technology Roadmap

2018 | book

Lessons learned in generating ground truth for indoor positioning systems based on wi-fi fingerprinting

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences and Technology Roadmap

2018 | book-chapter

Locations selection for periodic radio map update in WiFi fingerprinting

Lecture Notes in Geoinformation and Cartography

2018 | conference-paper

Long-term WiFi fingerprinting dataset for research on robust indoor positioning

Data

2018 | journal-article

Magnetic Field as a Characterization of Wide and Narrow Spaces in a Real Challenging Scenario Using Dynamic Time Warping

IPIN 2018 - 9th International Conference on Indoor Positioning and Indoor Navigation

2018 | conference-paper

New trends in using augmented reality apps for smart city contexts

ISPRS International Journal of Geo-Information

2018 | journal-article

Off-line evaluation of mobile-centric indoor positioning systems: The experiences from the 2017 ipin competition

Sensors (Switzerland)

2018 | journal-article

Smart Outdoor Light Desktop Central Management System

IEEE Intelligent Transportation Systems Magazine

2018 | journal-article

A more realistic error distance calculation for indoor positioning systems accuracy evaluation

2017 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2017

2017 | conference-paper

A novel methodology to estimate a measurement of the inherent difficulty of an indoor localization radio map

2017 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2017

2017 | conference-paper

A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL-ETRI competition

Journal of Ambient Intelligence and Smart Environments

2017 | journal-article

An indoor positioning system based on wearables for ambient-assisted living

Sensors (Switzerland)

2017 | journal-article

Analysis of sources of large positioning errors in deterministic fingerprinting

Sensors (Switzerland)

2017 | journal-article

Comparing the performance of indoor localization systems through the EvAAL framework

Sensors (Switzerland)

2017 | journal-article

Deployment of an open sensorized platform in a smart city context

Future Generation Computer Systems

2017 | journal-article

In-home monitoring system based on WiFi fingerprints for ambient assisted living

Journal of Ambient Intelligence and Smart Environments

2017 | journal-article

IndoorLoc platform: A public repository for comparing and evaluating indoor positioning systems

2017 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2017

2017 | conference-paper

Multiple simultaneous Wi-Fi measurements in fingerprinting indoor positioning

2017 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2017

2017 | conference-paper

Situation goodness method for weighted centroid-based Wi-fi APs localization

Lecture Notes in Geoinformation and Cartography

2017 | conference-paper

The smartphone-based offline indoor location competition at IPIN 2016: Analysis and future work

Sensors (Switzerland)

2017 | journal-article

Wi-Fi crowdsourced fingerprinting dataset for indoor positioning

Data

2017 | journal-article

Ensembles of indoor positioning systems based on fingerprinting: Simplifying parameter selection and obtaining robust systems

2016 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2016

2016 | conference-paper

How feasible is WiFi fingerprint-based indoor positioning for in-home monitoring?

Proceedings - 12th International Conference on Intelligent Environments, IE 2016

2016 | conference-paper

Indoor positioning technologies for academic libraries: Towards the smart library,Tecnologías de posicionamiento en interiores al servicio de una biblioteca universitaria: Hacia la smart library

Profesional de la Informacion

2016 | journal-article

Magnetic field based indoor positioning using the Bag of Words paradigm

2016 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2016

2016 | conference-paper

Providing databases for different indoor positioning technologies: Pros and cons of magnetic field and Wi-Fi based positioning

Mobile Information Systems

2016 | journal-article

ATM-based analysis and recognition of handball team activities

Neurocomputing

2015 | journal-article

Comprehensive analysis of distance and similarity measures for Wi-Fi fingerprinting indoor positioning systems

Expert Systems with Applications

2015 | journal-article

Enhancing integrated indoor/outdoor mobility in a smart campus

International Journal of Geographical Information Science

2015 | journal-article

Evaluating indoor localization solutions in large environments through competitive benchmarking: The EvAAL-ETRI competition

2015 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2015

2015 | conference-paper

SEnviro: A sensorized platform proposal using open hardware and open standards

Sensors (Switzerland)

2015 | journal-article

Team activity recognition in Association Football using a Bag-of-Words-based method

Human Movement Science

2015 | journal-article

UJIIndoorLoc-Mag: A new database for magnetic field-based localization problems

2015 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2015

2015 | conference-paper

Assessment of clinical guideline models based on metrics for business process models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2014 | conference-paper

