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Algoritmi | User | Paulo Alexandre Ribeiro Cortez

Paulo Alexandre Ribeiro Cortez

Paulo Alexandre Ribeiro Cortez

At Algoritmi

Integrated Researcher with Dr habil

Associate Director of the ALGORITMI Research Centre

Member of the IST R&D Group

Member of the IDS R&D Lab

Academic Degree

Dr habil

Current Position

Associate Professor with Habilitation at Escola de Engenharia da Universidade do Minho

Personal Webpage

http://www3.dsi.uminho.pt/pcortez

Personal Email

Paulo.Cortez@algoritmi.uminho.pt

Orcid

0000-0002-7991-2090

Researcher ID

A-2674-2008

FCT Public Key

J0033946zMVP

Ciência ID

6E19-EB4D-C22E

Google Scholar

fQ42U-8AAAAJ

About Me



Advancing Logistics 4.0 with the Implementation of a Big Data Warehouse: A Demonstration Case for the Automotive Industry

Electronics

2021 | journal-article

A Scalable and Automated Machine Learning Framework to Support Risk Management

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

2021 | book

A data-driven approach to measure restaurant performance by combining online reviews with historical sales data

International Journal of Hospitality Management

2021 | journal-article

A multivariate approach for multi-step demand forecasting in assembly industries: Empirical evidence from an automotive supply chain

Decision Support Systems

2021 | journal-article

An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption

2021 | book-chapter

Author placement in Computer Science: a study based on the careers of ACM Fellows

Scientometrics

2021 | journal-article

Business analytics in Industry 4.0: A systematic review

Expert Systems

2021 | journal-article

Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection

2021 | book-chapter

K-means clustering combined with principal component analysis for material profiling in automotive supply chains

European Journal of Industrial Engineering

2021 | journal-article

Multi-objective Grammatical Evolution of Decision Trees for Mobile Marketing user conversion prediction

Expert Systems with Applications

2021 | journal-article

Twitter alloy steel disambiguation and user relevance via one-class and two-class news titles classifiers

Neural Computing and Applications

2021 | journal-article

A Google Trends spatial clustering approach for a worldwide Twitter user geolocation

Information Processing and Management

2020 | journal-article

A cross-cultural case study of consumers' communications about a new technological product

Journal of Business Research

2020 | journal-article

A deep learning classifier for sentence classification in biomedical and computer science abstracts

Neural Computing and Applications

2020 | journal-article

A realistic scooter rebalancing system via metaheuristics

GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion

2020 | conference-paper

Alphabetic order of authors in scholarly publications: a bibliometric study for 27 scientific fields

Scientometrics

2020 | journal-article

An automated and distributed machine learning framework for telecommunications risk management

ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence

2020 | conference-paper

Chemical Laboratories 4.0: A Two-Stage Machine Learning System for Predicting the Arrival of Samples

IFIP Advances in Information and Communication Technology

2020 | book

Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification

Springer Series in Geomechanics and Geoengineering

2020 | book

Fifth special issue on knowledge discovery and business intelligence

Expert Systems

2020 | journal-article

Multi-step time series prediction intervals using neuroevolution

Neural Computing and Applications

2020 | journal-article

Operations research models and methods for safety stock determination: A review

Operations Research Perspectives

2020 | journal-article

Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features

IFIP Advances in Information and Communication Technology

2020 | book

Predicting the tear strength of woven fabrics via automated machine learning: An application of the CRISP-DM methodology

ICEIS 2020 - Proceedings of the 22nd International Conference on Enterprise Information Systems

2020 | conference-paper

Preface

Springer Series in Geomechanics and Geoengineering

2020 | book

Using Google Trends, Gaussian Mixture Models and DBSCAN for the Estimation of Twitter User Home Location

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

2020 | book

A Categorical Clustering of Publishers for Mobile Performance Marketing

Advances in Intelligent Systems and Computing

2019 | book

A Machine Learning Approach to Detect Violent Behaviour from Video

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2019 | book

A text mining and topic modelling perspective of ethnic marketing research

Journal of Business Research

2019 | journal-article

Artificial Neural Networks for Rock and Soil Cutting Slopes Stability Condition Prediction

Sustainable Civil Infrastructures

2019 | book

Preface

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2019 | book

Social Media Cross-Source and Cross-Domain Sentiment Classification

International Journal of Information Technology and Decision Making

2019 | journal-article

Twitter user geolocation using web country noun searches

Decision Support Systems

2019 | journal-article

Using Deep Learning for Mobile Marketing User Conversion Prediction

Proceedings of the International Joint Conference on Neural Networks

2019 | conference-paper

Using Neuroevolution for Predicting Mobile Marketing Conversion

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

2019 | book

Using deep learning for ordinal classification of mobile marketing user conversion

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

2019 | book

A Comparison of Data-Driven Approaches for Mobile Marketing User Conversion Prediction

9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings

2018 | conference-paper

A deep learning approach for sentence classification of scientific abstracts

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

2018 | book

A divide-and-conquer strategy using feature relevance and expert knowledge for enhancing a data mining approach to bank telemarketing

Expert Systems

2018 | journal-article

Automatic human trajectory destination prediction from video

Expert Systems with Applications

2018 | journal-article

Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features

Journal of Computing in Civil Engineering

2018 | journal-article

Erratum: Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing (Journal of Computing in Civil Engineering DOI: 10.1061/(ASCE)CP.1943-5487.0000739)

