Search results for "feature construction"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Leila Shila Shafti, Eduardo Pérez	Feature Construction and Feature Selection in Presence of Attribute Interactions.	HAIS	2009	DBLP DOI BibTeX RDF	genetic algorithms, data reduction, feature construction
3	Rayner Alfred	DARA: Data Summarisation with Feature Construction.	Asia International Conference on Modelling and Simulation	2008	DBLP DOI BibTeX RDF	Descriptive Induction Algorithm, Clustering, Feature Construction, Data summarisation
3	Rayner Alfred	A Genetic-Based Feature Construction Method for Data Summarisation.	ADMA	2008	DBLP DOI BibTeX RDF	Genetic Algorithm, Clustering, Feature Construction, Data Summarisation
3	Rayner Alfred	Dynamic Aggregation of Relational Attributes Based on Feature Construction.	ADBIS	2008	DBLP DOI BibTeX RDF	Genetic Algorithm, Clustering, Feature Construction, Data Summarisation
3	Leila Shila Shafti, Eduardo Pérez	MDL-based fitness for feature construction.	GECCO	2007	DBLP DOI BibTeX RDF	machine learning, Entropy, MDL, fitness function, feature construction, attribute interaction
3	Leila Shila Shafti, Eduardo Pérez	Fitness Function Comparison for GA-Based Feature Construction.	CAEPIA	2007	DBLP DOI BibTeX RDF	genetic algorithms, Machine learning, feature selection, Entropy, feature construction, MDL principle, attribute interaction
2	Guangchen Ruan, Ying Tan	A three-layer back-propagation neural network for spam detection using artificial immune concentration.	Soft Comput.	2010	DBLP DOI BibTeX RDF	Neural networks, Artificial Immune System, Concentration, Feature construction, Spam detection
2	Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut	Application-Independent Feature Construction from Noisy Samples.	PAKDD	2009	DBLP DOI BibTeX RDF
2	Pablo Bermejo, Hideo Joho, Joemon M. Jose, Robert Villa	Comparison of Feature Construction Methods for Video Relevance Prediction.	MMM	2009	DBLP DOI BibTeX RDF	video retrieval, feature construction, relevance prediction
2	Huicheng Zheng, Grégoire Lefebvre, Christophe Laurent	Fast-Learning Adaptive-Subspace Self-Organizing Map: An Application to Saliency-Based Invariant Image Feature Construction.	IEEE Transactions on Neural Networks	2008	DBLP DOI BibTeX RDF
2	Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut	Feature Construction Based on Closedness Properties Is Not That Simple.	PAKDD	2008	DBLP DOI BibTeX RDF
2	Leila Shila Shafti, Eduardo Pérez	Data Reduction by Genetic Algorithms and Non-Algebraic Feature Construction: A Case Study.	HIS	2008	DBLP DOI BibTeX RDF	Non-algebraic Representation, Genetic Algorithm, Machine Learning, Data Reduction, Feature Construction, Attribute Interaction
2	Sachindra Joshi, Ganesh Ramakrishnan, Ashwin Srinivasan	Feature Construction Using Theory-Guided Sampling and Randomised Search.	ILP	2008	DBLP DOI BibTeX RDF
2	Kourosh Neshatian, Mengjie Zhang, Mark Johnston	Feature Construction and Dimension Reduction Using Genetic Programming.	Australian Conference on Artificial Intelligence	2007	DBLP DOI BibTeX RDF
2	Ata Kabán, Ella Bingham	ICA-Based Binary Feature Construction.	ICA	2006	DBLP DOI BibTeX RDF
2	Manolis Maragoudakis, Nikos Fakotakis	Bayesian Feature Construction.	SETN	2006	DBLP DOI BibTeX RDF
2	Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-François Boulicaut	Feature Construction and delta-Free Sets in 0/1 Samples.	Discovery Science	2006	DBLP DOI BibTeX RDF
2	Filip Zelezný, Nada Lavrac	Propositionalization-based relational subgroup discovery with RSD.	Machine Learning	2006	DBLP DOI BibTeX RDF	Feature construction, Subgroup discovery, Relational data mining, Propositionalization