Two-stage procedure based on smoothed ensembles of neural networks applied to weed detection in orange groves

Biosystems Engineering

2014 | journal-article

UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems

IPIN 2014 - 2014 International Conference on Indoor Positioning and Indoor Navigation

2014 | conference-paper

Leveraging electronic healthcare record standards and semantic web technologies for the identification of patient cohorts

Journal of the American Medical Informatics Association

2013 | journal-article

A case study on agriture: Distributed HLA-based architecture for agricultural robotics

Advances in Intelligent and Soft Computing

2011 | conference-paper

A new HLA-based distributed control architecture for agricultural teams of robots in hybrid applications with real and simulated devices or environments

Sensors (Switzerland)

2011 | journal-article

A new approach to visual-based sensory system for navigation into orange groves

Sensors

2011 | journal-article

Improving boosting methods by generating specific training and validation sets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | conference-paper

Introducing reordering algorithms to classic well-known ensembles to improve their performance

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

Using Bagging and Cross-Validation to improve ensembles based on penalty terms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

VISUAL OUTDOOR PATH PLANNER FOR ORANGE GROVES BASED ON ENSEMBLES OF NEURAL NETWORKS

International Conference on Informatics in Control, Automation and Robotics

2011 | conference-paper

Visual outdoor path planner for orange groves based on ensembles of neural networks

ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics

2011 | conference-paper

Adding diversity in ensembles of neural networks by reordering the training set

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

Decision fusion on boosting ensembles

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

New results on combination methods for boosting ensembles

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | conference-paper

Researching on combining boosting ensembles

Proceedings of the International Joint Conference on Neural Networks

2008 | conference-paper

Researching on multi-net systems based on stacked generalization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | conference-paper

The mixture of neural networks as ensemble combiner

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

Averaged conservative boosting: Introducing a new method to build ensembles of neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | conference-paper

Designing a multilayer feedforward ensemble with the weighted conservative boosting algorithm

IEEE International Conference on Neural Networks - Conference Proceedings

2007 | conference-paper

Improving adaptive boosting with a relaxed equation to update the sampling distribution

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | conference-paper

Mixing aveboost and conserboost to improve boosting methods

IEEE International Conference on Neural Networks - Conference Proceedings

2007 | conference-paper

Stacking MF networks to combine the outputs provided by RBF networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

Adaptive boosting: Dividing the learning set to increase the diversity and performance of the ensemble

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

An experimental study on training radial basis functions by gradient descent

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Combining MF networks: A comparison among statistical methods and stacked generalization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | conference-paper

Designing a multilayer feedforward ensembles with cross validated boosting algorithm

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | conference-paper

Designing a new multilayer feedforward modular network for classification problems

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | conference-paper

Gradient descent and radial basis functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Improving adaptive boosting with k-cross-fold validation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | conference-paper

Improving the combination module with a neural network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Improving the expert networks of a modular multi-net system for pattern recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | conference-paper

Mixture of neural networks: Some experiments with the multilayer feedforward architecture

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

The mixture of neural networks adapted to multilayer feedforward architecture

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Training RBFs networks: A comparison among supervised and not supervised algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | conference-paper

Training radial basis functions by gradient descent

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | conference-paper

A comparison of combination methods for ensembles of RBF networks

Proceedings of the International Joint Conference on Neural Networks

2005 | conference-paper

A research on combination methods for ensembles of multilayer feedforward

Proceedings of the International Joint Conference on Neural Networks

2005 | conference-paper

Combination methods for ensembles of MF

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2005 | book

Combination methods for ensembles of MF

ARTIFICIAL NEURAL NETWORKS: FORMAL MODELS AND THEIR APPLICATIONS - ICANN 2005, PT 2, PROCEEDINGS

2005 | journal-article

Combination methods for ensembles of RBF networks

WSEAS Transactions on Circuits and Systems

2005 | journal-article

Combination methods for ensembles of RBFs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2005 | conference-paper

Combination methods for ensembles of RBFs

ARTIFICIAL NEURAL NETWORKS: FORMAL MODELS AND THEIR APPLICATIONS - ICANN 2005, PT 2, PROCEEDINGS

2005 | journal-article

Combination methods for ensembles of multilayer feedforward

WSEAS Transactions on Systems

2005 | journal-article

Ensembles of multilayer feedforward: A new comparison

WSEAS Transactions on Systems

2005 | journal-article

Ensembles of multilayer feedforward: Some new results

Lecture Notes in Computer Science

2005 | conference-paper

New experiments on ensembles of multilayer feedforward for classification problems