Journal of Computing in Civil Engineering

2018 | journal-article

Fourth special issue on knowledge discovery and business intelligence

Expert Systems

2018 | journal-article

Insights from a text mining survey on Expert Systems research from 2000 to 2016

Expert Systems

2018 | journal-article

Jet grouting column diameter prediction based on a data-driven approach

European Journal of Environmental and Civil Engineering

2018 | journal-article

Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis

European Research on Management and Business Economics

2018 | journal-article

Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing

Journal of Computing in Civil Engineering

2018 | journal-article

Unveiling the features of successful eBay smartphone sellers

Journal of Retailing and Consumer Services

2018 | journal-article

A framework for increasing the value of predictive data-driven models by enriching problem domain characterization with novel features

Neural Computing and Applications

2017 | journal-article

A text mining approach to analyzing Annals literature

Annals of Tourism Research

2017 | journal-article

Comparing univariate techniques for tender price index forecasting: Box-Jenkins and neural network model

Construction Economics and Building

2017 | journal-article

Data-driven classification approaches for stability condition prediction of soil cutting slopes

ICSMGE 2017 - 19th International Conference on Soil Mechanics and Geotechnical Engineering

2017 | conference-paper

Forecasting store foot traffic using facial recognition, time series and support vector machines

Advances in Intelligent Systems and Computing

2017 | book

Human skeleton detection from semi-constrained environment video

VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

2017 | conference-paper

Label Ranking Forests

Expert Systems

2017 | journal-article

Mining rational team concert repositories: A case study on a software project

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

2017 | book

Multi-objective learning of neural network time series prediction intervals

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

2017 | book

Prediction of surface distress using neural networks

AIP Conference Proceedings

2017 | conference-paper

The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices

Expert Systems with Applications

2017 | journal-article

Third special issue on knowledge discovery and business intelligence

Expert Systems

2017 | journal-article

A Novel Integrated Optimization System for Earthwork Tasks

Transportation Research Procedia

2016 | conference-paper

A framework for improving routing configurations using multi-objective optimization mechanisms

Journal of Communications Software and Systems

2016 | journal-article

Measuring user influence in financial microblogs: Experiments using StockTwits data

ACM International Conference Proceeding Series

2016 | conference-paper

Metaheuristics, Data Mining and Geographic Information Systems for Earthworks Equipment Allocation

Procedia Engineering

2016 | conference-paper

Sentiment analysis of stock market behavior from twitter using the R tool

Text Mining and Visualization: Case Studies Using Open-Source Tools

2016 | book

Stock market sentiment lexicon acquisition using microblogging data and statistical measures

Decision Support Systems

2016 | journal-article

Using data mining algorithms to predict the bond strength of NSM FRP systems in concrete

Construction and Building Materials

2016 | journal-article

A tutorial on using the rminer R package for data mining tasks

2015 | report

A proactive intelligent decision support system for predicting the popularity of online news

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

2015 | book

An evolutionary multi-objective optimization system for earthworks

Expert Systems with Applications

2015 | journal-article

Automatic human action recognition from video using Hidden Markov Model

Proceedings - IEEE 18th International Conference on Computational Science and Engineering, CSE 2015

2015 | conference-paper

Automatic visual detection of human behavior: A review from 2000 to 2014

Expert Systems with Applications

2015 | journal-article

Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation

Expert Systems with Applications

2015 | journal-article

Combining data mining and evolutionary computation for multi-criteria optimization of earthworks

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

2015 | book

Comparison of single and multi-objective evolutionary algorithms for robust link-state routing

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

2015 | book

Earthwork optimization system for sustainable highway construction

Geotechnical Synergy in Buenos Aires 2015

2015 | book

Modelling Tyre-Road Noise with Data Mining Techniques

Archives of Acoustics

2015 | journal-article

Modern optimization in earthwork construction

Geotechnical Engineering for Infrastructure and Development - Proceedings of the XVI European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2015

2015 | conference-paper

Recent advances on knowledge discovery and business intelligence

Expert Systems

2015 | journal-article

The data mining applied for the prediction of highway roughness due to overloaded trucks

International Journal of Technology

2015 | journal-article

Using customer lifetime value and neural networks to improve the prediction of bank deposit subscription in telemarketing campaigns

Neural Computing and Applications

2015 | journal-article

Using data mining for prediction of hospital length of stay: An application of the CRISP-DM methodology

Lecture Notes in Business Information Processing

2015 | book

A data-driven approach to predict hospital length of stay a portuguese case study

ICEIS 2014 - Proceedings of the 16th International Conference on Enterprise Information Systems

2014 | conference-paper

A data-driven approach to predict the success of bank telemarketing

Decision Support Systems

2014 | journal-article

A novel approach to predicting Young's modulus of jet grouting laboratory formulations over time using data mining techniques

Engineering Geology

2014 | journal-article

Artificial Intelligence approaches for the generation and assessment of believable human-like behaviour in virtual characters

Expert Systems with Applications

2014 | journal-article

Automatic creation of stock market lexicons for sentiment analysis using stocktwits data

ACM International Conference Proceeding Series

2014 | conference-paper

Evolutionary optimization of sparsely connected and time-lagged neural networks for time series forecasting

Applied Soft Computing Journal

2014 | journal-article

Evolving Artificial Neural Networks applied to generate virtual characters

IEEE Conference on Computatonal Intelligence and Games, CIG

2014 | conference-paper

Global and decomposition evolutionary support vector machine approaches for time series forecasting

Neural Computing and Applications

2014 | journal-article

Predicting inpatient length of stay in a Portuguese hospital using the CRISP-DM methodology,Previsão de tempos de internamento num hospital português: Aplicação da metodologia CRISP-DM

RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao

2014 | journal-article

Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns

Computers and Geotechnics

2014 | journal-article

Use of DM techniques in earthworks management: A case study

Geotechnical Special Publication

2014 | conference-paper

A framework for robust traffic engineering using evolutionary computation

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

2013 | book

Artificial intelligence applications in transportation geotechnics

Geotechnical and Geological Engineering

2013 | journal-article

Data-driven models for Uniaxial Compressive Strength prediction applied to unseen data

Modelling and Simulation 2013 - European Simulation and Modelling Conference, ESM 2013

2013 | conference-paper

Email spam detection: A symbiotic feature selection approach fostered by evolutionary computation

International Journal of Information Technology and Decision Making

2013 | journal-article

Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations

Expert Systems with Applications

2013 | journal-article

Knowledge discovery and business intelligence

Expert Systems

2013 | journal-article

On the predictability of stock market behavior using StockTwits sentiment and posting volume

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

2013 | book

Preface

CEUR Workshop Proceedings

2013 | conference-paper

Robust optimization of intradomain routing using Evolutionary Algorithms

Advances in Intelligent Systems and Computing

2013 | book

Short-term electric load forecasting using computational intelligence methods

IEEE International Conference on Fuzzy Systems

2013 | conference-paper

Some experiments on modeling stock market behavior using investor sentiment analysis and posting volume from twitter

ACM International Conference Proceeding Series

2013 | conference-paper

Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble

Neurocomputing

2013 | journal-article

Using sensitivity analysis and visualization techniques to open black box data mining models

Information Sciences

2013 | journal-article

Data Mining with Multilayer Perceptrons and Support Vector Machines

Intelligent Systems Reference Library

2012 | book

Evolutionary support vector machines for time series forecasting

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

2012 | book

Evolutionary symbiotic feature selection for email spam detection

ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics

2012 | conference-paper

Jet grouting deformability modulus prediction using data mining tools

Advances in Transportation Geotechnics II - Proceedings of the 2nd International Conference on Transportation Geotechnics, ICTG 2012

2012 | conference-paper

Jet grouting mechanicals properties prediction using data mining techniques

Geotechnical Special Publication

2012 | conference-paper

Multi-scale Internet traffic forecasting using neural networks and time series methods

Expert Systems

2012 | journal-article

Using data mining to study the impact of topology characteristics on the performance of wireless mesh networks

IEEE Wireless Communications and Networking Conference, WCNC

2012 | conference-paper

A data mining approach for predicting jet grouting geomechanical parameters

Geotechnical Special Publication

2011 | conference-paper

Application of data mining techniques in the estimation of mechanical properties of Jet Grouting laboratory formulations over time

Advances in Intelligent and Soft Computing

2011 | book

Application of data mining techniques in the estimation of the uniaxial compressive strength of jet grouting columns over time

Construction and Building Materials

2011 | journal-article

Evolving sparsely connected neural networks for multi-step ahead forecasting

Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication

2011 | conference-paper

Evolving time-lagged feedforward neural networks for time series forecasting

Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication

2011 | conference-paper

Forecasting seasonal time series with computational intelligence: Contribution of a combination of distinct methods

Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011 and French Days on Fuzzy Logic and Applications, LFA 2011

2011 | conference-paper

Multiobjective evolutionary algorithms for intradomain routing optimization

2011 IEEE Congress of Evolutionary Computation, CEC 2011

2011 | conference-paper

Opening black box Data Mining models using Sensitivity Analysis

IEEE SSCI 2011: Symposium Series on Computational Intelligence - CIDM 2011: 2011 IEEE Symposium on Computational Intelligence and Data Mining

2011 | conference-paper

Preface

Proceedings - IEEE International Conference on Data Mining, ICDM

2011 | conference-paper

Quality of Service constrained routing optimization using Evolutionary Computation

Applied Soft Computing Journal

2011 | journal-article

Symbiotic filtering for spam email detection

Expert Systems with Applications

2011 | journal-article

Traffic engineering approaches using multicriteria optimization techniques

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

2011 | book

UNI-AXIAL compressive strength prediction of jet grouting columns using support vector machines

ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011

2011 | conference-paper

Using data mining for bank direct marketing: An application of the CRISP-DM methodology

ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011

2011 | conference-paper

Using data mining techniques to predict deformability properties of jet grouting laboratory formulations over time

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

2011 | book

Weighted cross-validation evolving artificial neural networks to forecast time series

Advances in Intelligent and Soft Computing

2011 | book

A collaborative approach for spam detection

Proceedings - 2nd International Conference on Evolving Internet, Internet 2010, 1st International Conference on Access Networks, Services and Technologies, Access 2010

2010 | conference-paper

Data mining with neural networks and support vector machines using the R/rminer tool

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

2010 | book

New models for strength and deformability parameter calculation in rock masses using data-mining techniques

International Journal of Geomechanics

2010 | journal-article

Sensitivity analysis for time lag selection to forecast seasonal time series using neural networks and support vector machines

Proceedings of the International Joint Conference on Neural Networks

2010 | conference-paper

Spam email filtering using network-level properties

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

2010 | book

Using multiple regression, neural networks and support vector machines to predict lamb carcasses composition

6th International Conference on Simulation and Modelling in the Food and Bio-Industry 2010, FOODSIM 2010

2010 | conference-paper

A data mining approach for jet grouting uniaxial compressive strength prediction

2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings

2009 | conference-paper

An intelligent alarm management system for large-scale telecommunication companies

