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Publication types (Num. hits)
article(804) book(4) incollection(50) inproceedings(1792) phdthesis(6)
Venues (Conferences, Journals, ...)
CoRR(85) ECML(49) IEEE Trans. Knowl. Data Eng.(35) ICML(30) KDD(28) Expert Syst. Appl.(27) ICDM(26) PAKDD(26) Machine Learning(25) IDEAL(22) ICTAI(21) CBMS(20) IJCNN(20) Fundam. Inform.(19) FUZZ-IEEE(19) INTERSPEECH(19) More (+10 of total 1014)
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Found 2656 publication records. Showing 2656 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
75Richard W. Selby, Adam A. Porter Learning from Examples: Generation and Evaluation of Decision Trees for Software Resource Analysis. Search on Bibsonomy IEEE Trans. Software Eng. The full citation details ... 1988 DBLP  DOI  BibTeX  RDF software resource analysis, production environment, machine learning, software engineering, software engineering, artificial intelligence, artificial intelligence, metrics, decision trees, trees (mathematics), decision theory, NASA, software modules
70Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira A visualization tool for interactive learning of large decision trees. Search on Bibsonomy ICTAI The full citation details ... 2000 DBLP  DOI  BibTeX  RDF large decision tree visualization, moderately sized datasets, decision tree induction programs, very large trees, T2 5D, data mining, data mining, decision trees, interactive systems, data visualisation, very large databases, learning process, visualization tool, interactive learning, large datasets, learning by example, visualization technique, decision tree induction, tree visualizers, learning techniques
70Ibrahim F. Imam, Ryszard S. Michalski Should Decision Trees be Learned from Examples of from Decision Rules? Search on Bibsonomy ISMIS The full citation details ... 1993 DBLP  DOI  BibTeX  RDF machine learning, decision trees, inductive learning, decision rules
69Alexandros Kalousis, Melanie Hilario Model selection via meta-learning: a comparative study. Search on Bibsonomy ICTAI The full citation details ... 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
66Milan Zorman, Vili Podgorelec, Peter Kokol, Margaret G. E. Peterson, Joseph M. Lane Decision Tree's Induction Strategies Evaluated on a Hard Real World Problem. Search on Bibsonomy CBMS The full citation details ... 2000 DBLP  DOI  BibTeX  RDF evolutionary decision trees, orthopaedic fracture data, decision trees, hybrid methods
65Siegfried Nijssen, Élisa Fromont Mining optimal decision trees from itemset lattices. Search on Bibsonomy KDD The full citation details ... 2007 DBLP  DOI  BibTeX  RDF decision trees, frequent itemsets, constraint-based mining, formal concepts
64Floriana Esposito, Donato Malerba, Giovanni Semeraro A Comparative Analysis of Methods for Pruning Decision Trees. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 1997 DBLP  DOI  BibTeX  RDF top-down induction of decision trees, simplification of decision trees, pruning and grafting operators, optimal pruning, Decision trees, comparative studies
63Zhiheng Huang, Masoud Nikravesh, Ben Azvine, Tamás D. Gedeon Weighted Pattern Trees: A Case Study with Customer Satisfaction Dataset. Search on Bibsonomy IFSA (1) The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
62Isamu Shioya, Takao Miura Knowledge pruning in decision trees. Search on Bibsonomy ICTAI The full citation details ... 2000 DBLP  DOI  BibTeX  RDF knowledge pruning, pruning method, semantic hierarchies, hierarchy levels, UCI Machine Learning Repository On Car Evaluation and Nursery, data mining, learning (artificial intelligence), decision trees, decision trees, domain knowledge
58Soon Tee Teoh, Kwan-Liu Ma PaintingClass: interactive construction, visualization and exploration of decision trees. Search on Bibsonomy KDD The full citation details ... 2003 DBLP  DOI  BibTeX  RDF classification, information visualization, decision trees, interactive visualization, visual data mining