Proceedings of the International Joint Conference on Neural Networks

2005 | conference-paper

New results on ensembles of multilayer feedforward

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2005 | book

New results on ensembles of multilayer feedforward

ARTIFICIAL NEURAL NETWORKS: FORMAL MODELS AND THEIR APPLICATIONS - ICANN 2005, PT 2, PROCEEDINGS

2005 | journal-article

Classification by multilayer feedforward ensembles

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Ensembles of RBFs trained by gradient descent 1

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Experiments on ensembles of radial basis functions

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

2004 | conference-paper

First experiments on ensembles of radial basis functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Gradient descent training of radial basis functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Hyperspectral image classification by ensembles of multilayer feedforward networks

IEEE International Conference on Neural Networks - Conference Proceedings

2004 | conference-paper

Multilayer feedforward ensembles for classification problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Some experiments on ensembles of neural networks for hyperspectral image classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Some experiments on training radial basis functions by gradient descent

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Some experiments with ensembles of neural networks for classification of hyperspectral images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Training radial basis functions by gradient descent

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

2004 | conference-paper

Init End Change Value
Academic Degree
Category
Group CCPM
Member Type
Institution
Internal Member Type

EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets

IEEE Transactions on Mobile Computing

2024 | journal-article

Analysis and Impact of Training Set Size in Cross-Subject Human Activity Recognition

2024 | book-chapter

Industrial Environment Multi-Sensor Dataset for Vehicle Indoor Tracking with Wi-Fi, Inertial and Odometry Data

Data

2023 | journal-article

L/F-CIPS: Collaborative Indoor Positioning for Smartphones With Lateration and Fingerprinting

IEEE Sensors Journal

2023 | journal-article

Influence of Measured Radio Map Interpolation on Indoor Positioning Algorithms

IEEE Sensors Journal

2023 | journal-article

Accuracy of a Single Position Estimate for kNN-Based Fingerprinting Indoor Positioning Applying Error Propagation Theory

IEEE Sensors Journal

2023 | journal-article

Maximizing privacy and security of collaborative indoor positioning using zero-knowledge proofs

Internet of Things

2023 | journal-article

Scalable and Efficient Clustering for Fingerprint-Based Positioning

IEEE Internet of Things Journal

2023 | journal-article

Signal Processing and Machine Learning for Smart Sensing Applications

Sensors

2023 | journal-article

Asynchronous time-based architecture proposal for the positioning of UAVs for indoor TV filming

Proceedings of the 2023 13th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2023

2023 | conference-paper

Autoencoder Extreme Learning Machine for Fingerprint-Based Positioning: A Good Weight Initialization is Decisive

IEEE Journal of Indoor and Seamless Positioning and Navigation

2023 | journal-article

TUJI1 Dataset: Multi-Device Dataset for Indoor Localization with High Measurement Density

SSRN

2023 | other

UJI Probes Revisited: Deeper Dive Into the Dataset of Wi-Fi Probe Requests

IEEE Journal of Indoor and Seamless Positioning and Navigation

2023 | journal-article

UJI Probes: Dataset of Wi-Fi Probe Requests

arXiv

2023 | other

Advances in Indoor Positioning and Indoor Navigation

Sensors

2022 | journal-article

Comprehensive Analysis of Applied Machine Learning in Indoor Positioning Based on Wi-Fi: An Extended Systematic Review

Sensors

2022 | journal-article

Mobile device-based Bluetooth Low Energy Database for range estimation in indoor environments

Scientific Data

2022 | journal-article

Measurements of User and Sensor Data from the Internet of Things (IoT) Devices

Data

2022 | journal-article

Applications and Innovations on Sensor-Enabled Wearable Devices

Sensors

2022 | journal-article

Guest Editorial Special Issue on Advanced Sensors and Sensing Technologies for Indoor Positioning and Navigation

IEEE Sensors Journal

2022 | journal-article

A Collaborative Approach Using Neural Networks for BLE-RSS Lateration-Based Indoor Positioning

Proceedings of the International Joint Conference on Neural Networks

2022 | conference-paper

A Collaborative Approach Using Neural Networks for BLE-RSS Lateration-Based Indoor Positioning