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

2009 | book

Data mining applied to compaction of geomaterials

Bearing Capacity of Roads, Railways and Airfields - Proceedings of the 8th International Conference on the Bearing Capacity of Roads, Railways and Airfields

2009 | conference-paper

Modeling wine preferences by data mining from physicochemical properties

Decision Support Systems

2009 | journal-article

Symbiotic Data Mining for personalized spam filtering

Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009

2009 | conference-paper

Using data mining for wine quality assessment

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

2009 | book

An evolutionary algorithm for unicast/ multicast traffic engineering

ICINCO 2008 - Proceedings of the 5th International Conference on Informatics in Control, Automation and Robotics

2008 | conference-paper

An intelligent decision support system for bridge safety assessment based on Data Mining models

WIT Transactions on Information and Communication Technologies

2008 | conference-paper

Forecasting internet traffic by neural networks under univariate and multivariate strategies

Artificial Neural Networks and Intelligent Information Processing - Proc. 4th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2008; ICINCO 2008

2008 | conference-paper

Multiconstrained optimization of networks with multicast and unicast traffic

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

2008 | book

Rating organ failure via adverse events using data mining in the intensive care unit

Artificial Intelligence in Medicine

2008 | journal-article

Using data mining to predict secondary school student performance

15th European Concurrent Engineering Conference 2008, ECEC 2008 - 5th Future Business Technology Conference, FUBUTEC 2008

2008 | conference-paper

Alternative models for the calculation of the RMR and Q indexes for granite rock masses

Applications of Computational Mechanics in Geotechnical Engineering - Proceedings of the 5th International Workshop on Applications of Computational Mechanics in Geotechnical Engineering

2007 | conference-paper

Automatic provisioning of QoS aware OSPF configurations

Journal of Networks

2007 | journal-article

Class-based OSPF traffic engineering inspired on evolutionary computation

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

2007 | book

Evolution of neural networks for classification and regression

Neurocomputing

2007 | journal-article

Evolutionary computation for quality of service internet routing optimization

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

2007 | book

Prediction of abnormal behaviors for intelligent video surveillance systems

Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007

2007 | conference-paper

Real-time intelligent decision support system for bridges structures behavior prediction

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

2007 | book

Topology aware internet traffic forecasting using neural networks

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

2007 | book

Corporate bankruptcy prediction using data mining techniques

WIT Transactions on Information and Communication Technologies

2006 | conference-paper

Efficient OSPF weight allocation for intra-domain QoS optimization

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

2006 | book

Internet traffic forecasting using neural networks

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | conference-paper

Lamb meat quality assessment by Support Vector Machines

Neural Processing Letters

2006 | journal-article

Mortality assessment in intensive care units via adverse events using artificial neural networks

Artificial Intelligence in Medicine

2006 | journal-article

N-ary trees classifier

ICINCO 2006 - 3rd International Conference on Informatics in Control, Automation and Robotics, Proceedings

2006 | conference-paper

QoS constrained internet routing with evolutionary algorithms

2006 IEEE Congress on Evolutionary Computation, CEC 2006

2006 | conference-paper

Selection of trees for rubbing by red and roe deer in forest plantations

Forest Ecology and Management

2006 | journal-article

Strength of corroded tapered plate girders under pure shear

Proceedings of the 3rd International Conference on Bridge Maintenance, Safety and Management - Bridge Maintenance, Safety, Management, Life-Cycle Performance and Cost

2006 | conference-paper

The OBSERVER: An intelligent and automated video surveillance system

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

2006 | book

A clustering approach for knowledge discovery in database marketing

6th Conference on Data Mining - Text Mining and Their Business Applications

2005 | conference-paper

Ecological mining - a case study on dam water quality

6th Conference on Data Mining - Text Mining and Their Business Applications

2005 | conference-paper

Evolutionary design of neural networks for classification and regression

7th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA)

2005 | conference-paper

INTCare: A knowledge discovery based intelligent decision support system for intensive care medicine

Journal of Decision Systems

2005 | journal-article

Lamb meat tenderness prediction using neural networks and sensitivity analysis

2005 European Simulation and Modelling Conference, ESM 2005 - Proceedings

2005 | conference-paper

Moving object detection unaffected by cast shadows, highlights and ghosts

Proceedings - International Conference on Image Processing, ICIP

2005 | conference-paper

Simultaneous evolution of neural network topologies and weights for classification and regression

Lecture Notes in Computer Science

2005 | conference-paper

Time series forecasting by evolutionary neural networks

Artificial Neural Networks in Real-Life Applications

2005 | book

Evolving time series forecasting ARMA models

Journal of Heuristics

2004 | journal-article

Multiple organ failure diagnosis using adverse events and neural networks

ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems

2004 | conference-paper

Evolutionary neural network learning

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

2003 | book

A lamarckian approach for neural network training

Neural Processing Letters

2002 | journal-article

Particle swarms for feedforward neural network training

Proceedings of the International Joint Conference on Neural Networks

2002 | conference-paper

Genetic and evolutionary algorithms for time series forecasting

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

2001 | book

Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization

Proceedings of the IEEE Conference on Evolutionary Computation, ICEC

2001 | conference-paper

Viewing scheduling problems through Genetic and Evolutionary Algorithms

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

2000 | book

A unified framework for data modeling on medical information systems

Studies in Health Technology and Informatics

1999 | book

A distributed web-based water quality diagnosis and simulation system in lakes and reservoirs

10th European Simulation Symposium (ESS 98)