58Hussein A. Abbass, Michael Towsey, Gerard D. Finn C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2001 DBLP  DOI  BibTeX  RDF C5, Multivariate decision trees, Univariate decision trees, Neural networks
54Karim Tabia, Salem Benferhat On the Use of Decision Trees as Behavioral Approaches in Intrusion Detection. Search on Bibsonomy ICMLA The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
54Branko Kavsek, Nada Lavrac, Anuska Ferligoj Consensus Decision Trees: Using Consensus Hierarchical Clustering for Data Relabelling and Reduction. Search on Bibsonomy ECML The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
54Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta Orthogonal Decision Trees. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2006 DBLP  DOI  BibTeX  RDF Orthogonal decision trees, redundancy free trees, Fourier transform, principle component analysis
53Witold Pedrycz, Zenon A. Sosnowski C-fuzzy decision trees. Search on Bibsonomy IEEE Trans. Systems, Man, and Cybernetics, Part C The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
52Luc Maranget Compiling pattern matching to good decision trees. Search on Bibsonomy ML The full citation details ... 2008 DBLP  DOI  BibTeX  RDF match compilers, heuristics, decision trees
52Basilis Boutsinas, Ioannis X. Tsekouronas Splitting Data in Decision Trees Using the New False-Positives Criterion. Search on Bibsonomy SETN The full citation details ... 2004 DBLP  DOI  BibTeX  RDF data mining, machine learning, decision trees
52Sheela Ramanna, Rajen Bhatt, Piotr Biernot Software Defect Classification: A Comparative Study with Rough Hybrid Approaches. Search on Bibsonomy RSEISP The full citation details ... 2007 DBLP  DOI  BibTeX  RDF rough-fuzzy classification trees, neuro-fuzzy decision trees, Classification, rough sets, software defects
51Jelena Pjesivac-Grbovic, George Bosilca, Graham E. Fagg, Thara Angskun, Jack J. Dongarra Decision Trees and MPI Collective Algorithm Selection Problem. Search on Bibsonomy Euro-Par The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
51Zhipeng Xie Improved AdaBoost.M1 of decision trees with confidence-rated predictions. Search on Bibsonomy SAC The full citation details ... 2009 DBLP  DOI  BibTeX  RDF confidence-rated predictions, decision trees, AdaBoost
50Marina Guetova, Steffen Hölldobler, Hans-Peter Störr Incremental Fuzzy Decision Trees. Search on Bibsonomy KI The full citation details ... 2002 DBLP  DOI  BibTeX  RDF classification, fuzzy logic, decision trees, incremental learning
50João Gama Functional Trees. Search on Bibsonomy Machine Learning The full citation details ... 2004 DBLP  DOI  BibTeX  RDF multivariate decision trees, supervised learning, multiple models
49Juan José Rodríguez, Carlos J. Alonso Interval and dynamic time warping-based decision trees. Search on Bibsonomy SAC The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
49Peter J. Tan, David L. Dowe MML Inference of Decision Graphs with Multi-way Joins. Search on Bibsonomy Australian Joint Conference on Artificial Intelligence The full citation details ... 2002 DBLP  DOI  BibTeX  RDF Machine learning, decision trees, supervised learning, MDL, MML, decision graphs, probabilistic prediction, minimum message length
49Spela Hleb Babic, Matej Sprogar, Milan Zorman, Peter Kokol, Dusanka Micetic Turk Evaluating Breastfeeding Advantages Using Decision Trees. Search on Bibsonomy CBMS The full citation details ... 1999 DBLP  DOI  BibTeX  RDF
49Joaquín Abellán, Andrés R. Masegosa An Experimental Study about Simple Decision Trees for Bagging Ensemble on Datasets with Classification Noise. Search on Bibsonomy ECSQARU The full citation details ... 2009 DBLP  DOI  BibTeX  RDF credal sets, imprecise Dirichlet model, ensemble decision trees, classification, Imprecise probabilities, uncertainty measures
48Peter J. Tan, David L. Dowe Decision Forests with Oblique Decision Trees. Search on Bibsonomy MICAI The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
