Search results for "meta-learning"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Ricardo Bastos Cavalcante Prudêncio, Marcilio C. P. de Souto, Teresa Bernarda Ludermir	Selecting Machine Learning Algorithms Using the Ranking Meta-Learning Approach.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
3	Norbert Jankowski, Krzysztof Grabczewski	Universal Meta-Learning Architecture and Algorithms.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
3	Joaquin Vanschoren	Meta-Learning Architectures: Collecting, Organizing and Exploiting Meta-Knowledge.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
3	Wlodzislaw Duch, Tomasz Maszczyk, Marek Grochowski	Optimal Support Features for Meta-Learning.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
3	Kate Amanda Smith-Miles, Rafiqul M. D. Islam	Meta-Learning of Instance Selection for Data Summarization.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
3	Ciro Castiello, Anna Maria Fanelli	Computational Intelligence for Meta-Learning: A Promising Avenue of Research.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
3	Tomasz Maszczyk, Marek Grochowski, Wlodzislaw Duch	Discovering Data Structures Using Meta-learning, Visualization and Constructive Neural Networks.	Advances in Machine Learning II	2010	DBLP DOI BibTeX RDF	constructive neural networks, machine learning, visualization, Meta-learning, projection pursuit
3	Ryan J. Meuth	Meta-learning genetic programming.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	even parity, pac-man, genetic programming, memetic algorithms, meta-learning, late breaking abstract
3	Rodrigo G. F. Soares, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho	An Analysis of Meta-learning Techniques for Ranking Clustering Algorithms Applied to Artificial Data.	ICANN	2009	DBLP DOI BibTeX RDF	Clustering, Meta-learning
3	Kate Smith-Miles	Cross-disciplinary perspectives on meta-learning for algorithm selection.	ACM Comput. Surv.	2008	DBLP DOI BibTeX RDF	dataset characterization, empirical hardness, landscape analysis, classification, combinatorial optimization, sorting, constraint satisfaction, forecasting, model selection, meta-learning, Algorithm selection
3	Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi	Evaluating a Constructive Meta-learning Algorithm for a Rule Evaluation Support Method Based on Objective Indices.	KES	2007	DBLP DOI BibTeX RDF	Rule Evaluation Support, Objective Rule Evaluation Index, Constructive Meta-learning, Data Mining, Post-processing
3	Carlos Soares, Pavel Brazdil	Selecting parameters of SVM using meta-learning and kernel matrix-based meta-features.	SAC	2006	DBLP DOI BibTeX RDF	support vector machines, meta-learning, parameter selection
3	Ping Luo, Qing He, Rui Huang, Fen Lin, Zhongzhi Shi	Execution Engine of Meta-learning System for KDD in Multi-agent Environment.	AIS-ADM	2005	DBLP DOI BibTeX RDF	execution engine, data mining workflow, multi-agent environment, meta-learning
3	Carlos Soares, Pavel Brazdil, Petr Kuba	A Meta-Learning Method to Select the Kernel Width in Support Vector Regression.	Machine Learning	2004	DBLP DOI BibTeX RDF	learning rankings, support vector machines, meta-learning, parameter setting, Gaussian kernel
3	Christophe G. Giraud-Carrier, Ricardo Vilalta, Pavel Brazdil	Introduction to the Special Issue on Meta-Learning.	Machine Learning	2004	DBLP DOI BibTeX RDF	meta-knowledge, inductive bias, dynamic bias selection, meta-learning
3	Kwok-Yin Lai, Wai Lam	Meta-learning Models for Automatic Textual Document Categorization.	PAKDD	2001	DBLP DOI BibTeX RDF	Text Mining, Text Categorization, Meta-Learning