1998 | conference-paper

Artificial neural network - genetic based approach for time series forecasting

Proceedings of the Brazilian Symposium on Neural Networks, SBRN

1997 | conference-paper

A software agent distributed system for dynamic load balancing

10th European Simulation Multiconference

1996 | conference-paper

Neural network based time series forecasting system

IEEE International Conference on Neural Networks - Conference Proceedings

1995 | conference-paper

2017


Advancing Logistics 4.0 with the Implementation of a Big Data Warehouse: A Demonstration Case for the Automotive Industry

Electronics

2021 | journal-article

A Scalable and Automated Machine Learning Framework to Support Risk Management

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

2021 | book

A data-driven approach to measure restaurant performance by combining online reviews with historical sales data

International Journal of Hospitality Management

2021 | journal-article

A multivariate approach for multi-step demand forecasting in assembly industries: Empirical evidence from an automotive supply chain

Decision Support Systems

2021 | journal-article

An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption

2021 | book-chapter

Author placement in Computer Science: a study based on the careers of ACM Fellows

Scientometrics

2021 | journal-article

Business analytics in Industry 4.0: A systematic review

Expert Systems

2021 | journal-article

Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection

2021 | book-chapter

K-means clustering combined with principal component analysis for material profiling in automotive supply chains

European Journal of Industrial Engineering

2021 | journal-article

Multi-objective Grammatical Evolution of Decision Trees for Mobile Marketing user conversion prediction

Expert Systems with Applications

2021 | journal-article

Twitter alloy steel disambiguation and user relevance via one-class and two-class news titles classifiers

Neural Computing and Applications

2021 | journal-article

A Google Trends spatial clustering approach for a worldwide Twitter user geolocation

Information Processing and Management

2020 | journal-article

A cross-cultural case study of consumers' communications about a new technological product

Journal of Business Research

2020 | journal-article

A deep learning classifier for sentence classification in biomedical and computer science abstracts

Neural Computing and Applications

2020 | journal-article

A realistic scooter rebalancing system via metaheuristics

GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion

2020 | conference-paper

Alphabetic order of authors in scholarly publications: a bibliometric study for 27 scientific fields

Scientometrics

2020 | journal-article

An automated and distributed machine learning framework for telecommunications risk management

ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence

2020 | conference-paper

Chemical Laboratories 4.0: A Two-Stage Machine Learning System for Predicting the Arrival of Samples

IFIP Advances in Information and Communication Technology

2020 | book

Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification

Springer Series in Geomechanics and Geoengineering

2020 | book

Fifth special issue on knowledge discovery and business intelligence

Expert Systems

2020 | journal-article

Multi-step time series prediction intervals using neuroevolution

Neural Computing and Applications

2020 | journal-article

Operations research models and methods for safety stock determination: A review

Operations Research Perspectives

2020 | journal-article

Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features

IFIP Advances in Information and Communication Technology

2020 | book

Predicting the tear strength of woven fabrics via automated machine learning: An application of the CRISP-DM methodology

ICEIS 2020 - Proceedings of the 22nd International Conference on Enterprise Information Systems

2020 | conference-paper

Preface

Springer Series in Geomechanics and Geoengineering

2020 | book

Using Google Trends, Gaussian Mixture Models and DBSCAN for the Estimation of Twitter User Home Location

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

2020 | book

A Categorical Clustering of Publishers for Mobile Performance Marketing

Advances in Intelligent Systems and Computing

2019 | book

A Machine Learning Approach to Detect Violent Behaviour from Video

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2019 | book

A text mining and topic modelling perspective of ethnic marketing research

Journal of Business Research

2019 | journal-article

Artificial Neural Networks for Rock and Soil Cutting Slopes Stability Condition Prediction

Sustainable Civil Infrastructures

2019 | book

Preface

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2019 | book

Social Media Cross-Source and Cross-Domain Sentiment Classification

International Journal of Information Technology and Decision Making

2019 | journal-article

Twitter user geolocation using web country noun searches

Decision Support Systems

2019 | journal-article

Using Deep Learning for Mobile Marketing User Conversion Prediction

Proceedings of the International Joint Conference on Neural Networks

2019 | conference-paper

Using Neuroevolution for Predicting Mobile Marketing Conversion

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

2019 | book

Using deep learning for ordinal classification of mobile marketing user conversion

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

2019 | book

A Comparison of Data-Driven Approaches for Mobile Marketing User Conversion Prediction

9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings

2018 | conference-paper

A deep learning approach for sentence classification of scientific abstracts

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

2018 | book

A divide-and-conquer strategy using feature relevance and expert knowledge for enhancing a data mining approach to bank telemarketing

Expert Systems

2018 | journal-article

Automatic human trajectory destination prediction from video

Expert Systems with Applications

2018 | journal-article

Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features

Journal of Computing in Civil Engineering

2018 | journal-article

Erratum: Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing (Journal of Computing in Civil Engineering DOI: 10.1061/(ASCE)CP.1943-5487.0000739)

Journal of Computing in Civil Engineering

2018 | journal-article

Fourth special issue on knowledge discovery and business intelligence

Expert Systems

2018 | journal-article

Insights from a text mining survey on Expert Systems research from 2000 to 2016

Expert Systems

2018 | journal-article

Jet grouting column diameter prediction based on a data-driven approach

European Journal of Environmental and Civil Engineering

2018 | journal-article

Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis

European Research on Management and Business Economics

2018 | journal-article

Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing

Journal of Computing in Civil Engineering

2018 | journal-article

Unveiling the features of successful eBay smartphone sellers

Journal of Retailing and Consumer Services

2018 | journal-article

A framework for increasing the value of predictive data-driven models by enriching problem domain characterization with novel features

