| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Márcia D. B. Oliveira, João Gama |
An overview of social network analysis.  |
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Márcia D. B. Oliveira, João Gama |
A framework to monitor clusters evolution applied to economy and finance problems. |
Intell. Data Anal. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian Pei, Joao Gama, Qiang Yang, Ronghuai Huang, Xue Li |
Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009). |
Knowl. Inf. Syst. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | José M. Carmona-Cejudo, Manuel Baena-García, Rafael Morales Bueno, João Gama, Albert Bifet |
Using GNUsmail to Compare Data Stream Mining Methods for On-line Email Classification. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Elena Ikonomovska, João Gama, Saso Dzeroski |
Learning model trees from evolving data streams. |
Data Min. Knowl. Discov. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Michael May |
Ubiquitous Knowledge Discovery. |
Intell. Data Anal. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Pedro Pereira Rodrigues, Luís M. B. Lopes |
Clustering distributed sensor data streams using local processing and reduced communication. |
Intell. Data Anal. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Ikonomovska, Kurt Driessens, Saso Dzeroski, João Gama |
Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams. |
ICDM Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Márcia D. B. Oliveira, João Gama |
Visualizing the Evolution of Social Networks. |
EPIA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Abreu Ferreira, João Gama, Vítor Santos Costa |
Constrained Sequential Pattern Knowledge in Multi-relational Learning. |
EPIA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama |
Reasoning about the Learning Process. |
EGC |
2011 |
DBLP BibTeX RDF |
|
| 1 | João Gama, Petr Kosina |
Learning Decision Rules from Data Streams. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joaquim Marques de Sá, Raquel Sebastião, João Gama, Tânia Fontes |
New Results on Minimum Error Entropy Decision Trees. |
CIARP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Pereira Rodrigues, João Gama, João Araújo, Luís M. B. Lopes |
L2GClust: local-to-global clustering of stream sources. |
SAC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Ikonomovska, João Gama, Saso Dzeroski |
Incremental multi-target model trees for data streams. |
SAC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Douglas de O. Cardoso, Priscila M. V. Lima, Massimo De Gregorio, João Gama, Felipe M. G. França |
Clustering data streams with weightless neural networks. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Elena Ikonomovska, João Gama, Bernard Zenko, Saso Dzeroski |
Speeding-Up Hoeffding-Based Regression Trees With Options. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | João Gama, Petr Kosina |
Learning about the Learning Process. |
IDA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Elizabeth Bradley, Jaakko Hollmén (eds.) |
Advances in Intelligent Data Analysis X - 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings |
IDA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | José M. Carmona-Cejudo, Manuel Baena-García, José del Campo-Ávila, Albert Bifet, João Gama, Rafael Morales Bueno |
Online Evaluation of Email Streaming Classifiers Using GNUsmail. |
IDA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Abreu Ferreira, João Gama, Vítor Santos Costa |
Sequential Pattern Knowledge in Multi-Relational Learning. |
ISCIS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shonali Krishnaswamy, Joao Gama, Mohamed Medhat Gaber |
Advances in data stream mining for mobile and ubiquitous environments. |
CIKM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Varun Chandola, Olufemi A. Omitaomu, Auroop R. Ganguly, Ranga Raju Vatsavai, Nitesh V. Chawla, Joao Gama, Mohamed Medhat Gaber |
Knowledge discovery from sensor data (SensorKDD). |
SIGKDD Explorations |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama |
Clustering from Data Streams. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Pedro Pereira Rodrigues, Eduardo J. Spinosa, André Carvalho Ponce Leon Ferreira de Carvalho |
Knowledge Discovery from Data Streams. |
Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Márcia D. B. Oliveira, João Gama |
MEC - Monitoring Clusters' Transitions. |