47Igor Chikalov, Mikhail Ju. Moshkov, Maria S. Zelentsova On Optimization of Decision Trees. Search on Bibsonomy Trans. Rough Sets The full citation details ... 2005 DBLP  DOI  BibTeX  RDF optimization, Decision trees, complexity measures
47Celine Vens, Jan Struyf, Leander Schietgat, Saso Dzeroski, Hendrik Blockeel Decision trees for hierarchical multi-label classification. Search on Bibsonomy Machine Learning The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Precision-recall analysis, Decision trees, Hierarchical classification, Multi-label classification, Functional genomics
46Sai-cheong Ng, Kwong-Sak Leung Induction of Linear Decision Trees with Real-Coded Genetic Algorithms and k-D Trees. Search on Bibsonomy IDEAL The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
46Parikshit Gopalan, Adam Tauman Kalai, Adam R. Klivans Agnostically learning decision trees. Search on Bibsonomy STOC The full citation details ... 2008 DBLP  DOI  BibTeX  RDF learning in the presence of noise, decision trees, agnostic learning
46Francesco De Comité, Rémi Gilleron, Marc Tommasi Learning Multi-label Alternating Decision Trees from Texts and Data. Search on Bibsonomy MLDM The full citation details ... 2003 DBLP  DOI  BibTeX  RDF alternating decision trees, multi-label problems, text mining, boosting
46Christophe Marsala, Marcin Detyniecki High scale video mining with forests of fuzzy decision trees. Search on Bibsonomy CSTST The full citation details ... 2008 DBLP  DOI  BibTeX  RDF forest of fuzzy decision trees, TRECVid, fuzzy decision trees, video mining
46Athanassios Papagelis, Dimitrios Kalles GA Tree: genetically evolved decision trees. Search on Bibsonomy ICTAI The full citation details ... 2000 DBLP  DOI  BibTeX  RDF GA Tree, genetically evolved decision trees, classification decision tree evolution, standard discretized concept learning problems, C4 5, OneR, genetic algorithms, genetic algorithms, learning (artificial intelligence), decision trees, search problems, system performance
45Thomas R. Hancock, Tao Jiang 0001, Ming Li 0001, John Tromp Lower Bounds on Learning Decision Lists and Trees (Extended Abstract). Search on Bibsonomy STACS The full citation details ... 1995 DBLP  DOI  BibTeX  RDF
45Paolo Frasconi, Marco Gori, Giovanni Soda Data Categorization Using Decision Trellises. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 1999 DBLP  DOI  BibTeX  RDF context specific independence, data mining, machine learning, classification, decision trees, Belief networks, connectionist models
45David McSherry Mixed-initiative problem solving with decision trees. Search on Bibsonomy Artif. Intell. Rev. The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Meta-level reasoning, Decision trees, Coverage, Mixed-initiative interaction
45Hillol Kargupta, Byung-Hoon Park A Fourier Spectrum-Based Approach to Represent Decision Trees for Mining Data Streams in Mobile Environments. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2004 DBLP  DOI  BibTeX  RDF Mobile data mining, decision trees, Fourier spectrum
45Kai Zercher Constructing Decision Trees from Examples and Their Explanation-based Generalizations. Search on Bibsonomy Expert Systems in Engineering The full citation details ... 1990 DBLP  DOI  BibTeX  RDF
44Michael Alekhnovich, Mark Braverman, Vitaly Feldman, Adam R. Klivans, Toniann Pitassi Learnability and Automatizability. Search on Bibsonomy FOCS The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
44Udi Manber, Martin Tompa The Complexity of Problems on Probabilistic Nondeterministic, and Alternating Decision Trees Search on Bibsonomy J. ACM The full citation details ... 1985 DBLP  DOI  BibTeX  RDF
44Pei-Pei Li, Qianhui Liang, Xindong Wu 0001, Xuegang Hu Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data. Search on Bibsonomy PAKDD The full citation details ... 2009 DBLP  DOI  BibTeX  RDF data streams, parameter estimation, Random decision trees
44Mikhail Ju. Moshkov Time Complexity of Decision Trees. Search on Bibsonomy Trans. Rough Sets The full citation details ... 2005 DBLP  DOI  BibTeX  RDF decision tree, time complexity, rough set theory, test theory