ArXiv

2022 | journal-article

A Collaborative Approach Using Neural Networks for BLE-RSS Lateration-Based Indoor Positioning

arXiv

2022 | other

Accurate and Efficient Wi-Fi Fingerprinting-Based Indoor Positioning in Large Areas

VTC2005-FALL IEEE VEHICULAR TECHNOLOGY CONFERENCE, 1-4, PROCEEDINGS

2022 | journal-article

D2D-Based Cooperative Positioning Paradigm for Future Wireless Systems: A Survey

IEEE Sensors Journal

2022 | journal-article

Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets

Proceedings - IEEE International Conference on Mobile Data Management

2022 | conference-paper

Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets

ArXiv

2022 | journal-article

Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets

arXiv

2022 | other

Efficient tuning of k NN hyperparameters for indoor positioning with N-TBEA

International Congress on Ultra Modern Telecommunications and Control Systems and Workshops

2022 | conference-paper

Environment-Aware Regression for Indoor Localization Based on WiFi Fingerprinting

IEEE Sensors Journal

2022 | journal-article

Exploration of User Privacy in 802.11 Probe Requests with MAC Address Randomization Using Temporal Pattern Analysis

ArXiv

2022 | journal-article

Exploration of User Privacy in 802.11 Probe Requests with MAC Address Randomization Using Temporal Pattern Analysis

arXiv

2022 | other

GetSensorData: An extensible Android-based application for multi-sensor data registration

SoftwareX

2022 | journal-article

Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification

Proceedings of International Conference on Localization and Gnss (Icl-Gnss)

2022 | journal-article

Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification

ArXiv

2022 | journal-article

Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification

arXiv

2022 | other

Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification

arXiv

2022 | other

LoRaWAN Fingerprinting with K-Means: the Relevance of Clusters Visual Inspection

CEUR Workshop Proceedings

2022 | conference-paper

Off-Line Evaluation of Indoor Positioning Systems in Different Scenarios: The Experiences from IPIN 2020 Competition

IEEE Sensors Journal

2022 | journal-article

SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning

12th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2022

2022 | conference-paper

SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning

ArXiv

2022 | journal-article

SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning

arXiv

2022 | other

Towards Accelerated Localization Performance Across Indoor Positioning Datasets

International Conference on Localization and GNSS (ICL-GNSS)

2022 | conference-paper

Towards Accelerated Localization Performance Across Indoor Positioning Datasets

ArXiv

2022 | journal-article

Towards Accelerated Localization Performance Across Indoor Positioning Datasets

arXiv

2022 | other

Towards Accelerated Localization Performance Across Indoor Positioning Datasets

arXiv

2022 | other

TrackInFactory: A Tight Coupling Particle Filter for Industrial Vehicle Tracking in Indoor Environments

IEEE Transactions on Systems, Man, and Cybernetics: Systems

2022 | journal-article

What Your Wearable Devices Revealed About You and Possibilities of Non-Cooperative 802.11 Presence Detection During Your Last IPIN Visit

ArXiv

2022 | journal-article

What Your Wearable Devices Revealed About You and Possibilities of Non-Cooperative 802.11 Presence Detection During Your Last IPIN Visit

arXiv

2022 | other

What Your Wearable Devices Revealed about You and Possibilities of Non-Cooperative 802.11 Presence Detection during Your Last IPIN Visit

12th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2022

2022 | conference-paper

Cloud Platforms for Context-Adaptive Positioning and Localisation in GNSS-Denied Scenarios—A Systematic Review

Sensors

2021 | journal-article

Data from Smartphones and Wearables

Data

2021 | journal-article

Process Model Metrics for Quality Assessment of Computer-Interpretable Guidelines in PROforma

Applied Sciences

2021 | journal-article

Discovering location based services: A unified approach for heterogeneous indoor localization systems

Internet of Things

2021 | journal-article

A Comparative Study in the Standardization of IoT Devices Using Geospatial Web Standards

IEEE Sensors Journal

2021 | journal-article

A Lateration Method based on Effective Combinatorial Beacon Selection for Bluetooth Low Energy Indoor Positioning

International Conference on Wireless and Mobile Computing, Networking and Communications

2021 | conference-paper

A Low-Cost Control Occupancy Solution Using a Time-of-Flight Ranging Sensor Laser

CEUR Workshop Proceedings

2021 | conference-paper

A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges

Computer Networks

2021 | journal-article

Affinity Propagation Clustering for Older Adults Daily Routine Estimation

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Anonymous attribute-based credentials in collaborative indoor positioning systems