2	Matthew G. Smith, Larry Bull	Genetic Programming with a Genetic Algorithm for Feature Construction and Selection.	Genetic Programming and Evolvable Machines	2005	DBLP DOI BibTeX RDF	genetic algorithm, machine learning, classification, feature selection, genetic programming, feature construction
2	Mark E. Roberts, Ela Claridge	A Multistage Approach to Cooperatively Coevolving Feature Construction and Object Detection.	EvoWorkshops	2005	DBLP DOI BibTeX RDF
2	Blaise Hanczar	Combining Feature Selection and Feature Construction to Improve Concept Learning for High Dimensional Data.	SARA	2005	DBLP DOI BibTeX RDF
2	Ingo Mierswa, Michael Wurst	Efficient Case Based Feature Construction.	ECML	2005	DBLP DOI BibTeX RDF
2	Mohammed A. Muharram, George D. Smith	Evolutionary Constructive Induction.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	classification, genetic programming, Feature construction
2	Mark E. Roberts, Ela Claridge	Cooperative Coevolution of Image Feature Construction and Object Detection.	PPSN	2004	DBLP DOI BibTeX RDF
2	Mohammed A. Muharram, George D. Smith	Evolutionary Feature Construction Using Information Gain and Gini Index.	EuroGP	2004	DBLP DOI BibTeX RDF
2	Tiffany Ya Tang, Keith C. C. Chan	Feature Construction for Student Group Forming Based on Their Browsing Behaviors in an E-learning System.	PRICAI	2002	DBLP DOI BibTeX RDF
2	Nada Lavrac, Filip Zelezný, Peter A. Flach	RSD: Relational Subgroup Discovery through First-Order Feature Construction.	ILP	2002	DBLP DOI BibTeX RDF
2	Pedro de Almeida, Luís Torgo	The Use of Domain Knowledge in Feature Construction for Financial Time Series Prediction.	EPIA	2001	DBLP DOI BibTeX RDF
2	Michael Buro	From Simple Features to Sophisticated Evaluation Functions.	Computers and Games	1998	DBLP DOI BibTeX RDF	automatic feature construction, GLEM, Othello
2	Jianping Zhang, Hsueh-Hsiang Lu	A Data-Driven Approach to Feature Construction.	ISMIS	1994	DBLP DOI BibTeX RDF
1	Dominique Gay, Nazha Selmaoui-Folcher, Jean-François Boulicaut	Application-independent feature construction based on almost-closedness properties.	Knowl. Inf. Syst.	2012	DBLP DOI BibTeX RDF
1	Petros-Fotios Alvanitopoulos, Marios Papavasileiou, Ioannis Andreadis, Anaxagoras Elenas	Seismic Intensity Feature Construction Based on the Hilbert-Huang Transform.	IEEE T. Instrumentation and Measurement	2012	DBLP DOI BibTeX RDF
1	Alexandros Lazaridis, Todor Ganchev, Iosif Mporas, Evangelos Dermatas, Nikos Fakotakis	Two-stage phone duration modelling with feature construction and feature vector extension for the needs of speech synthesis.	Computer Speech & Language	2012	DBLP DOI BibTeX RDF
1	Tobias Berka, Helmut A. Mayer	Nonlinear Feature Construction with Evolved Neural Networks for Classification Problems.	ICPRAM	2012	DBLP BibTeX RDF
1	Leander Schietgat, Fabrizio Costa, Jan Ramon, Luc De Raedt	Effective feature construction by maximum common subgraph sampling.	Machine Learning	2011	DBLP DOI BibTeX RDF
1	Kay Henning Brodersen, Florent Haiss, Cheng Soon Ong, Fabienne Jung, Marc Tittgemeyer, Joachim M. Buhmann, Bruno Weber, Klaas E. Stephan	Model-based feature construction for multivariate decoding.	NeuroImage	2011	DBLP DOI BibTeX RDF
1	Rayner Alfred	Feature Transformation: A Genetic-Based Feature Construction Method for Data Summarization.	Computational Intelligence	2011	DBLP DOI BibTeX RDF
1	Yu-Hsiang Wu, Jhu-Yun Huang, Shyi-Chyi Cheng, Chen-Kuei Yang, Chih-Lang Lin	Evolutionary Feature Construction for Ultrasound Image Processing and its Application to Automatic Liver Disease Diagnosis.	CISIS	2011	DBLP DOI BibTeX RDF