STAIRS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Kosina, João Gama, Raquel Sebastião |
Drift Severity Metric. |
ECAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Márcia D. B. Oliveira, João Gama |
Bipartite Graphs for Monitoring Clusters Transitions. |
IDA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohamed Medhat Gaber, Ranga Raju Vatsavai, Olufemi A. Omitaomu, João Gama, Nitesh V. Chawla, Auroop R. Ganguly (eds.) |
Knowledge Discovery from Sensor Data, Second International Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers |
KDD Workshop on Knowledge Discovery from Sensor Data |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Hillol Kargupta, Joao Gama, Wei Fan |
The next generation of transportation systems, greenhouse emissions, and data mining. |
KDD |
2010 |
DBLP DOI BibTeX RDF |
data mining, transportation systems |
| 1 | Olufemi A. Omitaomu, Ranga Raju Vatsavai, Auroop R. Ganguly, Nitesh V. Chawla, Joao Gama, Mohamed Medhat Gaber |
Knowledge discovery from sensor data (SensorKDD). |
SIGKDD Explorations |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Pereira Rodrigues, João Gama |
A system for analysis and prediction of electricity-load streams. |
Intell. Data Anal. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber |
Knowledge discovery from data streams. |
Intell. Data Anal. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Eduardo J. Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama |
Novelty detection with application to data streams. |
Intell. Data Anal. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Gladys Castillo, João Gama |
Adaptive Bayesian network classifiers. |
Intell. Data Anal. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Pedro Pereira Rodrigues |
Learning from Data Streams. |
Encyclopedia of Data Warehousing and Mining |
2009 |
DBLP BibTeX RDF |
|
| 1 | João Gama, Pedro Pereira Rodrigues |
Data Streams. |
Encyclopedia of Data Warehousing and Mining |
2009 |
DBLP BibTeX RDF |
|
| 1 | João Gama, Pedro Pereira Rodrigues |
An Overview on Mining Data Streams. |
Foundations of Computational Intelligence |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Raquel Sebastião, Pedro Pereira Rodrigues, João Gama |
Change Detection in Climate Data over the Iberian Peninsula. |
ICDM Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Petr Kosina |
Tracking Recurring Concepts with Meta-learners. |
EPIA |
2009 |
DBLP DOI BibTeX RDF |
Recurring Concepts, Data Streams, Concept Drift |
| 1 | Joaquim Marques de Sá, João Gama, Raquel Sebastião, Luís A. Alexandre |
Decision Trees Using the Minimum Entropy-of-Error Principle. |
CAIP |
2009 |
DBLP DOI BibTeX RDF |
entropy-of-error, node split criteria, decision trees |
| 1 | João Gama, Pedro Pereira Rodrigues, Raquel Sebastião |
Evaluating algorithms that learn from data streams. |
SAC |
2009 |
DBLP DOI BibTeX RDF |
learning from data streams, metrics and evaluation methods |
| 1 | Carlos Abreu Ferreira, João Gama, Vítor Santos Costa |
Sequential Pattern Mining in Multi-relational Datasets. |
CAEPIA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ronghuai Huang, Qiang Yang, Jian Pei, João Gama, Xiaofeng Meng, Xue Li (eds.) |
Advanced Data Mining and Applications, 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings |
ADMA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Vítor Santos Costa, Alípio Mário Jorge, Pavel Brazdil (eds.) |
Discovery Science, 12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009 |
Discovery Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Ikonomovska, João Gama, Raquel Sebastião, Dejan Gjorgjevik |
Regression Trees from Data Streams with Drift Detection. |
Discovery Science |
2009 |
DBLP DOI BibTeX RDF |
data stream, change detection, concept drift, regression trees, stream data mining |
| 1 | João Gama, Raquel Sebastião, Pedro Pereira Rodrigues |
Issues in evaluation of stream learning algorithms. |
KDD |
2009 |
DBLP DOI BibTeX RDF |
evaluation design, data streams |
| 1 | Olufemi A. Omitaomu, Auroop R. Ganguly, João Gama, Ranga Raju Vatsavai, Nitesh V. Chawla, Mohamed Medhat Gaber (eds.) |
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, Paris, France, June 28, 2009 |
KDD Workshop on Knowledge Discovery from Sensor Data |
2009 |
DBLP BibTeX RDF |
|
| 1 | Pedro Pereira Rodrigues, João Gama, João Pedro Pedroso |
Hierarchical Clustering of Time-Series Data Streams. |
IEEE Trans. Knowl. Data Eng. |
2008 |
DBLP DOI BibTeX RDF |
