Search results for "Decision tree learning"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Gou Masuda, Norihiro Sakamoto, Kazuo Ushijima	Applying Design Patterns to Decision Tree Learning System.	SIGSOFT FSE	1998	DBLP DOI BibTeX RDF	design pattern, decision tree learning, object-oriented software development
2	Mirela Andronescu, Mark Brodie	Decision Tree Learning Using a Bayesian Approach at Each Node.	Canadian Conference on AI	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	Weiwei Fang, Bingru Yang	Privacy Preserving Decision Tree Learning over Vertically Partitioned Data.	CSSE	2008	DBLP DOI BibTeX RDF
2	Shekhar R. Gaddam, Vir V. Phoha, Kiran S. Balagani	K-Means+ID3: A Novel Method for Supervised Anomaly Detection by Cascading K-Means Clustering and ID3 Decision Tree Learning Methods.	IEEE Trans. Knowl. Data Eng.	2007	DBLP DOI BibTeX RDF	receiver operating characteristic (ROC) curves, classification, decision trees, Anomaly detection, k-Means clustering
2	Kenneth Dwyer, Robert Holte	Decision Tree Instability and Active Learning.	ECML	2007	DBLP DOI BibTeX RDF	evaluation of learning methods, active learning, ensemble methods, Decision tree learning
2	Xiaobing Wu	An Inductive Learning System for XML Documents.	ILP	2007	DBLP DOI BibTeX RDF	precision-recall, knowledge representation, higher-order logic, XML documents, decision-tree learning
2	György Szarvas, Richárd Farkas, András Kocsor	A Multilingual Named Entity Recognition System Using Boosting and C4.5 Decision Tree Learning Algorithms.	Discovery Science	2006	DBLP DOI BibTeX RDF	machine learning, decision tree, Boosting, voting, Named Entity Recognition, C4.5, NER
2	Kanako Komiya, Yasuhiro Tajima, Nobuo Inui, Yoshiyuki Kotani	Generating a Set of Rules to Determine Honorific Expression Using Decision Tree Learning.	CICLing	2006	DBLP DOI BibTeX RDF
2	Kazunori Komatani, Shinichi Ueno, Tatsuya Kawahara, Hiroshi G. Okuno	User Modeling in Spoken Dialogue Systems to Generate Flexible Guidance.	User Model. User-Adapt. Interact.	2005	DBLP DOI BibTeX RDF	cooperative response, dialogue strategy, online user modeling, spoken dialogue system, decision tree learning
2	Zhalaing Cheung, Khanh Linh Phan, Ashesh Mahidadia, Achim G. Hoffmann	Feature Extraction for Learning to Classify Questions.	Australian Conference on Artificial Intelligence	2004	DBLP DOI BibTeX RDF	feature extraction for text classification, Naïve Bayes classifier, decision tree learning, Question classification
2	Celine Vens, Anneleen Van Assche, Hendrik Blockeel, Saso Dzeroski	First Order Random Forests with Complex Aggregates.	ILP	2004	DBLP DOI BibTeX RDF	Aggregation, Random forests, Decision Tree Learning
2	Tapio Elomaa, Tuomo Malinen	On Lookahead Heuristics in Decision Tree Learning.	ISMIS	2003	DBLP DOI BibTeX RDF
2	Anna Atramentov, Hector Leiva, Vasant Honavar	A Multi-relational Decision Tree Learning Algorithm - Implementation and Experiments.	ILP	2003	DBLP DOI BibTeX RDF
2	Eyke Hüllermeier	Possibilistic Induction in Decision-Tree Learning.	ECML	2002	DBLP DOI BibTeX RDF
2	Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana	Shared Ensemble Learning Using Multi-trees.	IBERAMIA	2002	DBLP DOI BibTeX RDF	Hypothesis Combination, Randomisation, Machine Learning, Decision support systems, Boosting, Decision-tree learning
2	Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana	SMILES: A Multi-purpose Learning System.	JELIA	2002	DBLP DOI BibTeX RDF	data mining, machine learning, comprehensibility, cost-sensitive learning, ensemble methods, Decision tree learning
2	Hae Yong Kim	Fast and accurate binary halftone image resolution increasing by decision-tree learning.	ICIP	2001	DBLP DOI BibTeX RDF