1	David Garcia, Antonio Gonzalez, Raul Perez	A two-step approach of feature construction for a genetic learning algorithm.	FUZZ-IEEE	2011	DBLP DOI BibTeX RDF
1	Mauro Castelli, Luca Manzoni, Leonardo Vanneschi	Multi Objective Genetic Programming for Feature Construction in Classification Problems.	LION	2011	DBLP DOI BibTeX RDF
1	H. Altay Güvenir, Murat Perit Çakir	Voting features based classifier with feature construction and its application to predicting financial distress.	Expert Syst. Appl.	2010	DBLP DOI BibTeX RDF
1	Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito	Feature Construction for Relational Sequence Learning	CoRR	2010	DBLP BibTeX RDF
1	Rayner Alfred	Feature Transformation: a Genetic-Based Feature Construction Method for Data Summarization.	Computational Intelligence	2010	DBLP DOI BibTeX RDF
1	Eunhye Kim, Seungmin Lee, Ki Hoon Kwon, Sehun Kim	Feature Construction Scheme for Efficient Intrusion Detection System.	J. Inf. Sci. Eng.	2010	DBLP BibTeX RDF
1		Feature Construction.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Janez Brank, Dunja Mladenic, Marko Grobelnik	Feature Construction in Text Mining.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Nada Lavrac, Johannes Fürnkranz, Dragan Gamberger	Explicit Feature Construction and Manipulation for Covering Rule Learning Algorithms.	Advances in Machine Learning I	2010	DBLP DOI BibTeX RDF
1	Elijah Mayfield, Carolyn Penstein Rosé	Using feature construction to avoid large feature spaces in text classification.	GECCO	2010	DBLP DOI BibTeX RDF	feature space design, text classification, sentiment analysis
1	Wei Fan, ErHeng Zhong, Jing Peng, Olivier Verscheure, Kun Zhang, Jiangtao Ren, Rong Yan, Qiang Yang	Generalized and Heuristic-Free Feature Construction for Improved Accuracy.	SDM	2010	DBLP BibTeX RDF
1	Qi Xing, Wenzhen Yang, Mark M. Theiss, Jihui Li, Qiang Peng, Jim X. Chen	3D Automatic Feature Construction System for Lower Limb Alignment.	CW	2010	DBLP DOI BibTeX RDF	lower limb alignment, 3D lower limb bones, automatic construction
1	Sergey Levine, Zoran Popovic, Vladlen Koltun	Feature Construction for Inverse Reinforcement Learning.	NIPS	2010	DBLP BibTeX RDF
1	Martine Cadot, Alain Lelu	Optimized Representation for Classifying Qualitative Data.	DBKDA	2010	DBLP DOI BibTeX RDF	non-linear discrimination, machine learning, classification, feature selection, feature construction
1	Leila Shila Shafti, Eduardo Pérez	Evolutionary multi-feature construction for data reduction: A case study.	Appl. Soft Comput.	2009	DBLP DOI BibTeX RDF
1	Huimin Zhao, Atish P. Sinha, Wei Ge	Effects of feature construction on classification performance: An empirical study in bank failure prediction.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Selwyn Piramuthu, Riyaz T. Sikora	Iterative feature construction for improving inductive learning algorithms.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Hiromi Arai, Satoru Watanabe, Takanori Kigawa, Masayuki Yamamura	A new modeling method in feature construction for the HSQC spectra screening problem.	Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Lucia Specia, Ashwin Srinivasan, Sachindra Joshi, Ganesh Ramakrishnan, Maria das Graças Volpe Nunes	An investigation into feature construction to assist word sense disambiguation.	Machine Learning	2009	DBLP DOI BibTeX RDF
1	Ye Tian, Gary M. Weiss, D. Frank Hsu, Qiang Ma	A Combinatorial Fusion Method for Feature Construction.	DMIN	2009	DBLP BibTeX RDF
1	Nematollah Batmanghelich, Ben Taskar, Christos Davatzikos	A General and Unifying Framework for Feature Construction, in Image-Based Pattern Classification.	IPMI	2009	DBLP DOI BibTeX RDF
