Search results for "Instance-based learning"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Octavio Gómez, Jesús A. González, Eduardo F. Morales	Image Segmentation Using Automatic Seeded Region Growing and Instance-Based Learning.	CIARP	2007	DBLP DOI BibTeX RDF	Image Segmentation, Color image, Instance-based learning, Multispectral image, Seeded Region Growing
3	Octavio Gómez, Eduardo F. Morales, Jesús A. González	Weighted Instance-Based Learning Using Representative Intervals.	MICAI	2007	DBLP DOI BibTeX RDF	Instance-Based Learning, Feature Weighting, K-NN
3	Yanhong Zhai, Bing Liu 0001	Extracting Web Data Using Instance-Based Learning.	World Wide Web	2007	DBLP DOI BibTeX RDF	instance-based learning, web data extraction, web content mining
3	Chi-Chun Huang, Hahn-Ming Lee	An instance-based learning approach based on grey relational structure.	Appl. Intell.	2006	DBLP DOI BibTeX RDF	Grey relational structure, Pattern classification, Instance-based learning, Grey relational analysis
3	Olac Fuentes, Thamar Solorio	An Optimization Algorithm Based on Active and Instance-Based Learning.	MICAI	2004	DBLP DOI BibTeX RDF	locally-weighted regression, Optimization, active learning, instance-based learning
3	Olac Fuentes, Thamar Solorio, Roberto Terlevich, Elena Terlevich	Analysis of Galactic Spectra Using Active Instance-Based Learning and Domain Knowledge.	IBERAMIA	2004	DBLP DOI BibTeX RDF	locally-weighted regression, active learning, instance-based learning, prior knowledge
3	Shun Long, Michael F. P. O'Boyle	Adaptive Java optimisation using instance-based learning.	ICS	2004	DBLP DOI BibTeX RDF	adaptive optimisation, optimisation space, java, instance-based learning
2	Weiwei Cheng, Eyke Hüllermeier	Combining Instance-Based Learning and Logistic Regression for Multilabel Classification.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
2	Sandeep K. Namilikonda, Nihar R. Mahapatra	An Instance-Based Learning Approach for Available-Memory Non-minimal Cost-Bounded Search.	ICMLA	2009	DBLP DOI BibTeX RDF	limited-memory search, branch-and-bound, heuristic search, instance-based learning
2	Weiwei Cheng, Jens C. Huhn, Eyke Hüllermeier	Decision tree and instance-based learning for label ranking.	ICML	2009	DBLP DOI BibTeX RDF
2	Jia Wu, Zhechao Gao, Chenxi Hu	An Empirical Study on Several Classification Algorithms and Their Improvements.	ISICA	2009	DBLP DOI BibTeX RDF	Classification, Empirical study, Instance-based learning, Bayesian learning, Decision tree learning, Classification accuracy
2	Aida de Haro-García, Nicolás García-Pedrajas	A divide-and-conquer recursive approach for scaling up instance selection algorithms.	Data Min. Knowl. Discov.	2009	DBLP DOI BibTeX RDF	Scalability, Divide-and-conquer, Instance based learning, Instance selection
2	Peng Chen, Yong Wang	Optimized KD Tree Application in Instance-Based Learning.	FSKD	2008	DBLP DOI BibTeX RDF
2	Rocío García-Durán, Fernando Fernández, Daniel Borrajo	Prototypes Based Relational Learning.	AIMSA	2008	DBLP DOI BibTeX RDF	Nearest Prototype, Inductive Logic Programming, Instance Based learning
2	Jared Lundell, Dan Ventura	A data-dependent distance measure for transductive instance-based learning.	SMC	2007	DBLP DOI BibTeX RDF
2	Jürgen Beringer, Eyke Hüllermeier	An Efficient Algorithm for Instance-Based Learning on Data Streams.	Industrial Conference on Data Mining	2007	DBLP DOI BibTeX RDF
2	Xiaohua Hu, Xiaodan Zhang, Daniel Duanqing Wu, Xiaohua Zhou, Peter Rumm	Integration of Instance-Based Learning and Text Mining for Identification of Potential Virus/Bacterium as Bio-terrorism Weapons.	ISI	2006	DBLP DOI BibTeX RDF