1	Pui Kuen Fong, Jens H. Weber-Jahnke	Privacy Preserving Decision Tree Learning Using Unrealized Data Sets.	IEEE Trans. Knowl. Data Eng.	2012	DBLP DOI BibTeX RDF
1	Dimitris Kalles, Athanasios Papagelis, Yannis C. Stamatiou	Consolidating a Heuristic for Incremental Decision Tree Learning through asymptotic Analysis.	International Journal on Artificial Intelligence Tools	2011	DBLP DOI BibTeX RDF
1	Ruey-Shiang Guh, Tsung-Chieh Jackson Wu, Shao-Ping Weng	Integrating genetic algorithm and decision tree learning for assistance in predicting in vitro fertilization outcomes.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Liangxiao Jiang, Chaoqun Li	An Empirical Study on Class Probability Estimates in Decision Tree Learning.	JSW	2011	DBLP DOI BibTeX RDF
1	Alexandros Agapitos, Michael O'Neill, Anthony Brabazon, Theodoros Theodoridis	Maximum Margin Decision Surfaces for Increased Generalisation in Evolutionary Decision Tree Learning.	EuroGP	2011	DBLP DOI BibTeX RDF
1	Emad Ahmadi, Hoda Javadi, Amin Khansefid, Atousa Asadi, Mohammad Mehdi Ebadzadeh, Dirk Timmerman	Fuzzy Decision Tree Learning for Preoperative Classification of Adnexal Masses.	HEALTHINF	2011	DBLP BibTeX RDF
1	Xiongmin Li, Christine W. Chan	Application of an enhanced decision tree learning approach for prediction of petroleum production.	Eng. Appl. of AI	2010	DBLP DOI BibTeX RDF
1	Yasser Yasami, Saadat Pour Mozaffari	A novel unsupervised classification approach for network anomaly detection by k-Means clustering and ID3 decision tree learning methods.	The Journal of Supercomputing	2010	DBLP DOI BibTeX RDF
1	Tao Wang, Zhenxing Qin, Zhi Jin, Shichao Zhang	Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning.	Journal of Systems and Software	2010	DBLP DOI BibTeX RDF
1	Weiwei Fang, Bingru Yang, Dingli Song	Preserving Private Knowledge In Decision Tree Learning.	JCP	2010	DBLP DOI BibTeX RDF
1	Innocent Kamwa, S. R. Samantaray, Geza Joos	Catastrophe Predictors From Ensemble Decision-Tree Learning of Wide-Area Severity Indices.	IEEE Trans. Smart Grid	2010	DBLP DOI BibTeX RDF
1	Faisal Kamiran, Toon Calders, Mykola Pechenizkiy	Discrimination Aware Decision Tree Learning.	ICDM	2010	DBLP DOI BibTeX RDF
1	Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Eibe Frank	Fast Perceptron Decision Tree Learning from Evolving Data Streams.	PAKDD	2010	DBLP DOI BibTeX RDF
1	Fritz Wysotzki, Peter Geibel	A New Information Measure Based on Example-Dependent Misclassification Costs and Its Application in Decision Tree Learning.	Adv. Artificial Intellegence	2009	DBLP DOI BibTeX RDF
1	Shuyan Chen, Wei Wang 0044	Decision tree learning for freeway automatic incident detection.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Mohsen Rahmani, Sattar Hashemi, Ali Hamzeh, Ashkan Sami	Agent Based Decision Tree Learning: a Novel Approach.	International Journal of Software Engineering and Knowledge Engineering	2009	DBLP DOI BibTeX RDF
1	Jianqiang Du, Xiao-min Wu, Hu-qin Zhang, Bo Wang	Preprocessing and Classifying of Mass Spectrometry-Based Proteomics Data Using Wavelet Transform and Decision Tree Learning.	BMEI	2009	DBLP DOI BibTeX RDF
1	Holger Steiner, Dietmar Reinert, Norbert Jung	Combined Measurement System for the Evaluation of Multi Causal Strain.	HCI	2009	DBLP DOI BibTeX RDF	multi causal strain, ambulatory monitoring, machine learning, stress, physical activity, decision tree learning, strain, physiological monitoring
1	Sattar Hashemi, Ying Yang	Flexible decision tree for data stream classification in the presence of concept change, noise and missing values.	Data Min. Knowl. Discov.	2009	DBLP DOI BibTeX RDF	Classification learning, Data stream classification, Fuzzy learning, Decision tree learning