2	Melanie Hilario, Phong Nguyen, Huyen Do, Adam Woznica, Alexandros Kalousis	Ontology-Based Meta-Mining of Knowledge Discovery Workflows.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
2	Damien François, Vincent Wertz, Michel Verleysen	Choosing the Metric: A Simple Model Approach.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
2	Talib S. Hussain	A Meta-Model Perspective and Attribute Grammar Approach to Facilitating the Development of Novel Neural Network Models.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
2	Pavel Kordík, Ján Cerný	Self-organization of Supervised Models.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
2	Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi	Evaluating Learning Algorithms Composed by a Constructive Meta-learning Scheme for a Rule Evaluation Support Method.	Mining Complex Data	2009	DBLP DOI BibTeX RDF
2	Piotr Andruszkiewicz	Classification with Meta-learning in Privacy Preserving Data Mining.	DASFAA Workshops	2009	DBLP DOI BibTeX RDF
2	Saied Haidarian Shahri, Hasan M. Jamil	An Extendable Meta-learning Algorithm for Ontology Mapping.	FQAS	2009	DBLP DOI BibTeX RDF
2	Petr Kadlec, Bogdan Gabrys	Architecture for development of adaptive on-line prediction models.	Memetic Computing	2009	DBLP DOI BibTeX RDF	Adaptive systems, Industrial applications, Ensemble methods, Meta learning, Local learning, Life-long learning, Soft sensors
2	Saddys Segrera, Joel Pinho Lucas, María N. Moreno García	Information-Theoretic Measures for Meta-learning.	HAIS	2008	DBLP DOI BibTeX RDF	classification, stacking, meta-learning
2	Jiexing Gu, Ziming Zheng, Zhiling Lan, John White, Eva Hocks, Byung-Hoon Park	Dynamic Meta-Learning for Failure Prediction in Large-Scale Systems: A Case Study.	ICPP	2008	DBLP DOI BibTeX RDF
2	Krzysztof Grabczewski, Norbert Jankowski	Meta-learning with Machine Generators and Complexity Controlled Exploration.	ICAISC	2008	DBLP DOI BibTeX RDF
2	Kate Amanda Smith-Miles	Towards insightful algorithm selection for optimisation using meta-learning concepts.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Norbert Jankowski, Krzysztof Grabczewski	Building meta-learning algorithms basing on search controlled by machine complexity.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Marcílio Carlos Pereira de Souto, Ricardo Bastos Cavalcante Prudêncio, Rodrigo G. F. Soares, Daniel S. A. de Araujo, Ivan G. Costa, Teresa Bernarda Ludermir, Alexander Schliep	Ranking and selecting clustering algorithms using a meta-learning approach.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Ricardo Bastos Cavalcante Prudêncio, Teresa Bernarda Ludermir	Active Meta-Learning with Uncertainty Sampling and Outlier Detection.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Petra Perner	Case-Based Reasoning and the Statistical Challenges.	ECCBR	2008	DBLP DOI BibTeX RDF	CBR Meta-learning, Image Processing, Signal Processing, Similarity, Case-Based Reasoning, Incremental Learning, Memory Organization
2	Ricardo Bastos Cavalcante Prudêncio, Teresa Bernarda Ludermir	Active Selection of Training Examples for Meta-Learning.	HIS	2007	DBLP DOI BibTeX RDF
2	Gregor Stiglic, Peter Kokol	Effectiveness of Rotation Forest in Meta-learning Based Gene Expression Classification.	CBMS	2007	DBLP DOI BibTeX RDF
2	Rongfang Bie, Xin Jin, Chuanliang Chen, Chuan Xu, Ronghuai Huang	Meta Learning Intrusion Detection in Real Time Network.	ICANN	2007	DBLP DOI BibTeX RDF
2	Krzysztof Grabczewski, Norbert Jankowski	Versatile and Efficient Meta-Learning Architecture: Knowledge Representation and Management in Computational Intelligence.	CIDM	2007	DBLP DOI BibTeX RDF