Data mining, Clustering, Real time, Industrial control, Correlation and regression analysis |
| 1 | Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho |
The Dimension of Ecocs for Multiclass Classification Problems. |
International Journal on Artificial Intelligence Tools |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ranga Raju Vatsavai, Olufemi A. Omitaomu, Joao Gama, Nitesh V. Chawla, Mohamed Medhat Gaber, Auroop R. Ganguly |
Knowledge discovery from sensor data (SensorKDD). |
SIGKDD Explorations |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | José del Campo-Ávila, Gonzalo Ramos-Jiménez, João Gama, Rafael Morales Bueno |
Improving the performance of an incremental algorithm driven by error margins. |
Intell. Data Anal. |
2008 |
DBLP BibTeX RDF |
|
| 1 | João Gama, Jesús S. Aguilar-Ruiz, Ralf Klinkenberg |
Knowledge discovery from data streams. |
Intell. Data Anal. |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho, João Gama |
A review on the combination of binary classifiers in multiclass problems. |
Artif. Intell. Rev. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Pereira Rodrigues, João Gama, Luís M. B. Lopes |
Clustering Distributed Sensor Data Streams. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
online adaptive clustering, distributed data streams, incremental discretization, frequent items monitoring, sensor networks |
| 1 | Pedro Pereira Rodrigues, João Gama, Zoran Bosnic |
Online Reliability Estimates for Individual Predictions in Data Streams. |
ICDM Workshops |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Raquel Sebastião, João Gama, Teresa Mendonça |
Learning from Data Streams: Synopsis and Change Detection. |
STAIRS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Pereira Rodrigues, João Gama |
Robust Division in Clustering of Streaming Time Series. |
ECAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, André Carlos Ponce Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz |
Special track on Data Streams: editorial message. |
SAC |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho, João Gama |
Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks. |
SAC |
2008 |
DBLP DOI BibTeX RDF |
clustering, data streams, novelty detection |
| 1 | Carlos Abreu Ferreira, João Gama, Vítor Santos Costa |
RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets. |
ICTAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Ikonomovska, Joao Gama |
Learning Model Trees from Data Streams. |
Discovery Science |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Raquel Sebastião, João Gama, Pedro Pereira Rodrigues, João Bernardes |
Monitoring Incremental Histogram Distribution for Change Detection in Data Streams. |
KDD Workshop on Knowledge Discovery from Sensor Data |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Pereira Rodrigues, João Gama |
A Simple Dense Pixel Visualization for Mobile Sensor Data Mining. |
KDD Workshop on Knowledge Discovery from Sensor Data |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Pedro Pereira Rodrigues |
Stream-Based Electricity Load Forecast. |
PKDD |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Pereira Rodrigues, João Gama |
Semi-fuzzy Splitting in Online Divisive-Agglomerative Clustering. |
EPIA Workshops |
2007 |
DBLP DOI BibTeX RDF |
streaming time series, fuzzy clustering, hierarchical models |
| 1 | Raquel Sebastião, João Gama |
Change Detection in Learning Histograms from Data Streams. |
EPIA Workshops |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Pinto, Joao Gama |
Incremental discretization, application to data with concept drift. |
SAC |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Eduardo J. Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama |
OLINDDA: a cluster-based approach for detecting novelty and concept drift in data streams. |
SAC |
2007 |
DBLP DOI BibTeX RDF |
clustering, data streams, concept drift, novelty detection |
| 1 | Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho |
Pursuing the Best ECOC Dimension for Multiclass Problems. |
FLAIRS Conference |
2007 |
DBLP BibTeX RDF |
|
| 1 | João Gama, Ricardo Fernandes, Ricardo Rocha |
Decision trees for mining data streams. |
Intell. Data Anal. |
2006 |
DBLP BibTeX RDF |
|
| 1 | João Gama, Pedro Pereira Rodrigues, Jesús S. Aguilar-Ruiz |
An Overview on Learning from Data Streams. |
New Generation Comput. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Gladys Castillo, João Gama |