2	Seung-Hyun Son, Jae-Yearn Kim	Data Reduction for Instance-Based Learning Using Entropy-Based Partitioning.	ICCSA	2006	DBLP DOI BibTeX RDF
2	Kevin Leung, France Cheong	A Simple Artificial Immune System (SAIS) for Generating Classifier Systems.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	classification, artificial immune systems, instance-based learning
2	Asmir Tobudic, Gerhard Widmer	Relational IBL in classical music.	Machine Learning	2006	DBLP DOI BibTeX RDF	Relational instance-based learning, Music
2	Umesh Deshpande, Arobinda Gupta, Anupam Basu	Performance enhancement of a contract net protocol based system through instance-based learning.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2005	DBLP DOI BibTeX RDF
2	Yanhong Zhai, Bing Liu 0001	Extracting Web Data Using Instance-Based Learning.	WISE	2005	DBLP DOI BibTeX RDF
2	Binay K. Bhattacharya, Kaustav Mukherjee, Godfried T. Toussaint	Geometric Decision Rules for Instance-Based Learning Problems.	PReMI	2005	DBLP DOI BibTeX RDF
2	Yongguang Bao, Eisuke Tsuchiya, Naohiro Ishii, Xiaoyong Du	Classification by Instance-Based Learning Algorithm.	IDEAL	2005	DBLP DOI BibTeX RDF
2	Kurt Driessens, Saso Dzeroski	Combining model-based and instance-based learning for first order regression.	ICML	2005	DBLP DOI BibTeX RDF
2	Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert	Multi-represented kNN-Classification for Large Class Sets.	DASFAA	2005	DBLP DOI BibTeX RDF	Multi-represented objects, classification, instance based learning, k nearest neighbor classifier
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	Umesh Deshpande, Arobinda Gupta, Anupam Basu	Performance Improvement of the Contract Net Protocol Using Instance Based Learning.	IWDC	2003	DBLP DOI BibTeX RDF
2	Eyke Hüllermeier	Instance-Based Learning of Credible Label Sets.	KI	2003	DBLP DOI BibTeX RDF
2	Asmir Tobudic, Gerhard Widmer	Relational IBL in Music with a New Structural Similarity Measure.	ILP	2003	DBLP DOI BibTeX RDF	Relational instance-based learning, music
2	Godfried T. Toussaint	Open Problems in Geometric Methods for Instance-Based Learning.	JCDCG	2002	DBLP DOI BibTeX RDF
2	Jenngang Shih	Sequential Instance-Based Learning for Planning in the Context of an Imperfect Information Game.	ICCBR	2001	DBLP DOI BibTeX RDF
2	Orestis Telelis, Panagiotis Stamatopoulos	Combinatorial Optimization through Statistical Instance-Based Learning. (PDF / PS)	ICTAI	2001	DBLP DOI BibTeX RDF	constructive search, optimization, heuristics, instance-based learning
2	Renaud Bassée, Jef Wijsen	Neighborhood Dependencies for Prediction.	PAKDD	2001	DBLP DOI BibTeX RDF	neighborhood dependency, P-neighborhood, k-nearest-neighbor, instance-based learning
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	Francisco Botana	A Fuzzy Measure of Similarity for Instance-Based Learning.	ISMIS	1999	DBLP DOI BibTeX RDF
2	Terran Lane, Carla E. Brodley	Temporal Sequence Learning and Data Reduction for Anomaly Detection.	ACM Trans. Inf. Syst. Secur.	1999	DBLP DOI BibTeX RDF	clustering, machine learning, anomaly detection, user profiling, empirical evaluation, data reduction, instance based learning
2	Wai Lam, Miguel E. Ruiz, Padmini Srinivasan	Automatic Text Categorization and Its Application to Text Retrieval.	IEEE Trans. Knowl. Data Eng.	1999	DBLP DOI BibTeX RDF	query processing, Text categorization, text retrieval, instance-based learning, automatic classification
2	Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri	Bayes Optimal Instance-Based Learning.	ECML	1998	DBLP DOI BibTeX RDF