2	Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang	Tagging over time: real-world image annotation by lightweight meta-learning.	ACM Multimedia	2007	DBLP DOI BibTeX RDF
2	Kate Smith-Miles	Meta-Learning: From Classification to Forecasting, to Optimization, and Beyond.	ACIS-ICIS	2007	DBLP DOI BibTeX RDF
2	Victor S. Sheng, Charles X. Ling	Roulette Sampling for Cost-Sensitive Learning.	ECML	2007	DBLP DOI BibTeX RDF	data mining, machine learning, classification, decision trees, cost-sensitive learning, meta-learning
2	Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi	Evaluating Learning Algorithms Composed by a Constructive Meta-Learning Scheme for a Rule Evaluation Support Method.	ICDM Workshops	2006	DBLP DOI BibTeX RDF
2	Asma Abu Salah, Yahya Al-Salqan	Meta-Learning Evolutionary Artificial Neural Networks Using Cellular Configurations: Experimental Works.	ICIC	2006	DBLP DOI BibTeX RDF
2	Arijit Bhattacharya, Ajith Abraham, Crina Grosan, Pandian Vasant, Sangyong Han	Meta-Learning Evolutionary Artificial Neural Network for Selecting Flexible Manufacturing Systems.	ISNN	2006	DBLP DOI BibTeX RDF
2	Fabrício Enembreck, Bráulio Coelho Ávila	Comparing Meta-learning Algorithms.	IBERAMIA-SBIA	2006	DBLP DOI BibTeX RDF
2	Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi	Evaluating Learning Algorithms with Meta-learning Schemes for a Rule Evaluation Support Method Based on Objective Indices.	PKAW	2006	DBLP DOI BibTeX RDF
2	Lisa Fan, Minxiao Lei	Reducing Cognitive Overload by Meta-Learning Assisted Algorithm Selection.	IEEE ICCI	2006	DBLP DOI BibTeX RDF
2	Fabian Mörchen, Ingo Mierswa, Alfred Ultsch	Understandable models Of music collections based on exhaustive feature generation with temporal statistics.	KDD	2006	DBLP DOI BibTeX RDF	music mining, logistic regression, meta learning, genre classification, feature generation
2	Deborah R. Carvalho, Alex Alves Freitas	Evaluating Six Candidate Solutions for the Small-Disjunct Problem and Choosing the Best Solution via Meta-Learning.	Artif. Intell. Rev.	2005	DBLP DOI BibTeX RDF	genetic algorithms, data mining, classification, decision trees, instance-based learning
2	Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli	Meta-data: Characterization of Input Features for Meta-learning.	MDAI	2005	DBLP DOI BibTeX RDF
2	Leelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate A. Smith	Computation of Meta-Learning Classifiers in Distributed Data Mining using a Novel Cognitive Memory Model.	IAT	2005	DBLP DOI BibTeX RDF
2	Ciro Castiello, Anna Maria Fanelli	Meta-learning Experiences with the Mindful System.	CIS	2005	DBLP DOI BibTeX RDF
2	Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli	Exploring the Way for Meta-learning with the Mindful System.	WILF	2005	DBLP DOI BibTeX RDF
2	Abraham Bagherjeiran, Ricardo Vilalta, Christoph F. Eick	Content-Based Image Retrieval through a Multi-Agent Meta-Learning Framework.	ICTAI	2005	DBLP DOI BibTeX RDF
2	Li-ying Yang, Zheng Qin	The Effect of Correlation on the Accuracy of Meta-Learning Approach.	ICALT	2005	DBLP DOI BibTeX RDF
2	Akihiro Kashihara, Shinobu Hasegawa	Learning how to learn with web contents.	WWW (Special interest tracks and posters)	2005	DBLP DOI BibTeX RDF	hyperspace, learning affordance, navigational learning, meta-learning, web contents
2	Hidenao Abe, Takahira Yamaguchi	Constructive Meta-learning with Machine Learning Method Repositories.	IEA/AIE	2004	DBLP DOI BibTeX RDF
2	Rui Leite, Pavel Brazdil	Improving Progressive Sampling via Meta-learning on Learning Curves.	ECML	2004	DBLP DOI BibTeX RDF
2	Clifton Phua, Damminda Alahakoon, Vincent C. S. Lee	Minority report in fraud detection: classification of skewed data.	SIGKDD Explorations	2004	DBLP DOI BibTeX RDF	multiple classifier systems, fraud detection, meta-learning