An Adaptive Prequential Learning Framework for Bayesian Network Classifiers. |
PKDD |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Pereira Rodrigues, João Gama, João Pedro Pedroso |
ODAC: Hierarchical Clustering of Time Series Data Streams. |
SDM |
2006 |
DBLP BibTeX RDF |
|
| 1 | João Gama, Carlos Pinto |
Discretization from data streams: applications to histograms and data mining. |
SAC |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Gladys Castillo |
Learning with Local Drift Detection. |
ADMA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Milton Severo, João Gama |
Change Detection with Kalman Filter and CUSUM. |
Discovery Science |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Pedro Medas |
Learning Decision Trees from Dynamic Data Streams. |
J. UCS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Jesús S. Aguilar-Ruiz, João Gama |
Data Streams J.UCS Special Issue. |
J. UCS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Alípio Jorge, Luís Torgo, Pavel Brazdil, Rui Camacho, João Gama (eds.) |
Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings |
PKDD |
2005 |
DBLP BibTeX RDF |
|
| 1 | João Gama, João Moura Pires, Margarida Cardoso, Nuno Cavalheiro Marques, Luís Cavique |
Introduction. |
EPIA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Pedro Medas, Pedro Pereira Rodrigues |
Learning decision trees from dynamic data streams. |
SAC |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Rui Camacho, Pavel Brazdil, Alípio Jorge, Luís Torgo (eds.) |
Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings |
ECML |
2005 |
DBLP BibTeX RDF |
|
| 1 | Gladys Castillo, João Gama |
Bias Management of Bayesian Network Classifiers. |
Discovery Science |
2005 |
DBLP DOI BibTeX RDF |
Bias Management, Machine Learning, Bayesian Classifiers |
| 1 | Alexandros Kalousis, Joao Gama, Melanie Hilario |
On Data and Algorithms: Understanding Inductive Performance. |
Machine Learning |
2004 |
DBLP DOI BibTeX RDF |
error correlation, classifier ranking, clustering datasets, clustering classifiers, classification, meta-learning |
| 1 | João Gama |
Functional Trees. |
Machine Learning |
2004 |
DBLP DOI BibTeX RDF |
multivariate decision trees, supervised learning, multiple models |
| 1 | Miroslav Kubat, Joao Gama, Paul E. Utgoff |
Incremental learning and concept drift: Editor's introduction. |
Intell. Data Anal. |
2004 |
DBLP BibTeX RDF |
|
| 1 | João Gama, Pedro Medas, Gladys Castillo, Pedro Pereira Rodrigues |
Learning with Drift Detection. |
SBIA |
2004 |
DBLP DOI BibTeX RDF |
Incremental Supervised Learning, Machine Learning, Concept Drift |
| 1 | João Gama, Pedro Medas, Ricardo Rocha |
Forest trees for on-line data. |
SAC |
2004 |
DBLP DOI BibTeX RDF |
Hybrid Forest of Trees, data streams |
| 1 | João Gama, Pedro Medas |
Learning in Dynamic Environments: Decision Trees for Data Streams. |
PRIS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Joao Gama |
Iterative Bayes. |
Theor. Comput. Sci. |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Gladys Castillo, João Gama, Pedro Medas |
Adaptation to Drifting Concepts. |
EPIA |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Gladys Castillo, João Gama, Ana M. Breda |
Adaptive Bayes for a Student Modeling Prediction Task Based on Learning Styles. |
User Modeling |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gama, Ricardo Rocha, Pedro Medas |
Accurate decision trees for mining high-speed data streams. |
KDD |
2003 |
DBLP DOI BibTeX RDF |
functional leaves, incremental decision trees, data streams |
| 1 | João Gama, Gladys Castillo |
Adaptive Bayes. |
IBERAMIA |
2002 |
DBLP DOI BibTeX RDF |
Adaptive Bayes, Incremental Systems, Machine Learning, User Modeling |
| 1 | Joao Gama |
An Analysis of Functional Trees. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Joao Gama |
Functional Trees for Classification. |
ICDM |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Nuno Amado, Joao Gama, Fernando M. A. Silva |
Parallel Implementation of Decision Tree Learning Algorithms. |
EPIA |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Joao Gama |
Functional Trees for Regression. |
IDA |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Joao Gama |
Functional Trees. |
Discovery Science |
2001 |
DBLP DOI BibTeX RDF |
Decision Trees, Multiple Models, Supervised Machine Learning |
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