Neural Computing and Applications

2017 | journal-article

A text mining approach to analyzing Annals literature

Annals of Tourism Research

2017 | journal-article

Comparing univariate techniques for tender price index forecasting: Box-Jenkins and neural network model

Construction Economics and Building

2017 | journal-article

Data-driven classification approaches for stability condition prediction of soil cutting slopes

ICSMGE 2017 - 19th International Conference on Soil Mechanics and Geotechnical Engineering

2017 | conference-paper

Forecasting store foot traffic using facial recognition, time series and support vector machines

Advances in Intelligent Systems and Computing

2017 | book

Human skeleton detection from semi-constrained environment video

VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

2017 | conference-paper

Label Ranking Forests

Expert Systems

2017 | journal-article

Mining rational team concert repositories: A case study on a software project

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

2017 | book

Multi-objective learning of neural network time series prediction intervals

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

2017 | book

Prediction of surface distress using neural networks

AIP Conference Proceedings

2017 | conference-paper

The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices

Expert Systems with Applications

2017 | journal-article

Third special issue on knowledge discovery and business intelligence

Expert Systems

2017 | journal-article

A Novel Integrated Optimization System for Earthwork Tasks

Transportation Research Procedia

2016 | conference-paper

A framework for improving routing configurations using multi-objective optimization mechanisms

Journal of Communications Software and Systems

2016 | journal-article

Measuring user influence in financial microblogs: Experiments using StockTwits data

ACM International Conference Proceeding Series

2016 | conference-paper

Metaheuristics, Data Mining and Geographic Information Systems for Earthworks Equipment Allocation

Procedia Engineering

2016 | conference-paper

Sentiment analysis of stock market behavior from twitter using the R tool

Text Mining and Visualization: Case Studies Using Open-Source Tools

2016 | book

Stock market sentiment lexicon acquisition using microblogging data and statistical measures

Decision Support Systems

2016 | journal-article

Using data mining algorithms to predict the bond strength of NSM FRP systems in concrete

Construction and Building Materials

2016 | journal-article

A tutorial on using the rminer R package for data mining tasks

2015 | report

A proactive intelligent decision support system for predicting the popularity of online news

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

2015 | book

An evolutionary multi-objective optimization system for earthworks

Expert Systems with Applications

2015 | journal-article

Automatic human action recognition from video using Hidden Markov Model

Proceedings - IEEE 18th International Conference on Computational Science and Engineering, CSE 2015

2015 | conference-paper

Automatic visual detection of human behavior: A review from 2000 to 2014

Expert Systems with Applications

2015 | journal-article

Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation

Expert Systems with Applications

2015 | journal-article

Combining data mining and evolutionary computation for multi-criteria optimization of earthworks

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

2015 | book

Comparison of single and multi-objective evolutionary algorithms for robust link-state routing

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

2015 | book

Earthwork optimization system for sustainable highway construction

Geotechnical Synergy in Buenos Aires 2015

2015 | book

Modelling Tyre-Road Noise with Data Mining Techniques

Archives of Acoustics

2015 | journal-article

Modern optimization in earthwork construction

Geotechnical Engineering for Infrastructure and Development - Proceedings of the XVI European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2015

2015 | conference-paper

Recent advances on knowledge discovery and business intelligence

Expert Systems

2015 | journal-article

The data mining applied for the prediction of highway roughness due to overloaded trucks

International Journal of Technology

2015 | journal-article

Using customer lifetime value and neural networks to improve the prediction of bank deposit subscription in telemarketing campaigns

Neural Computing and Applications

2015 | journal-article

Using data mining for prediction of hospital length of stay: An application of the CRISP-DM methodology

Lecture Notes in Business Information Processing

2015 | book

A data-driven approach to predict hospital length of stay a portuguese case study

ICEIS 2014 - Proceedings of the 16th International Conference on Enterprise Information Systems

2014 | conference-paper

A data-driven approach to predict the success of bank telemarketing

Decision Support Systems

2014 | journal-article

A novel approach to predicting Young's modulus of jet grouting laboratory formulations over time using data mining techniques

Engineering Geology

2014 | journal-article

Artificial Intelligence approaches for the generation and assessment of believable human-like behaviour in virtual characters

Expert Systems with Applications

2014 | journal-article

Automatic creation of stock market lexicons for sentiment analysis using stocktwits data

ACM International Conference Proceeding Series

2014 | conference-paper

Evolutionary optimization of sparsely connected and time-lagged neural networks for time series forecasting

Applied Soft Computing Journal

2014 | journal-article

Evolving Artificial Neural Networks applied to generate virtual characters

IEEE Conference on Computatonal Intelligence and Games, CIG

2014 | conference-paper

Global and decomposition evolutionary support vector machine approaches for time series forecasting

Neural Computing and Applications

2014 | journal-article

Predicting inpatient length of stay in a Portuguese hospital using the CRISP-DM methodology,Previsão de tempos de internamento num hospital português: Aplicação da metodologia CRISP-DM

RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao

2014 | journal-article

Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns

Computers and Geotechnics

2014 | journal-article

Use of DM techniques in earthworks management: A case study

Geotechnical Special Publication

2014 | conference-paper

A framework for robust traffic engineering using evolutionary computation

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

2013 | book

Artificial intelligence applications in transportation geotechnics

Geotechnical and Geological Engineering

2013 | journal-article

Data-driven models for Uniaxial Compressive Strength prediction applied to unseen data