2	R. Syama Sundar Yadav, Deepak Khemani	An Oracle Based Meta-learner for Function Decomposition.	AIMSA	2004	DBLP DOI BibTeX RDF	Machine learning, Bagging, Meta-learning, Function decomposition
2	Takayuki Oohira, Koichiro Yamauchi, Takashi Omori	Meta-learning for Fast Incremental Learning.	ICANN	2003	DBLP DOI BibTeX RDF
2	Yonghong Peng, Peter A. Flach, Carlos Soares, Pavel Brazdil	Improved Dataset Characterisation for Meta-learning.	Discovery Science	2002	DBLP DOI BibTeX RDF
2	Alexandros Kalousis, Melanie Hilario	Feature Selection for Meta-learning.	PAKDD	2001	DBLP DOI BibTeX RDF
2	Juan A. Botía, Antonio F. Gómez-Skarmeta, Mercedes Valdés, Antonio Padilla	METALA: A Meta-learning Architecture.	Fuzzy Days	2001	DBLP DOI BibTeX RDF
2	Pavel Brazdil, Carlos Soares, Rui Pereira	Reducing Rankings of Classifiers by Eliminating Redundant Classifiers.	EPIA	2001	DBLP DOI BibTeX RDF	ranking, meta-learning, algorithm selection
2	Juan A. Botía, Antonio F. Gómez-Skarmeta, Juan R. Velasco, Mercedes Garijo	A Proposal for Meta-Learning Through a Multi-Agent System.	Agents Workshop on Infrastructure for Multi-Agent Systems	2000	DBLP DOI BibTeX RDF
2	Alexandros Kalousis, Melanie Hilario	Model selection via meta-learning: a comparative study.	ICTAI	2000	DBLP DOI BibTeX RDF	NOEMON, dataset characteristics, base-level inducers, instance based learners, boosted decision trees, learning (artificial intelligence), decision trees, decision trees, meta-models, model selection, meta-learning, instance based learning
2	Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan	Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation.	ADBIS	1999	DBLP DOI BibTeX RDF
1	Shifei Zhou, Kin Keung Lai, Jerome Yen	A dynamic meta-learning rate-based model for gold market forecasting.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Matthias Reif, Faisal Shafait, Andreas Dengel	Meta-learning for evolutionary parameter optimization of classifiers.	Machine Learning	2012	DBLP DOI BibTeX RDF
1	Fuzhi Zhang, Quanqiang Zhou	A Meta-learning-based Approach for Detecting Profile Injection Attacks in Collaborative Recommender Systems.	JCP	2012	DBLP DOI BibTeX RDF
1	Taciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André C. P. L. F. Carvalho	Combining meta-learning and search techniques to select parameters for support vector machines.	Neurocomputing	2012	DBLP DOI BibTeX RDF
1	John Pillay, Ray Hackney, Ashley Braganza	Informing strategic IS change: Towards a 'meta-learning' framework.	J. Strategic Inf. Sys.	2012	DBLP DOI BibTeX RDF
1	Matthias Reif	A Comprehensive Dataset for Evaluating Approaches of Various Meta-learning Tasks.	ICPRAM	2012	DBLP BibTeX RDF
1	Eitan Menahem, Lior Rokach, Yuval Elovici	Combining One-Class Classifiers via Meta-Learning	CoRR	2011	DBLP BibTeX RDF
1	Jorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares	Selection of algorithms to solve traveling salesman problems using meta-learning.	Int. J. Hybrid Intell. Syst.	2011	DBLP DOI BibTeX RDF
1	Norbert Jankowski, Wlodzislaw Duch, Krzysztof Grabczewski (eds.)	Meta-Learning in Computational Intelligence		2011	DBLP DOI BibTeX RDF
1	Lena Chekina, Lior Rokach, Bracha Shapira	Meta-learning for Selecting a Multi-label Classification Algorithm.	ICDM Workshops	2011	DBLP DOI BibTeX RDF
1	Toshiyuki Yasuda, Motohiro Wada, Kazuhiro Ohkura	Instance-Based Reinforcement Learning Technique with a Meta-learning Mechanism for Robust Multi-Robot Systems.	TAROS	2011	DBLP DOI BibTeX RDF