1	Tyrel Russell, Abid M. Malik, Michael Chase, Peter van Beek	Learning Heuristics for the Superblock Instruction Scheduling Problem.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
1	Jiang Su, Jelber Sayyad-Shirabad, Stan Matwin, Jin Huang	Active Learning with Automatic Soft Labeling for Induction of Decision Trees.	Canadian Conference on AI	2009	DBLP DOI BibTeX RDF
1	Ying Liu, Dengsheng Zhang, Guojun Lu	Region-based image retrieval with high-level semantics using decision tree learning.	Pattern Recognition	2008	DBLP DOI BibTeX RDF
1	Jing Dong, Yongtao Sun, Yajing Zhao	Compound record clustering algorithm for design pattern detection by decision tree learning.	IRI	2008	DBLP DOI BibTeX RDF
1	Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard	A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System.	IFIP AI	2008	DBLP DOI BibTeX RDF
1	Sam Chao, Fai Wong, Yiping Li	An Incremental and Interactive Decision Tree Learning Algorithm for a Practical Diagnostic Supporting Workbench.	NCM	2008	DBLP DOI BibTeX RDF	data mining workbench, diagnostic supported tool, incremental learning
1	Yang Wang 0010, David J. Mulvaney, Ian P. W. Sillitoe, Erick Swere	Robot Navigation by Waypoints.	Journal of Intelligent and Robotic Systems	2008	DBLP DOI BibTeX RDF	Waypoint identification, Deterministic crowding, Mobile robotics, Robot navigation, Decision tree learning, Steady-state genetic algorithm, Complex environment
1	Neda Sadeghi, Norman L. Foster, Angela Y. Wang, Satoshi Minoshima, Andrew P. Lieberman, Tolga Tasdizen	Automatic classification of Alzheimer's Disease vs. Frontotemporal dementia: A spatial decision tree approach with FDG-PET.	ISBI	2008	DBLP DOI BibTeX RDF
1	Wei Chu, Benoît Champagne	A Noise-Robust FFT-Based Auditory Spectrum With Application in Audio Classification.	IEEE Transactions on Audio, Speech & Language Processing	2008	DBLP DOI BibTeX RDF
1	Yuji Shinoda, Kenji Yoshida, Hirotaka Nakayama	Modeling of the Students Scenario on a Learning Course.	KES	2008	DBLP DOI BibTeX RDF	Clustering, e-Learning, User Model, Decision Tree, k-means
1	Tapio Elomaa, Petri Lehtinen	Maintaining Optimal Multi-way Splits for Numerical Attributes in Data Streams.	PAKDD	2008	DBLP DOI BibTeX RDF
1	Marek Kretowski	A Memetic Algorithm for Global Induction of Decision Trees.	SOFSEM	2008	DBLP DOI BibTeX RDF
1	Abid M. Malik, Tyrel Russell, Michael Chase, Peter van Beek	Learning heuristics for basic block instruction scheduling.	J. Heuristics	2008	DBLP DOI BibTeX RDF	List scheduling heuristics, Machine learning, Instruction scheduling
1	Alfred Krzywicki, Wayne Wobcke	Closed Pattern Mining for the Discovery of User Preferences in a Calendar Assistant.	New Challenges in Applied Intelligence Technologies	2008	DBLP DOI BibTeX RDF	calendar assistants, Data mining, Formal Concept Analysis, closed patterns
1	Ray J. Hickey	Structure and Majority Classes in Decision Tree Learning.	Journal of Machine Learning Research	2007	DBLP BibTeX RDF
1	Fatih Emekçi, Ozgur D. Sahin, Divyakant Agrawal, Amr El Abbadi	Privacy preserving decision tree learning over multiple parties.	Data Knowl. Eng.	2007	DBLP DOI BibTeX RDF
1	Yingbo Liu, Jianmin Wang 0001, Jiaguang Sun	Using Decision Tree Learning to Predict Workflow Activity Time Consumption.	ICEIS	2007	DBLP BibTeX RDF
1	Chaithanya Pichuka, Raju S. Bapi, Chakravarthy Bhagvati, Arun K. Pujari, Bulusu Lakshmana Deekshatulu	A Tighter Error Bound for Decision Tree Learning Using PAC Learnability.	IJCAI	2007	DBLP BibTeX RDF