Proceedings of the 18th International Conference on Security and Cryptography, SECRYPT 2021

2021 | conference-paper

Beyond Euclidean Distance for Error Measurement in Pedestrian Indoor Location

IEEE Transactions on Instrumentation and Measurement

2021 | journal-article

Collaborative indoor positioning systems: A systematic review

Sensors (Switzerland)

2021 | journal-article

Dioptra - A Data Generation Application for Indoor Positioning Systems

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Ensembling Multiple Radio Maps with Dynamic Noise in Fingerprint-based Indoor Positioning

IEEE Vehicular Technology Conference

2021 | conference-paper

Finding Optimal BLE Configuration for Indoor Positioning with Consumption Restrictions

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Lightweight Wi-Fi Fingerprinting with a Novel RSS Clustering Algorithm

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Local-level Analysis of Positioning Errors in Wi-Fi Fingerprinting

IEEE Vehicular Technology Conference

2021 | conference-paper

New trends in indoor positioning based on WiFi and machine learning: A systematic review

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

New trends in indoor positioning based on WiFi and machine learning: A systematic review

arXiv

2021 | other

New trends in indoor positioning based on WiFi and machine learning: A systematic review

arXiv

2021 | other

Optimal Receivers Location for Passive Indoor Positioning based on BLE

CEUR Workshop Proceedings

2021 | conference-paper

Preface

CEUR Workshop Proceedings

2021 | conference-paper

Quantifying the Degradation of Radio Maps in Wi-Fi Fingerprinting

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Revisiting the Analysis of Hyperparameters in k-NN for Wi-Fi and BLE Fingerprinting: Current Status and General Results

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Smartphone Distance Estimation Based on RSSI-Fuzzy Classification Approach

International Conference on Localization and GNSS (ICL-GNSS)

2021 | conference-paper

Towards Ubiquitous Indoor Positioning: Comparing Systems across Heterogeneous Datasets

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

Towards ubiquitous indoor positioning: Comparing systems across heterogeneous datasets

arXiv

2021 | other

Transfer Learning for Convolutional Indoor Positioning Systems

2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021

2021 | conference-paper

2020 international conference on localization and GNSS (ICL-GNSS) WiP proceedings

CEUR Workshop Proceedings

2020 | conference-paper

A Comprehensive and Reproducible Comparison of Clustering and Optimization Rules in Wi-Fi Fingerprinting

IEEE Transactions on Mobile Computing

2020 | journal-article

Analysis of received signal strength quantization in fingerprinting localization

Sensors (Switzerland)

2020 | journal-article

Development of an open sensorized platform in a smart agriculture context: A vineyard support system for monitoring mildew disease

Sustainable Computing: Informatics and Systems

2020 | journal-article

Development of an open sensorized platform in a smart agriculture context: A vineyard support system for monitoring mildew disease

Sustainable Computing: Informatics and Systems

2020 | journal-article

Erratum: New trends in using augmented reality apps for smart city contexts (ISPRS International Journal of Geo-Information (2018) 7 (478) DOI: 10.3390/ijgi7120478)

ISPRS International Journal of Geo-Information

2020 | journal-article

Improving DBSCAN for Indoor Positioning Using Wi-Fi Radio Maps in Wearable and IoT Devices

International Congress on Ultra Modern Telecommunications and Control Systems and Workshops

2020 | conference-paper

Multi-slot BLE raw database for accurate positioning in mixed indoor/outdoor environments

Data

2020 | journal-article

New Cluster Selection and Fine-grained Search for k-Means Clustering and Wi-Fi Fingerprinting

2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings

2020 | conference-paper

Privacy in Indoor Positioning Systems: A Systematic Review

2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings

2020 | conference-paper

RSS Fingerprinting Dataset Size Reduction Using Feature-Wise Adaptive k-Means Clustering

International Congress on Ultra Modern Telecommunications and Control Systems and Workshops

2020 | conference-paper

Sensor fusion and well-conditioned triangle approach for BLE-based indoor positioning

CEUR Workshop Proceedings

2020 | conference-paper

Support vector regression machine learning tool to predict GNSS clock corrections in real-time PPP technique

CEUR Workshop Proceedings

2020 | conference-paper

The IPIN 2019 Indoor Localisation Competition-Description and Results

IEEE Access

2020 | journal-article

A meta-review of indoor positioning systems

Sensors (Switzerland)