1	Anna Friedlander, Kourosh Neshatian, Mengjie Zhang	Meta-learning and feature ranking using genetic programming for classification: Variable terminal weighting.	IEEE Congress on Evolutionary Computation	2011	DBLP DOI BibTeX RDF
1	Kazuhisa Seta, Chihiro Hara, Minoru Fujiwara, Motohide Umano, Mitsuru Ikeda	Presentation Based Meta-learning Support System Tightens Learners' Evaluation Criteria.	KES	2011	DBLP DOI BibTeX RDF
1	Tomás Vidal Arredondo, Wladimir O. Ormazábal, Diego Candel, Werner Creixell	Meta-learning Based Optimization of Metabolic Pathway Data-Mining Inference System.	IEA/AIE	2011	DBLP DOI BibTeX RDF
1	Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, Teresa Bernarda Ludermir	Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection.	HAIS	2011	DBLP DOI BibTeX RDF
1	Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, Teresa Bernarda Ludermir	Uncertainty Sampling-Based Active Selection of Datasetoids for Meta-learning.	ICANN	2011	DBLP DOI BibTeX RDF
1	Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent	Classification by Cluster Analysis: A New Meta-Learning Based Approach.	MCS	2011	DBLP DOI BibTeX RDF
1	Ondrej Kazík, Klára Pesková, Martin Pilát, Roman Neruda	Meta Learning in Multi-agent Systems for Data Mining.	IAT	2011	DBLP DOI BibTeX RDF
1	Kazuhisa Seta, Hiroshi Maeno, Motohide Umano, Mitsuru Ikeda	An Integrated Framework as a Foundation to Develop Meta-learning Support Systems.	AIED	2011	DBLP DOI BibTeX RDF
1	Salvatore Gaglio, Giuseppe Lo Re, Marco Ortolani	Cognitive Meta-learning of Syntactically Inferred Concepts.	BICA	2011	DBLP DOI BibTeX RDF
1	Dariusz Plewczynski	Landau Theory of Meta-learning.	SIIS	2011	DBLP DOI BibTeX RDF
1	Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, Teresa Bernarda Ludermir	Uncertainty sampling methods for selecting datasets in active meta-learning.	IJCNN	2011	DBLP DOI BibTeX RDF
1	Dariusz Plewczynski	Brainstorming - Agent based Meta-learning Approach.	ICAART	2011	DBLP BibTeX RDF
1	Gregor Stiglic, Mateja Bajgot, Peter Kokol	Gene set enrichment meta-learning analysis: next- generation sequencing versus microarrays.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Predrag T. Tosic, Ricardo Vilalta	A unified framework for reinforcement learning, co-learning and meta-learning how to coordinate in collaborative multi-agent systems.	Procedia CS	2010	DBLP DOI BibTeX RDF
1	Pavel Kordík, Jan Koutník, Jan Drchal, Oleg Kovárík, Miroslav Cepek, Miroslav Snorek	Meta-learning approach to neural network optimization.	Neural Networks	2010	DBLP DOI BibTeX RDF
1	Zhiling Lan, Jiexing Gu, Ziming Zheng, Rajeev Thakur, Susan Coghlan	A study of dynamic meta-learning for failure prediction in large-scale systems.	J. Parallel Distrib. Comput.	2010	DBLP DOI BibTeX RDF
1	Christiane Lemke, Bogdan Gabrys	Meta-learning for time series forecasting and forecast combination.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil	Meta-Learning - Concepts and Techniques.	Data Mining and Knowledge Discovery Handbook	2010	DBLP DOI BibTeX RDF
1	Rodica Potolea, Silviu Cacoveanu, Camelia Lemnaru	Meta-learning Framework for Prediction Strategy Evaluation.	ICEIS	2010	DBLP DOI BibTeX RDF
1	Silviu Cacoveanu, Camelia Vidrighin Bratu, Rodica Potolea	Evaluating Prediction Strategies in an Enhanced Meta-learning Framework.	ICEIS	2010	DBLP BibTeX RDF
1	Runxin Wang, Lei Shi, Mícheál Ó Foghlú, Eric Robson	A Meta-learning Method for Concept Drift.	KDIR	2010	DBLP BibTeX RDF
1	Petr Berka, Jan Rauch	Meta-learning for Post-processing of Association Rules.	DaWak	2010	DBLP DOI BibTeX RDF
1	Predrag T. Tosic, Ricardo Vilalta	Learning and Meta-Learning for Coordination of Autonomous Unmanned Vehicles - A Preliminary Analysis.	ECAI	2010	DBLP BibTeX RDF