1	Fei He, Xiaoyu Song, Ming Gu, Jiaguang Sun	Effective heuristics for counterexample-guided abstraction refinement.	ACM Great Lakes Symposium on VLSI	2007	DBLP DOI BibTeX RDF	model checking, verification, heuristics, SoC, abstraction
1	Mohak Shah	Sample compression bounds for decision trees.	ICML	2007	DBLP DOI BibTeX RDF
1	Dianhong Wang, Liangxiao Jiang	An Improved Attribute Selection Measure for Decision Tree Induction.	FSKD	2007	DBLP DOI BibTeX RDF
1	Jin-Cherng Lin, Kuo-Chiang Wu	Finding a Fitting Learning Path in E-learning for Juvenile.	ICALT	2007	DBLP DOI BibTeX RDF
1	Wei Chu, Benoît Champagne	An Improved Implementation for an Auditory-Inspired FFT Model with Application in Audio Classification.	ICME	2007	DBLP DOI BibTeX RDF
1	Marek Kretowski, Marek Grzes	Evolutionary Induction of Decision Trees for Misclassification Cost Minimization.	ICANNGA	2007	DBLP DOI BibTeX RDF
1	Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang	Cost-Time Sensitive Decision Tree with Missing Values.	KSEM	2007	DBLP DOI BibTeX RDF
1	Ying Liu, Dengsheng Zhang, Guojun Lu, Ah-Hwee Tan	Integrating Semantic Templates with Decision Tree for Image Semantic Learning.	MMM	2007	DBLP DOI BibTeX RDF	Image semantic learning, Semantic template, Image feature discretization, Decision tree
1	Shigeru Takasaki, Yoshihiro Kawamura, Akihiko Konagaya	Selecting effective siRNA sequences by using radial basis function network and decision tree learning.	BMC Bioinformatics	2006	DBLP DOI BibTeX RDF
1	Horst Bunke, Peter J. Dickinson, Christophe Irniger, Miro Kraetzl	Recovery of missing information in graph sequences by means of reference pattern matching and decision tree learning.	Pattern Recognition	2006	DBLP DOI BibTeX RDF
1	Élisa Fromont, Hendrik Blockeel, Jan Struyf	Integrating Decision Tree Learning into Inductive Databases.	KDID	2006	DBLP DOI BibTeX RDF
1	Jason V. Davis, Jungwoo Ha, Christopher J. Rossbach, Hany E. Ramadan, Emmett Witchel	Cost-Sensitive Decision Tree Learning for Forensic Classification.	ECML	2006	DBLP DOI BibTeX RDF
1	Jiang Su, Harry Zhang	A Fast Decision Tree Learning Algorithm.	AAAI	2006	DBLP BibTeX RDF
1	Anneleen Van Assche, Celine Vens, Hendrik Blockeel, Saso Dzeroski	First order random forests: Learning relational classifiers with complex aggregates.	Machine Learning	2006	DBLP DOI BibTeX RDF	Aggregation, Relational learning, Random forests, Decision tree learning
1	Jiang Su, Harry Zhang	Full Bayesian network classifiers.	ICML	2006	DBLP DOI BibTeX RDF
1	Sankar Virdhagriswaran, Gordon Dakin	Camouflaged fraud detection in domains with complex relationships.	KDD	2006	DBLP DOI BibTeX RDF	accounting fraud, on-line intrusion analysis
1	Daniel Nikovski, Veselin Kulev	Induction of compact decision trees for personalized recommendation.	SAC	2006	DBLP DOI BibTeX RDF	frequent item-set mining, product recommendation, response modeling
1	Shumeet Baluja	Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework.	WWW	2006	DBLP DOI BibTeX RDF	thumbnail browsing, machine learning, mobile devices, browser, small screen, web page segmentation, mobile browsing
1	Han Liang, Harry Zhang, Yuhong Yan	Decision Trees for Probability Estimation: An Empirical Study.	ICTAI	2006	DBLP DOI BibTeX RDF
1	Yanheng Liu, Daxin Tian, Bin Li	A Wireless Intrusion Detection Method Based on Dynamic Growing Neural Network.	IMSCCS	2006	DBLP DOI BibTeX RDF
1	Kikuka Miura, Ichiro Yamada, Hideki Sumiyoshi, Nobuyuki Yagi	Automatic Generation of a Multimedia Encyclopedia from TV Programs by Using Closed Captions and Detecting Principal Video Objects.	ISM	2006	DBLP DOI BibTeX RDF
1	Charles X. Ling, Victor S. Sheng, Qiang Yang	Test Strategies for Cost-Sensitive Decision Trees.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	classification, Induction, concept learning, mining methods and algorithms