2019 | journal-article

A statistical approach for studying the spatio-temporal distribution of geolocated tweets in urban environments

Sustainability (Switzerland)

2019 | journal-article

An occupancy simulator for a smart parking system: Developmental design and experimental considerations

ISPRS International Journal of Geo-Information

2019 | journal-article

BLE RSS measurements dataset for research on accurate indoor positioning

Data

2019 | journal-article

Challenges of Fingerprinting in Indoor Positioning and Navigation

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences, and Technology Roadmap

2019 | journal-article

Combining satellite images and cadastral information for outdoor autonomousmapping and navigation: A proof-of-concept study in citric groves

Algorithms

2019 | journal-article

Evaluating Indoor Positioning Systems in a Shopping Mall: The Lessons Learned from the IPIN 2018 Competition

IEEE Access

2019 | journal-article

Exploiting Different Combinations of Complementary Sensor's data for Fingerprint-based Indoor Positioning in Industrial Environments

International Conference on Indoor Positioning and Indoor Navigation (IPIN)

2019 | conference-paper

Exploiting different combinations of complementary sensor's data for fingerprint-based indoor positioning in industrial environments

2019 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2019

2019 | conference-paper

Improving RF fingerprinting methods by means of D2D communication protocol

Electronics (Switzerland)

2019 | journal-article

Indoor Positioning and Fingerprinting: The R Package ipft

The R Journal

2019 | journal-article

Indoor positioning and fingerprinting: The R package ipft

R Journal

2019 | journal-article

IndoorLoc Platform: A Web Tool to Support the Comparison of Indoor Positioning Systems

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences, and Technology Roadmap

2019 | journal-article

Lessons Learned in Generating Ground Truth for Indoor Positioning Systems Based on Wi-Fi Fingerprinting

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences, and Technology Roadmap

2019 | journal-article

Machine learning applied to wi-fi fingerprinting: The experiences of the ubiqum challenge

2019 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2019

2019 | conference-paper

Survey on indoor map standards and formats

2019 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2019

2019 | conference-paper

Tools for smartphone multi-sensor data registration and GT mapping for positioning applications

2019 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2019

2019 | conference-paper

A New Methodology for Long-Term Maintenance of WiFi Fingerprinting Radio Maps

IPIN 2018 - 9th International Conference on Indoor Positioning and Indoor Navigation

2018 | conference-paper

A radiosity-based method to avoid calibration for indoor positioning systems

Expert Systems with Applications

2018 | journal-article

Challenges of fingerprinting in indoor positioning and navigation

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences and Technology Roadmap

2018 | book

Characterising the Alteration in the AP Distribution with the RSS Distance and the Position Estimates

IPIN 2018 - 9th International Conference on Indoor Positioning and Indoor Navigation

2018 | conference-paper

Geographical and fingerprinting data to create systems for indoor positioning and indoor/outdoor navigation: Challenges, experiences and technology roadmap

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences and Technology Roadmap

2018 | book

IndoorLoc platform: A web tool to support the comparison of indoor positioning systems

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences and Technology Roadmap

2018 | book

Lessons learned in generating ground truth for indoor positioning systems based on wi-fi fingerprinting

Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences and Technology Roadmap

2018 | book-chapter

Locations selection for periodic radio map update in WiFi fingerprinting

Lecture Notes in Geoinformation and Cartography

2018 | conference-paper

Long-term WiFi fingerprinting dataset for research on robust indoor positioning

Data

2018 | journal-article

Magnetic Field as a Characterization of Wide and Narrow Spaces in a Real Challenging Scenario Using Dynamic Time Warping

IPIN 2018 - 9th International Conference on Indoor Positioning and Indoor Navigation

2018 | conference-paper

New trends in using augmented reality apps for smart city contexts

ISPRS International Journal of Geo-Information

2018 | journal-article

Off-line evaluation of mobile-centric indoor positioning systems: The experiences from the 2017 ipin competition

Sensors (Switzerland)

2018 | journal-article

Smart Outdoor Light Desktop Central Management System

IEEE Intelligent Transportation Systems Magazine

2018 | journal-article

A more realistic error distance calculation for indoor positioning systems accuracy evaluation

2017 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2017

2017 | conference-paper

A novel methodology to estimate a measurement of the inherent difficulty of an indoor localization radio map