Modelling and Simulation 2013 - European Simulation and Modelling Conference, ESM 2013

2013 | conference-paper

Email spam detection: A symbiotic feature selection approach fostered by evolutionary computation

International Journal of Information Technology and Decision Making

2013 | journal-article

Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations

Expert Systems with Applications

2013 | journal-article

Knowledge discovery and business intelligence

Expert Systems

2013 | journal-article

On the predictability of stock market behavior using StockTwits sentiment and posting volume

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

2013 | book

Preface

CEUR Workshop Proceedings

2013 | conference-paper

Robust optimization of intradomain routing using Evolutionary Algorithms

Advances in Intelligent Systems and Computing

2013 | book

Short-term electric load forecasting using computational intelligence methods

IEEE International Conference on Fuzzy Systems

2013 | conference-paper

Some experiments on modeling stock market behavior using investor sentiment analysis and posting volume from twitter

ACM International Conference Proceeding Series

2013 | conference-paper

Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble

Neurocomputing

2013 | journal-article

Using sensitivity analysis and visualization techniques to open black box data mining models

Information Sciences

2013 | journal-article

Data Mining with Multilayer Perceptrons and Support Vector Machines

Intelligent Systems Reference Library

2012 | book

Evolutionary support vector machines for time series forecasting

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

2012 | book

Evolutionary symbiotic feature selection for email spam detection

ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics

2012 | conference-paper

Jet grouting deformability modulus prediction using data mining tools

Advances in Transportation Geotechnics II - Proceedings of the 2nd International Conference on Transportation Geotechnics, ICTG 2012

2012 | conference-paper

Jet grouting mechanicals properties prediction using data mining techniques

Geotechnical Special Publication

2012 | conference-paper

Multi-scale Internet traffic forecasting using neural networks and time series methods

Expert Systems

2012 | journal-article

Using data mining to study the impact of topology characteristics on the performance of wireless mesh networks

IEEE Wireless Communications and Networking Conference, WCNC

2012 | conference-paper

A data mining approach for predicting jet grouting geomechanical parameters

Geotechnical Special Publication

2011 | conference-paper

Application of data mining techniques in the estimation of mechanical properties of Jet Grouting laboratory formulations over time

Advances in Intelligent and Soft Computing

2011 | book

Application of data mining techniques in the estimation of the uniaxial compressive strength of jet grouting columns over time

Construction and Building Materials

2011 | journal-article

Evolving sparsely connected neural networks for multi-step ahead forecasting

Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication

2011 | conference-paper

Evolving time-lagged feedforward neural networks for time series forecasting

Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication

2011 | conference-paper

Forecasting seasonal time series with computational intelligence: Contribution of a combination of distinct methods

Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011 and French Days on Fuzzy Logic and Applications, LFA 2011

2011 | conference-paper

Multiobjective evolutionary algorithms for intradomain routing optimization

2011 IEEE Congress of Evolutionary Computation, CEC 2011

2011 | conference-paper

Opening black box Data Mining models using Sensitivity Analysis

IEEE SSCI 2011: Symposium Series on Computational Intelligence - CIDM 2011: 2011 IEEE Symposium on Computational Intelligence and Data Mining

2011 | conference-paper

Preface

Proceedings - IEEE International Conference on Data Mining, ICDM

2011 | conference-paper

Quality of Service constrained routing optimization using Evolutionary Computation

Applied Soft Computing Journal

2011 | journal-article

Symbiotic filtering for spam email detection

Expert Systems with Applications

2011 | journal-article

Traffic engineering approaches using multicriteria optimization techniques

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

2011 | book

UNI-AXIAL compressive strength prediction of jet grouting columns using support vector machines

ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011

2011 | conference-paper

Using data mining for bank direct marketing: An application of the CRISP-DM methodology

ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011

2011 | conference-paper

Using data mining techniques to predict deformability properties of jet grouting laboratory formulations over time

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

2011 | book

Weighted cross-validation evolving artificial neural networks to forecast time series

Advances in Intelligent and Soft Computing

2011 | book

A collaborative approach for spam detection

Proceedings - 2nd International Conference on Evolving Internet, Internet 2010, 1st International Conference on Access Networks, Services and Technologies, Access 2010

2010 | conference-paper

Data mining with neural networks and support vector machines using the R/rminer tool

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

2010 | book

New models for strength and deformability parameter calculation in rock masses using data-mining techniques

International Journal of Geomechanics

2010 | journal-article

Sensitivity analysis for time lag selection to forecast seasonal time series using neural networks and support vector machines

Proceedings of the International Joint Conference on Neural Networks

2010 | conference-paper

Spam email filtering using network-level properties

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

2010 | book

Using multiple regression, neural networks and support vector machines to predict lamb carcasses composition

6th International Conference on Simulation and Modelling in the Food and Bio-Industry 2010, FOODSIM 2010

2010 | conference-paper

A data mining approach for jet grouting uniaxial compressive strength prediction

2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings

2009 | conference-paper

An intelligent alarm management system for large-scale telecommunication companies

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

2009 | book

Data mining applied to compaction of geomaterials

Bearing Capacity of Roads, Railways and Airfields - Proceedings of the 8th International Conference on the Bearing Capacity of Roads, Railways and Airfields