2	Nicolas Lachiche, Pierre Marquis	Scope Classification: An Instance-Based Learning Algorithm with a Rule-Based Characterisation.	ECML	1998	DBLP DOI BibTeX RDF
2	Patrick Njiwoua, Engelbert Mephu Nguifo	IGLUE: An Instance-Based Learning System over Lattice Theory. (PDF / PS)	ICTAI	1997	DBLP DOI BibTeX RDF	Instance-Based Learning, Feature transformation, Multistrategy Learning, Galois lattice
2	Changhwan Lee	An Instance-Based Learning Method for Database: An Information Theoretic Approach.	ECML	1994	DBLP DOI BibTeX RDF
2	Michael S. Lew, Thomas S. Huang, Kam Wong	Learning and Feature Selection in Stereo Matching.	IEEE Trans. Pattern Anal. Mach. Intell.	1994	DBLP DOI BibTeX RDF	image dependent knowledge, image independent knowledge, self-diagnostic method, surface reconstruction model, learning (artificial intelligence), feature extraction, feature selection, approximation, image reconstruction, surface reconstruction, adaptive systems, error analysis, stereo image processing, stereo matching, feature space, instance based learning, adaptive method, feature set
1	Varun Dutt, Cleotilde Gonzalez	Making Instance-based Learning Theory usable and understandable: The Instance-based Learning Tool.	Computers in Human Behavior	2012	DBLP DOI BibTeX RDF
1	Cleotilde Gonzalez, Varun Dutt, Tomás Lejarraga	A Loser Can Be a Winner: Comparison of Two Instance-based Learning Models in a Market Entry Competition.	Games	2011	DBLP DOI BibTeX RDF
1	Oleksiy Mazhelis	Real-time recognition of personal routes using instance-based learning.	Intelligent Vehicles Symposium	2011	DBLP DOI BibTeX RDF
1	Varun Dutt, Young-Suk Ahn, Cleotilde Gonzalez	Cyber Situation Awareness: Modeling the Security Analyst in a Cyber-Attack Scenario through Instance-Based Learning.	DBSec	2011	DBLP DOI BibTeX RDF
1	Yi Zheng, Shaoyuan Li, Xiaobo Wang	An approach to model building for accelerated cooling process using instance-based learning.	Expert Syst. Appl.	2010	DBLP DOI BibTeX RDF
1	Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Domingo Ortiz-Boyer	A cooperative coevolutionary algorithm for instance selection for instance-based learning.	Machine Learning	2010	DBLP BibTeX RDF
1	Florencia Sangermano, J. Ronald Eastman, Honglei Zhu	Similarity Weighted Instance-based Learning for the Generation of Transition Potentials in Land Use Change Modeling.	T. GIS	2010	DBLP DOI BibTeX RDF
1	Nicola Segata, Enrico Blanzieri, Sarah Jane Delany, Padraig Cunningham	Noise reduction for instance-based learning with a local maximal margin approach.	J. Intell. Inf. Syst.	2010	DBLP DOI BibTeX RDF
1	Eamonn J. Keogh	Instance-Based Learning.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Weiwei Cheng, Eyke Hüllermeier	Combining instance-based learning and logistic regression for multilabel classification.	Machine Learning	2009	DBLP DOI BibTeX RDF
1	Francesco Gagliardi	The Necessity of Machine Learning and Epistemology in the Development of Categorization Theories: A Case Study in Prototype-Exemplar Debate.	AI*IA	2009	DBLP DOI BibTeX RDF	Categorization Theories, Bias-Variance Dilemma, Machine Learning, Instance-Based Learning, Epistemology, Cognitive Psychology
1	Weiwei Cheng, Eyke Hüllermeier	A New Instance-Based Label Ranking Approach Using the Mallows Model.	ISNN	2009	DBLP DOI BibTeX RDF	Label ranking, Classification, Maximum likelihood estimation, Instance-based learning
1	Sarah Jane Delany	The Good, the Bad and the Incorrectly Classified: Profiling Cases for Case-Base Editing.	ICCBR	2009	DBLP DOI BibTeX RDF
1	Nicola Segata, Enrico Blanzieri	Fast Local Support Vector Machines for Large Datasets.	MLDM	2009	DBLP DOI BibTeX RDF