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	Jiang Su, Harry Zhang	Probabilistic Inference Trees for Classification and Ranking.	Canadian Conference on AI	2006	DBLP DOI BibTeX RDF
1	Fei He, Xiaoyu Song, Ming Gu, Jia-Guang Sun	A Probabilistic Learning Approach for Counterexample Guided Abstraction Refinement.	ATVA	2006	DBLP DOI BibTeX RDF
1	Masoud Asadpour, Majid Nili Ahmadabadi, Roland Siegwart	Reduction of Learning Time for Robots Using Automatic State Abstraction.	EUROS	2006	DBLP DOI BibTeX RDF	State Abstraction, Hierarchical Reinforcement Learning
1	Víctor H. García, Raul Monroy, Maricela Quintana	Web Attack Detection Using ID3.	IFIP PPAI	2006	DBLP DOI BibTeX RDF
1	Joon Hur, Hongchul Lee, Jun-Geol Baek	An Intelligent Manufacturing Process Diagnosis System Using Hybrid Data Mining.	Industrial Conference on Data Mining	2006	DBLP DOI BibTeX RDF
1	Peter J. Tan, David L. Dowe	Decision Forests with Oblique Decision Trees.	MICAI	2006	DBLP DOI BibTeX RDF
1	Tapio Elomaa, Tuomo Malinen	On look-ahead and pathology in decision tree learning.	J. Exp. Theor. Artif. Intell.	2005	DBLP DOI BibTeX RDF
1	Zengchang Qin, Jonathan Lawry	Decision tree learning with fuzzy labels.	Inf. Sci.	2005	DBLP DOI BibTeX RDF
1	Dan Hu, Hongxing Li	The Entropy of Relations and a New Approach for Decision Tree Learning.	FSKD	2005	DBLP DOI BibTeX RDF
1	Horst Bunke, Peter J. Dickinson, Christophe Irniger, Miro Kraetzl	Analysis of Time Series of Graphs: Prediction of Node Presence by Means of Decision Tree Learning.	MLDM	2005	DBLP DOI BibTeX RDF
1	Jun Li, Kazutaka Furuse, Kazunori Yamaguchi	Focused crawling by exploiting anchor text using decision tree.	WWW (Special interest tracks and posters)	2005	DBLP DOI BibTeX RDF	shortest path, focused crawling, anchor text, decision tree learning
1	Tyrel Russell, Abid M. Malik, Michael Chase, Peter van Beek	Learning basic block scheduling heuristics from optimal data.	CASCON	2005	DBLP DOI BibTeX RDF
1	Hendrik Blockeel, David Page, Ashwin Srinivasan	Multi-instance tree learning.	ICML	2005	DBLP DOI BibTeX RDF
1	Yuji Kawada, Yasubumi Sakakibara	Discriminative Discovery of Transcription Factor Binding Sites from Location Data.	CSB	2005	DBLP DOI BibTeX RDF
1	Amitava Karmaker	Incorporating an EM-Approach for Handling Missing Attribute-Values in Decision Tree Induction.	HIS	2005	DBLP DOI BibTeX RDF
1	Thao Nguyen, Mingkun Li, Iris Bass, Ishwar K. Sethi	Investigation of Combining SVM and Decision Tree for Emotion Classification.	ISM	2005	DBLP DOI BibTeX RDF
1	Shichao Zhang, Zhenxing Qin, Charles X. Ling, Shengli Sheng	"Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	machine learning, knowledge acquisition, Induction
1	Hyungil Kim, Sungwoo Hong, Juntae Kim	Detection of Auto Programs for MMORPGs.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF	Entertainment and AI, Data Mining, Machine Learning, Intelligent Data Analysis
1	Linh Thao Ly, Stefanie Rinderle, Peter Dadam, Manfred Reichert	Mining Staff Assignment Rules from Event-Based Data.	Business Process Management Workshops	2005	DBLP DOI BibTeX RDF
1	Shengli Sheng, Charles X. Ling, Qiang Yang	Simple Test Strategies for Cost-Sensitive Decision Trees.	ECML	2005	DBLP DOI BibTeX RDF
1	Rakesh Agrawal, Howard Ho, François Jacquenet, Marielle Jacquenet	Mining Information Extraction Rules from Datasheets Without Linguistic Parsing.	IEA/AIE	2005	DBLP DOI BibTeX RDF	Information Extraction, Text Mining
1	Stan Matwin, Amy P. Felty, István T. Hernádvölgyi, Venanzio Capretta	Privacy in Data Mining Using Formal Methods.	TLCA	2005	DBLP DOI BibTeX RDF