44Anilu Franco-Arcega, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz, José Francisco Martínez Trinidad A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets. Search on Bibsonomy IDEAL The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Decision trees, supervised classification, large datasets
44Philippe Lenca, Stéphane Lallich, Thanh-Nghi Do, Nguyen-Khang Pham A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees. Search on Bibsonomy PAKDD The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Off-centered entropies, Imbalance class, Decision trees, Shannon entropy
42Xuegang Hu, Pei-Pei Li, Xindong Wu 0001, Gong-Qing Wu A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams. Search on Bibsonomy J. Comput. Sci. Technol. The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Naïve Bayes, data streams, random decision trees
42Sheela Ramanna, Rajen Bhatt, Piotr Biernot A Rough-Hybrid Approach to Software Defect Classification. Search on Bibsonomy RSFDGrC The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Neuro-Fuzzy-Decision Trees, Classification, Rough Sets, Software Defects
42João Gama Functional Trees. Search on Bibsonomy Discovery Science The full citation details ... 2001 DBLP  DOI  BibTeX  RDF Decision Trees, Multiple Models, Supervised Machine Learning
42Cécile Favre, Fadila Bentayeb Bitmap Index-Based Decision Trees. Search on Bibsonomy ISMIS The full citation details ... 2005 DBLP  DOI  BibTeX  RDF Bitmap indices, data mining, performance, databases, decision trees
42Alberto Suárez 0001, James F. Lutsko Globally Optimal Fuzzy Decision Trees for Classification and Regression. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 1999 DBLP  DOI  BibTeX  RDF classification, decision trees, global optimization, fuzzy set theory, backpropagation, nonparametric regression, Automatic learning
42Fadila Bentayeb, Jérôme Darmont Decision Tree Modeling with Relational Views. Search on Bibsonomy ISMIS The full citation details ... 2002 DBLP  DOI  BibTeX  RDF Data Mining, Databases, Integration, Decision trees, Relational views
42Christophe Marsala Data mining with ensembles of fuzzy decision trees. Search on Bibsonomy CIDM The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
42Junfeng Tian, Yue Fu, Ying Xu, Jian-ling Wang Intrusion Detection Combining Multiple Decision Trees by Fuzzy logic. Search on Bibsonomy PDCAT The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
41Taghi M. Khoshgoftaar, Yi Liu 0023, Naeem Seliya Genetic Programming-Based Decision Trees for Software Quality Classification. Search on Bibsonomy ICTAI The full citation details ... 2003 DBLP  DOI  BibTeX  RDF cost of misclassification, genetic programming, decision tree, software metrics, multi-objective optimization, software quality classification
41Xiaomeng Wang, Detlef D. Nauck, Martin Spott, Rudolf Kruse Intelligent data analysis with fuzzy decision trees. Search on Bibsonomy Soft Comput. The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Fuzzy rule learning, Fuzzy decision trees, Classification models, Intelligent data analysis
40Albrecht Zimmermann Ensemble-Trees: Leveraging Ensemble Power Inside Decision Trees. Search on Bibsonomy Discovery Science The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
40Yo-Ping Huang, Vu Thi Thanh Hoa General criteria on building decision trees for data classification. Search on Bibsonomy Int. Conf. Interaction Sciences The full citation details ... 2009 DBLP  DOI  BibTeX  RDF ID3 algorithm, classification, decision tree, information gain
40Jerry Ye, Jyh-Herng Chow, Jiang Chen, Zhaohui Zheng Stochastic gradient boosted distributed decision trees. Search on Bibsonomy CIKM The full citation details ... 2009 DBLP  DOI  BibTeX  RDF decision trees, learning to rank, hadoop, mpi, distributed learning, web search ranking, gradient boosting