1	Pilsung Kang, Sungzoon Cho	Locally linear reconstruction for instance-based learning.	Pattern Recognition	2008	DBLP DOI BibTeX RDF
1	Stijn Lievens, Bernard De Baets, Kim Cao-Van	A probabilistic framework for the design of instance-based supervised ranking algorithms in an ordinal setting.	Annals OR	2008	DBLP DOI BibTeX RDF	Monotone classification, Supervised ranking, Instance-based learning, Stochastic dominance
1	Ankur Jain, Daniel Nikovski	Incremental exemplar learning schemes for classification on embedded devices.	Machine Learning	2008	DBLP DOI BibTeX RDF	Exemplar learning, Parzen density estimator, AUC analysis, Entropy and mutual information, Instance-based learning
1	Lothar Richter, Jörg Wicker, Kristina Kessler, Stefan Kramer	An inductive database and query language in the relational model.	EDBT	2008	DBLP DOI BibTeX RDF
1	Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito	k-Nearest Neighbor Classification on First-Order Logic Descriptions.	ICDM Workshops	2008	DBLP DOI BibTeX RDF
1	Yoichiro Endo	Anticipatory robot control for a partially observable environment using episodic memories.	ICRA	2008	DBLP DOI BibTeX RDF
1	Naohiro Ishii, Takahiro Yamada, Yongguang Bao, Hidekazu Tanaka	Rough Set Based Learning for Classification.	ICTAI	2008	DBLP DOI BibTeX RDF
1	Donghai Guan, Weiwei Yuan, Young-Koo Lee, Sungyoung Lee	Semi-supervised nearest neighbor editing.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Christoph Kiefer, Abraham Bernstein, André Locher	Adding Data Mining Support to SPARQL Via Statistical Relational Learning Methods.	ESWC	2008	DBLP DOI BibTeX RDF
1	Jörg Wicker, Lothar Richter, Kristina Kessler, Stefan Kramer	SINDBAD and SiQL: An Inductive Database and Query Language in the Relational Model.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
1	Claudia d'Amato, Nicola Fanizzi, Floriana Esposito	Analogical Reasoning in Description Logics.	URSW (LNCS Vol.)	2008	DBLP DOI BibTeX RDF
1	Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem	A hybrid case adaptation approach for case-based reasoning.	Appl. Intell.	2008	DBLP DOI BibTeX RDF	Case adaptation, Knowledge acquisition, Hybrid systems, Case-based reasoning
1	Linda M. See	Data Fusion Methods for Integrating Data-driven Hydrological Models.	Quantitative Information Fusion for Hydrological Sciences	2008	DBLP DOI BibTeX RDF
1	Jürgen Beringer, Eyke Hüllermeier	Efficient instance-based learning on data streams.	Intell. Data Anal.	2007	DBLP BibTeX RDF
1	Juan Carlos Gomez, Olac Fuentes	A Hybrid Algorithm Based on Evolution Strategies and Instance-Based Learning, Used in Two-Dimensional Fitting of Brightness Profiles in Galaxy Images.	MLDM	2007	DBLP DOI BibTeX RDF
1	Eyke Hüllermeier	Credible Case-Based Inference Using Similarity Profiles.	IEEE Trans. Knowl. Data Eng.	2007	DBLP DOI BibTeX RDF	prediction, Case-based reasoning, instance-based learning
1	Shun Long, Grigori Fursin, Björn Franke	A Cost-Aware Parallel Workload Allocation Approach Based on Machine Learning Techniques.	NPC	2007	DBLP DOI BibTeX RDF	workload allocation, parallelism, cost, instance-based learning
1	Nicola Fanizzi, Claudia d'Amato, Floriana Esposito	Instance-based retrieval by analogy.	SAC	2007	DBLP DOI BibTeX RDF	disjunctive version space, description logics, nearest neighbor, analogy
1	Hui Li	Performance Evaluation in Grid Computing: A Modeling and Prediction Perspective.	CCGRID	2007	DBLP DOI BibTeX RDF
1	Alexandros Lazaridis, Panagiotis Zervas, Georgios Kokkinakis	Segmental Duration Modeling for Greek Speech Synthesis.	ICTAI	2007	DBLP DOI BibTeX RDF
1	Warren Smith	Prediction Services for Distributed Computing.	IPDPS	2007	DBLP DOI BibTeX RDF