1	Ying Tan, Chao Deng, Guangchen Ruan	Concentration based feature construction approach for spam detection.	IJCNN	2009	DBLP DOI BibTeX RDF
1	Zohreh HajAbedi, Mohammad Reza Kangavari	A Fuzzy-GA Wrapper-Based Constructive Induction Model.	ICIC	2009	DBLP DOI BibTeX RDF	Feature selection, Fuzzy, GA, Feature construction, Constructive induction
1	Italo Zoppis, Erica Gianazza, Clizia Chinello, Veronica Mainini, Carmen Galbusera, Carlo Ferrarese, Gloria Galimberti, Alessandro Sorbi, Barbara Borroni, Fulvio Magni, Giancarlo Mauri	A Mutual Information Approach to Data Integration for Alzheimer's Disease Patients.	AIME	2009	DBLP DOI BibTeX RDF
1	Robert Lokaiczyk, Manuel Görtz	ContextAggregator: A heuristic-based approach for automated feature construction and selection.	ECAI	2008	DBLP DOI BibTeX RDF
1	Wei Zhang	Relational distance-based collaborative filtering.	SIGIR	2008	DBLP DOI BibTeX RDF	relational distance, collaborative filtering, hybrid recommender system
1	Linna Li, Wei Zhang	Higher-Order Logic Recommender System.	Web Intelligence/IAT Workshops	2008	DBLP DOI BibTeX RDF
1	Fabrizio Costa, Björn Bringmann	Towards Combining Structured Pattern Mining and Graph Kernels.	ICDM Workshops	2008	DBLP DOI BibTeX RDF
1	Ingo Mierswa, Katharina Morik	About the non-convex optimization problem induced by non-positive semidefinite kernel learning.	Adv. Data Analysis and Classification	2008	DBLP DOI BibTeX RDF	JEL Classification C45, C14
1	Blaise Hanczar, Jean-Daniel Zucker, Corneliu Henegar, Lorenza Saitta	Feature construction from synergic pairs to improve microarray-based classification.	Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Shiau Hong Lim, Li-Lun Wang, Gerald DeJong	Explanation-Based Feature Construction.	IJCAI	2007	DBLP BibTeX RDF
1	Leila Shila Shafti, Eduardo Pérez	Reducing complex attribute interaction through non-algebraic feature construction.	Artificial Intelligence and Applications	2007	DBLP BibTeX RDF
1	Matthew Smith, Larry Bull	Improving the human readability of features constructed by genetic programming.	GECCO	2007	DBLP DOI BibTeX RDF	human readability, genetic algorithm, classification, feature selection, genetic programming, knowledge discovery, post-processing, feature construction, parsimony
1	Nicola Fanizzi, Claudia d'Amato, Floriana Esposito	Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases.	CIKM	2007	DBLP DOI BibTeX RDF	randomized optimization, evolutionary algorithms, genetic programming, unsupervised learning, description logics, conceptual clustering, metric learning
1	Jarmo Ilonen, Joni-Kristian Kamarainen, Heikki Kälviäinen	Fast extraction of multi-resolution Gabor features.	ICIAP	2007	DBLP DOI BibTeX RDF
1	Konstantinos G. Derpanis, Erich T. H. Leung, Mikhail Sizintsev	Fast Scale-Space Feature Representations by Generalized Integral Images.	ICIP	2007	DBLP DOI BibTeX RDF
1	Nicola Fanizzi, Claudia d'Amato, Floriana Esposito	Evolutionary Conceptual Clustering of Semantically Annotated Resources.	ICSC	2007	DBLP DOI BibTeX RDF
1	Chi-Chen Raxle Wang, Jenn-Jier James Lien	AdaBoost Learning for Human Detection Based on Histograms of Oriented Gradients.	ACCV	2007	DBLP DOI BibTeX RDF	Histograms of Oriented Gradients, Cascaded AdaBoost, Human Detection
1	Floriana Esposito, Nicola Fanizzi, Claudia d'Amato	Conceptual Clustering Applied to Ontologies.	MCD	2007	DBLP DOI BibTeX RDF
1	Nathan R. Sturtevant, Adam M. White	Feature Construction for Reinforcement Learning in Hearts.	Computers and Games	2006	DBLP DOI BibTeX RDF
1	Ingo Mierswa, Michael Wurst, Ralf Klinkenberg, Martin Scholz, Timm Euler	YALE: rapid prototyping for complex data mining tasks.	KDD	2006	DBLP DOI BibTeX RDF	KDD system, audio and text mining, result visualization, rapid prototyping, distributed data mining, feature construction, data pre-processing, data stream mining, multimedia mining