40Tomasz Maszczyk, Wlodzislaw Duch Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees. Search on Bibsonomy ICAISC The full citation details ... 2008 DBLP  DOI  BibTeX  RDF information selection, decision trees, entropy, information theory, Decision rules
40Bruce A. Draper, Carla E. Brodley, Paul E. Utgoff Goal-Directed Classification Using Linear Machine Decision Trees. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 1994 DBLP  DOI  BibTeX  RDF goal-directed classification, linear machine decision trees, feature-based classification, nonparametric classification, linear machine decision tree, multivariate decision tree induction, misclassification cost functions, image understanding systems, pattern recognition, computer vision, trees (mathematics), inference mechanisms, decision theory, learning systems, pixel classification, inference algorithms
39Rüdiger Reischuk, Bernd Schmeltz Reliable Computation with Noisy Circuits and Decision Trees-A General n log n Lower Bound Search on Bibsonomy FOCS The full citation details ... 1991 DBLP  DOI  BibTeX  RDF noisy decision tree complexity, tree depth, noisy circuits, critical number, static Boolean decision trees, erroneous answers, noisy dynamic decision trees, lower bound, Boolean functions, computational model, Boolean circuits, questions, answers
39Alan Fern, Robert Givan Online Ensemble Learning: An Empirical Study. Search on Bibsonomy Machine Learning The full citation details ... 2003 DBLP  DOI  BibTeX  RDF decision trees, boosting, online learning, branch prediction, ensemble learning, bagging
39Tuan-Fang Fan, Churn-Jung Liau, Duen-Ren Liu A Bipolar Interpretation of Fuzzy Decision Trees. Search on Bibsonomy Data Mining: Foundations and Practice The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
39Joaquim Marques de Sá, João Gama, Raquel Sebastião, Luís A. Alexandre Decision Trees Using the Minimum Entropy-of-Error Principle. Search on Bibsonomy CAIP The full citation details ... 2009 DBLP  DOI  BibTeX  RDF entropy-of-error, node split criteria, decision trees
38Jennifer A. Smith RNA Search with Decision Trees and Partial Covariance Models. Search on Bibsonomy IEEE/ACM Trans. Comput. Biology Bioinform. The full citation details ... 2009 DBLP  DOI  BibTeX  RDF covariance models, RNA database search, decision trees, Bioinformatics, computational intelligence
38Clayton D. Scott, Robert D. Nowak Minimax-optimal classification with dyadic decision trees. Search on Bibsonomy IEEE Trans. Information Theory The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
38Shuqin Wang, Jinmao Wei, Junping You, Dayou Liu A VPRSM Based Approach for Inducing Decision Trees. Search on Bibsonomy RSKT The full citation details ... 2006 DBLP  DOI  BibTeX  RDF variable precision explicit region, variable precision implicit region, decision tree, Variable precision rough set model
38Foster J. Provost, Pedro M. Domingos Tree Induction for Probability-Based Ranking. Search on Bibsonomy Machine Learning The full citation details ... 2003 DBLP  DOI  BibTeX  RDF Laplace correction, classification, decision trees, ranking, bagging, cost-sensitive learning, probability estimation
38Vijay S. Iyengar HOT: Heuristics for Oblique Trees. Search on Bibsonomy ICTAI The full citation details ... 1999 DBLP  DOI  BibTeX  RDF oblique trees, data mining, machine learning, classification, decision trees
37Efi Papatheocharous, Andreas S. Andreou Classification and Prediction of Software Cost through Fuzzy Decision Trees. Search on Bibsonomy ICEIS The full citation details ... 2009 DBLP  DOI  BibTeX  RDF CHAID, classification, Software cost estimation, CART, fuzzy decision trees
37Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho Protein Cellular Localization with Multiclass Support Vector Machines and Decision Trees. Search on Bibsonomy BSB The full citation details ... 2005 DBLP  DOI  BibTeX  RDF protein cellular localization, Machine Learning, Decision Trees, multiclass Support Vector Machines
37Keeley A. Crockett, Zuhair Bandar, David McLean On the Optimization of T-norm parameters within Fuzzy Decision Trees. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