1	Fabrizio Angiulli	Fast Nearest Neighbor Condensation for Large Data Sets Classification.	IEEE Trans. Knowl. Data Eng.	2007	DBLP DOI BibTeX RDF	Data mining, Clustering, classification and association rules
1	Nicola Fanizzi, Claudia d'Amato, Floriana Esposito	Instance-Based Query Answering with Semantic Knowledge Bases.	AI*IA	2007	DBLP DOI BibTeX RDF
1	Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito	Generalization-Based Similarity for Conceptual Clustering.	MCD	2007	DBLP DOI BibTeX RDF
1	Andre G. Hochuli, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich	Detection and Classification of Human Movements in Video Scenes.	PSIVT	2007	DBLP DOI BibTeX RDF	Human Movement Classification, Security, Computer Vision
1	Markus Nilsson, Peter J. Funk, Erik M. G. Olsson, Bo von Schéele, Ning Xiong	Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system.	Artificial Intelligence in Medicine	2006	DBLP DOI BibTeX RDF
1	Chi-san Althon Lin, Tony C. Smith	Semantic Role Labeling via Instance-Based Learning.	EMNLP	2006	DBLP BibTeX RDF
1	Claudia d'Amato, Nicola Fanizzi, Floriana Esposito	Reasoning by Analogy in Description Logics Through Instance-based Learning.	SWAP	2006	DBLP BibTeX RDF
1	Shun Long	Using Machine Learning to Allocate Parallel Workload.	ICICIC	2006	DBLP DOI BibTeX RDF
1	Dimitri P. Solomatine, Mahesh Maskey, Durga L. Shrestha	Eager and Lazy Learning Methods in the Context of Hydrologic Forecasting.	IJCNN	2006	DBLP DOI BibTeX RDF
1	Daniel Neagu, Gongde Guo, Shanshan Wang	An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining.	ADMA	2006	DBLP DOI BibTeX RDF
1	Gongde Guo, Daniel Neagu, Xuming Huang, Yaxin Bi	An Effective Combination of Multiple Classifiers for Toxicity Prediction.	FSKD	2006	DBLP DOI BibTeX RDF
1	Vicente García, Roberto Alejo, José Salvador Sánchez, José Martínez Sotoca, Ramón Alberto Mollineda	Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification.	IDEAL	2006	DBLP DOI BibTeX RDF
1	Claudia d'Amato, Nicola Fanizzi	Lazy Learning from Terminological Knowledge Bases.	ISMIS	2006	DBLP DOI BibTeX RDF
1	Panagiotis Zervas, Iosif Mporas, Nikos Fakotakis, George K. Kokkinakis	Employing Fujisaki's Intonation Model Parameters for Emotion Recognition.	SETN	2006	DBLP DOI BibTeX RDF
1	Godfried T. Toussaint	Geometric proximity graphs for improving nearest neighbor methods in instance-based learning and data mining.	Int. J. Comput. Geometry Appl.	2005	DBLP DOI BibTeX RDF
1	Kurt Driessens, Saso Dzeroski	Combining Model-Based and Instance-Based Learning for First Order Regression.	BNAIC	2005	DBLP BibTeX RDF
1	Jian Zhang 0004, Jennifer Rexford, Joan Feigenbaum	Learning-based anomaly detection in BGP updates.	MineNet	2005	DBLP DOI BibTeX RDF	wavelets, anomaly detection, instance-based learning
1	Hui Li, David L. Groep, Lex Wolters	Efficient response time predictions by exploiting application and resource state similarities.	GRID	2005	DBLP DOI BibTeX RDF
1	Maria do Carmo Nicoletti, Lucas Baggio Figueira, Estevam R. Hruschka Jr.	Initializing an Exemplar Based Learning Process from a RuleNet Network.	HIS	2005	DBLP DOI BibTeX RDF
1	Abraham Bagherjeiran, Christoph F. Eick, Chun-Sheng Chen, Ricardo Vilalta	Adaptive Clustering: Obtaining Better Clusters Using Feedback and Past Experience.	ICDM	2005	DBLP DOI BibTeX RDF
1	Venkata U. B. Challagulla, Farokh B. Bastani, I-Ling Yen, Raymond A. Paul	Empirical Assessment of Machine Learning based Software Defect Prediction Techniques.	WORDS	2005	DBLP DOI BibTeX RDF
1	Teddy Mantoro, C. W. Johnson	nk-Nearest Neighbor Algorithm for Estimation of Symbolic User Location in Pervasive Computing Environments.	WOWMOM	2005	DBLP DOI BibTeX RDF