1	Phu Chien Nguyen, Kouzou Ohara, Akira Mogi, Hiroshi Motoda, Takashi Washio	Constructing Decision Trees for Graph-Structured Data by Chunkingless Graph-Based Induction.	PAKDD	2006	DBLP DOI BibTeX RDF
1	Rezarta Islamaj Dogan, Lise Getoor, W. John Wilbur	A Feature Generation Algorithm for Sequences with Application to Splice-Site Prediction.	PKDD	2006	DBLP DOI BibTeX RDF
1	Nirmalie Wiratunga, Robert Lothian, Sutanu Chakraborti, Ivan Koychev	Textual Feature Construction from Keywords.	ICCBR Workshops	2005	DBLP BibTeX RDF
1	Leila Shila Shafti, Eduardo Pérez	Constructive induction and genetic algorithms for learning concepts with complex interaction.	GECCO	2005	DBLP DOI BibTeX RDF	shared attributes, genetic algorithms, feature selection, feature construction, constructive induction, attribute interaction
1	William Yurcik, Chao Liu 0001	A first step toward detecting SSH identity theft in HPC cluster environments: discriminating masqueraders based on command behavior.	CCGRID	2005	DBLP DOI BibTeX RDF
1	Annalisa Appice, Michelangelo Ceci, Donato Malerba	Mining Relational Association Rules for Propositional Classification.	AI*IA	2005	DBLP DOI BibTeX RDF
1	Dan Luo, Chao Luo, Chunzhi Zhang	A Framework for Relational Link Discovery.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF
1	Filip Zelezný	Efficient Sampling in Relational Feature Spaces.	ILP	2005	DBLP DOI BibTeX RDF
1	Gaëlle Legrand, Nicolas Nicoloyannis	Data Preprocessing and Kappa Coefficient.	RSFDGrC	2005	DBLP DOI BibTeX RDF
1	Selwyn Piramuthu	Feature construction for reduction of tabular knowledge-based systems.	Inf. Sci.	2004	DBLP DOI BibTeX RDF
1	Krzysztof Krawiec, Leszek Wlodarski	Coevolutionary feature construction for transformation of representation of machine learners.	Intelligent Information Systems	2004	DBLP BibTeX RDF
1	Toon Calders, Christophe Rigotti, Jean-François Boulicaut	A Survey on Condensed Representations for Frequent Sets.	Constraint-Based Mining and Inductive Databases	2004	DBLP DOI BibTeX RDF
1	Jean-François Boulicaut	Inductive Databases and Multiple Uses of Frequent Itemsets: The cInQ Approach.	Database Support for Data Mining Applications	2004	DBLP DOI BibTeX RDF
1	Gökhan H. Bakir, Arthur Gretton, Matthias O. Franz, Bernhard Schölkopf	Multivariate Regression via Stiefel Manifold Constraints.	DAGM-Symposium	2004	DBLP DOI BibTeX RDF
1	Nada Lavrac, Filip Zelezný, Saso Dzeroski	Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery.	Local Pattern Detection	2004	DBLP DOI BibTeX RDF
1	Shaoning Pang, Seiichi Ozawa, Nikola Kasabov	One-Pass Incremental Membership Authentication by Face Classification.	ICBA	2004	DBLP DOI BibTeX RDF
1	Giovani Gomez Estrada, Eduardo F. Morales, Huajian Gao	How Does the Hue Contribute to Construct Better Colour Features?	MICAI	2004	DBLP DOI BibTeX RDF
1	Yvan Saeys, Sven Degroeve, Yves Van de Peer	Digging into Acceptor Splice Site Prediction: An Iterative Feature Selection Approach.	PKDD	2004	DBLP DOI BibTeX RDF
1	Seiichi Ozawa, Shaoning Pang, Nikola Kasabov	A Modified Incremental Principal Component Analysis for On-Line Learning of Feature Space and Classifier.	PRICAI	2004	DBLP DOI BibTeX RDF
1	Matthew G. Smith, Larry Bull	Feature Construction and Selection Using Genetic Programming and a Genetic Algorithm.	EuroGP	2003	DBLP DOI BibTeX RDF
1	Claudia Perlich, Foster J. Provost	Aggregation-based feature invention and relational concept classes.	KDD	2003	DBLP DOI BibTeX RDF	aggregation, relational learning, feature construction, constructive induction, propositionalization