2009 | conference-paper

Modeling wine preferences by data mining from physicochemical properties

Decision Support Systems

2009 | journal-article

Symbiotic Data Mining for personalized spam filtering

Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009

2009 | conference-paper

Using data mining for wine quality assessment

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

2009 | book

An evolutionary algorithm for unicast/ multicast traffic engineering

ICINCO 2008 - Proceedings of the 5th International Conference on Informatics in Control, Automation and Robotics

2008 | conference-paper

An intelligent decision support system for bridge safety assessment based on Data Mining models

WIT Transactions on Information and Communication Technologies

2008 | conference-paper

Forecasting internet traffic by neural networks under univariate and multivariate strategies

Artificial Neural Networks and Intelligent Information Processing - Proc. 4th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2008; ICINCO 2008

2008 | conference-paper

Multiconstrained optimization of networks with multicast and unicast traffic

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

2008 | book

Rating organ failure via adverse events using data mining in the intensive care unit

Artificial Intelligence in Medicine

2008 | journal-article

Using data mining to predict secondary school student performance

15th European Concurrent Engineering Conference 2008, ECEC 2008 - 5th Future Business Technology Conference, FUBUTEC 2008

2008 | conference-paper

Alternative models for the calculation of the RMR and Q indexes for granite rock masses

Applications of Computational Mechanics in Geotechnical Engineering - Proceedings of the 5th International Workshop on Applications of Computational Mechanics in Geotechnical Engineering

2007 | conference-paper

Automatic provisioning of QoS aware OSPF configurations

Journal of Networks

2007 | journal-article

Class-based OSPF traffic engineering inspired on evolutionary computation

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

2007 | book

Evolution of neural networks for classification and regression

Neurocomputing

2007 | journal-article

Evolutionary computation for quality of service internet routing optimization

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

2007 | book

Prediction of abnormal behaviors for intelligent video surveillance systems

Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007

2007 | conference-paper

Real-time intelligent decision support system for bridges structures behavior prediction

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

2007 | book

Topology aware internet traffic forecasting using neural networks

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

2007 | book

Corporate bankruptcy prediction using data mining techniques

WIT Transactions on Information and Communication Technologies

2006 | conference-paper

Efficient OSPF weight allocation for intra-domain QoS optimization

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

2006 | book

Internet traffic forecasting using neural networks

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | conference-paper

Lamb meat quality assessment by Support Vector Machines

Neural Processing Letters

2006 | journal-article

Mortality assessment in intensive care units via adverse events using artificial neural networks

Artificial Intelligence in Medicine

2006 | journal-article

N-ary trees classifier

ICINCO 2006 - 3rd International Conference on Informatics in Control, Automation and Robotics, Proceedings

2006 | conference-paper

QoS constrained internet routing with evolutionary algorithms

2006 IEEE Congress on Evolutionary Computation, CEC 2006

2006 | conference-paper

Selection of trees for rubbing by red and roe deer in forest plantations

Forest Ecology and Management

2006 | journal-article

Strength of corroded tapered plate girders under pure shear

Proceedings of the 3rd International Conference on Bridge Maintenance, Safety and Management - Bridge Maintenance, Safety, Management, Life-Cycle Performance and Cost

2006 | conference-paper

The OBSERVER: An intelligent and automated video surveillance system

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

2006 | book

A clustering approach for knowledge discovery in database marketing

6th Conference on Data Mining - Text Mining and Their Business Applications

2005 | conference-paper

Ecological mining - a case study on dam water quality

6th Conference on Data Mining - Text Mining and Their Business Applications

2005 | conference-paper

Evolutionary design of neural networks for classification and regression

7th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA)

2005 | conference-paper

INTCare: A knowledge discovery based intelligent decision support system for intensive care medicine

Journal of Decision Systems

2005 | journal-article

Lamb meat tenderness prediction using neural networks and sensitivity analysis

2005 European Simulation and Modelling Conference, ESM 2005 - Proceedings

2005 | conference-paper

Moving object detection unaffected by cast shadows, highlights and ghosts

Proceedings - International Conference on Image Processing, ICIP

2005 | conference-paper

Simultaneous evolution of neural network topologies and weights for classification and regression

Lecture Notes in Computer Science

2005 | conference-paper

Time series forecasting by evolutionary neural networks

Artificial Neural Networks in Real-Life Applications

2005 | book

Evolving time series forecasting ARMA models

Journal of Heuristics

2004 | journal-article

Multiple organ failure diagnosis using adverse events and neural networks

ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems

2004 | conference-paper

Evolutionary neural network learning

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

2003 | book

A lamarckian approach for neural network training

Neural Processing Letters

2002 | journal-article

Particle swarms for feedforward neural network training

Proceedings of the International Joint Conference on Neural Networks

2002 | conference-paper

Genetic and evolutionary algorithms for time series forecasting

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

2001 | book

Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization

Proceedings of the IEEE Conference on Evolutionary Computation, ICEC

2001 | conference-paper

Viewing scheduling problems through Genetic and Evolutionary Algorithms

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

2000 | book

A unified framework for data modeling on medical information systems

Studies in Health Technology and Informatics

1999 | book

A distributed web-based water quality diagnosis and simulation system in lakes and reservoirs

10th European Simulation Symposium (ESS 98)

1998 | conference-paper

Artificial neural network - genetic based approach for time series forecasting

Proceedings of the Brazilian Symposium on Neural Networks, SBRN

1997 | conference-paper

A software agent distributed system for dynamic load balancing

10th European Simulation Multiconference

1996 | conference-paper

Neural network based time series forecasting system

IEEE International Conference on Neural Networks - Conference Proceedings

1995 | conference-paper

2017