2017 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2017

2017 | conference-paper

A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL-ETRI competition

Journal of Ambient Intelligence and Smart Environments

2017 | journal-article

An indoor positioning system based on wearables for ambient-assisted living

Sensors (Switzerland)

2017 | journal-article

Analysis of sources of large positioning errors in deterministic fingerprinting

Sensors (Switzerland)

2017 | journal-article

Comparing the performance of indoor localization systems through the EvAAL framework

Sensors (Switzerland)

2017 | journal-article

Deployment of an open sensorized platform in a smart city context

Future Generation Computer Systems

2017 | journal-article

In-home monitoring system based on WiFi fingerprints for ambient assisted living

Journal of Ambient Intelligence and Smart Environments

2017 | journal-article

IndoorLoc platform: A public repository for comparing and evaluating indoor positioning systems

2017 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2017

2017 | conference-paper

Multiple simultaneous Wi-Fi measurements in fingerprinting indoor positioning

2017 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2017

2017 | conference-paper

Situation goodness method for weighted centroid-based Wi-fi APs localization

Lecture Notes in Geoinformation and Cartography

2017 | conference-paper

The smartphone-based offline indoor location competition at IPIN 2016: Analysis and future work

Sensors (Switzerland)

2017 | journal-article

Wi-Fi crowdsourced fingerprinting dataset for indoor positioning

Data

2017 | journal-article

Ensembles of indoor positioning systems based on fingerprinting: Simplifying parameter selection and obtaining robust systems

2016 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2016

2016 | conference-paper

How feasible is WiFi fingerprint-based indoor positioning for in-home monitoring?

Proceedings - 12th International Conference on Intelligent Environments, IE 2016

2016 | conference-paper

Indoor positioning technologies for academic libraries: Towards the smart library,Tecnologías de posicionamiento en interiores al servicio de una biblioteca universitaria: Hacia la smart library

Profesional de la Informacion

2016 | journal-article

Magnetic field based indoor positioning using the Bag of Words paradigm

2016 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2016

2016 | conference-paper

Providing databases for different indoor positioning technologies: Pros and cons of magnetic field and Wi-Fi based positioning

Mobile Information Systems

2016 | journal-article

ATM-based analysis and recognition of handball team activities

Neurocomputing

2015 | journal-article

Comprehensive analysis of distance and similarity measures for Wi-Fi fingerprinting indoor positioning systems

Expert Systems with Applications

2015 | journal-article

Enhancing integrated indoor/outdoor mobility in a smart campus

International Journal of Geographical Information Science

2015 | journal-article

Evaluating indoor localization solutions in large environments through competitive benchmarking: The EvAAL-ETRI competition

2015 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2015

2015 | conference-paper

SEnviro: A sensorized platform proposal using open hardware and open standards

Sensors (Switzerland)

2015 | journal-article

Team activity recognition in Association Football using a Bag-of-Words-based method

Human Movement Science

2015 | journal-article

UJIIndoorLoc-Mag: A new database for magnetic field-based localization problems

2015 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2015

2015 | conference-paper

Assessment of clinical guideline models based on metrics for business process models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2014 | conference-paper

Two-stage procedure based on smoothed ensembles of neural networks applied to weed detection in orange groves

Biosystems Engineering

2014 | journal-article

UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems

IPIN 2014 - 2014 International Conference on Indoor Positioning and Indoor Navigation

2014 | conference-paper

Leveraging electronic healthcare record standards and semantic web technologies for the identification of patient cohorts

Journal of the American Medical Informatics Association

2013 | journal-article

A case study on agriture: Distributed HLA-based architecture for agricultural robotics

Advances in Intelligent and Soft Computing

2011 | conference-paper

A new HLA-based distributed control architecture for agricultural teams of robots in hybrid applications with real and simulated devices or environments

Sensors (Switzerland)

2011 | journal-article

A new approach to visual-based sensory system for navigation into orange groves

Sensors

2011 | journal-article

Improving boosting methods by generating specific training and validation sets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | conference-paper

Introducing reordering algorithms to classic well-known ensembles to improve their performance

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

Using Bagging and Cross-Validation to improve ensembles based on penalty terms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

VISUAL OUTDOOR PATH PLANNER FOR ORANGE GROVES BASED ON ENSEMBLES OF NEURAL NETWORKS

International Conference on Informatics in Control, Automation and Robotics

2011 | conference-paper

Visual outdoor path planner for orange groves based on ensembles of neural networks

ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics

2011 | conference-paper

Adding diversity in ensembles of neural networks by reordering the training set

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

Decision fusion on boosting ensembles

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

New results on combination methods for boosting ensembles

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | conference-paper

Researching on combining boosting ensembles

Proceedings of the International Joint Conference on Neural Networks

2008 | conference-paper

Researching on multi-net systems based on stacked generalization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | conference-paper

The mixture of neural networks as ensemble combiner

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

Averaged conservative boosting: Introducing a new method to build ensembles of neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | conference-paper

Designing a multilayer feedforward ensemble with the weighted conservative boosting algorithm

IEEE International Conference on Neural Networks - Conference Proceedings

2007 | conference-paper

Improving adaptive boosting with a relaxed equation to update the sampling distribution

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | conference-paper

Mixing aveboost and conserboost to improve boosting methods

IEEE International Conference on Neural Networks - Conference Proceedings

2007 | conference-paper

Stacking MF networks to combine the outputs provided by RBF networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

Adaptive boosting: Dividing the learning set to increase the diversity and performance of the ensemble

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

An experimental study on training radial basis functions by gradient descent

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Combining MF networks: A comparison among statistical methods and stacked generalization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | conference-paper

Designing a multilayer feedforward ensembles with cross validated boosting algorithm

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | conference-paper

Designing a new multilayer feedforward modular network for classification problems

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | conference-paper

Gradient descent and radial basis functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Improving adaptive boosting with k-cross-fold validation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | conference-paper

Improving the combination module with a neural network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Improving the expert networks of a modular multi-net system for pattern recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | conference-paper

Mixture of neural networks: Some experiments with the multilayer feedforward architecture

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

The mixture of neural networks adapted to multilayer feedforward architecture

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Training RBFs networks: A comparison among supervised and not supervised algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | conference-paper

Training radial basis functions by gradient descent

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | conference-paper

A comparison of combination methods for ensembles of RBF networks

Proceedings of the International Joint Conference on Neural Networks

2005 | conference-paper

A research on combination methods for ensembles of multilayer feedforward

Proceedings of the International Joint Conference on Neural Networks

2005 | conference-paper

Combination methods for ensembles of MF

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2005 | book

Combination methods for ensembles of MF

ARTIFICIAL NEURAL NETWORKS: FORMAL MODELS AND THEIR APPLICATIONS - ICANN 2005, PT 2, PROCEEDINGS

2005 | journal-article

Combination methods for ensembles of RBF networks

WSEAS Transactions on Circuits and Systems

2005 | journal-article

Combination methods for ensembles of RBFs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2005 | conference-paper

Combination methods for ensembles of RBFs

ARTIFICIAL NEURAL NETWORKS: FORMAL MODELS AND THEIR APPLICATIONS - ICANN 2005, PT 2, PROCEEDINGS

2005 | journal-article

Combination methods for ensembles of multilayer feedforward

WSEAS Transactions on Systems

2005 | journal-article

Ensembles of multilayer feedforward: A new comparison

WSEAS Transactions on Systems

2005 | journal-article

Ensembles of multilayer feedforward: Some new results

Lecture Notes in Computer Science

2005 | conference-paper

New experiments on ensembles of multilayer feedforward for classification problems

Proceedings of the International Joint Conference on Neural Networks

2005 | conference-paper

New results on ensembles of multilayer feedforward

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2005 | book

New results on ensembles of multilayer feedforward

ARTIFICIAL NEURAL NETWORKS: FORMAL MODELS AND THEIR APPLICATIONS - ICANN 2005, PT 2, PROCEEDINGS

2005 | journal-article

Classification by multilayer feedforward ensembles

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Ensembles of RBFs trained by gradient descent 1

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Experiments on ensembles of radial basis functions

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

2004 | conference-paper

First experiments on ensembles of radial basis functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Gradient descent training of radial basis functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Hyperspectral image classification by ensembles of multilayer feedforward networks

IEEE International Conference on Neural Networks - Conference Proceedings

2004 | conference-paper

Multilayer feedforward ensembles for classification problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Some experiments on ensembles of neural networks for hyperspectral image classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Some experiments on training radial basis functions by gradient descent

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Some experiments with ensembles of neural networks for classification of hyperspectral images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Training radial basis functions by gradient descent

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

2004 | conference-paper


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