37César Fernández Peris, Sampsa Laine, Óscar Reinoso, Maria Asunción Vicente Improving the Readability of Decision Trees Using Reduced Complexity Feature Extraction. Search on Bibsonomy IEA/AIE The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
37Olcay Boz Extracting decision trees from trained neural networks. Search on Bibsonomy KDD The full citation details ... 2002 DBLP  DOI  BibTeX  RDF
36Cengiz Kahraman Investment Analyses Using Fuzzy Decision Trees. Search on Bibsonomy Fuzzy Engineering Economics with Applications The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
36H. Zhao, A. P. Sinha An Efficient Algorithm for Generating Generalized Decision Forests. Search on Bibsonomy IEEE Trans. Systems, Man, and Cybernetics, Part A The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
36Yasser El-Sonbaty, Amgad Neematallah Multiway Decision Tree Induction Using Projection and Merging (MPEG). Search on Bibsonomy ICTAI The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
36Begonia Bi-Hsia Tai, Leonard H. Weiner PCDEC, an interactive decision table system for personal computers (abstract only). Search on Bibsonomy ACM Conference on Computer Science The full citation details ... 1987 DBLP  DOI  BibTeX  RDF
36Borisas Bursteinas, James Allen Long Transforming supervised classifiers for feature extraction. Search on Bibsonomy ICTAI The full citation details ... 2000 DBLP  DOI  BibTeX  RDF supervised classifiers, supervised linear feature extraction algorithm, class labels, extracted feature quality evaluation, multivariate decision trees, classifier induction, feature subset evaluation, wrapper model method, algorithm performance evaluation, data mining, learning (artificial intelligence), feature extraction, feature selection, decision trees, pattern classification, software performance evaluation, computation time, very large databases, computational efficiency, data classification, large databases
36Houari A. Sahraoui, Mounir Boukadoum, Hakim Lounis, Frédéric Ethève Predicting class libraries interface evolution: an investigation into machine learning approaches. Search on Bibsonomy APSEC The full citation details ... 2000 DBLP  DOI  BibTeX  RDF class library interface evolution prediction, object-oriented system evolution management, reusable class libraries, version compatibility, symptomatic instability detection, fuzzy logic-based approach, structural metrics, stability indicators, commercial C++ class libraries, top down induction of decision trees, machine learning, user interfaces, user interface, learning (artificial intelligence), fuzzy logic, object-oriented programming, decision trees, software quality, software metrics, software reusability, pattern classification, Bayes methods, software libraries, software development management, Bayesian classifiers, management of change
35Beau Piccart, Jan Struyf, Hendrik Blockeel Empirical Asymmetric Selective Transfer in Multi-objective Decision Trees. Search on Bibsonomy Discovery Science The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
35Simon Marcellin, Djamel A. Zighed, Gilbert Ritschard Evaluating Decision Trees Grown with Asymmetric Entropies. Search on Bibsonomy ISMIS The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
35Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski Ensembles of Multi-Objective Decision Trees. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
35Milan Zorman, Gou Masuda, Peter Kokol, Ryuichi Yamamoto, Bruno Stiglic Mining Diabetes Database With Decision Trees and Association Rules. Search on Bibsonomy CBMS The full citation details ... 2002 DBLP  DOI  BibTeX  RDF
35Amir Ahmad, Gavin Brown 0001 Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data. Search on Bibsonomy MCS The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Random Ordinality, Binary splits, Multi-way splits, Decision trees, Data fragmentation
35Robert A. Morris 0002, Jacob K. Asiedu, William A. Haber, Fred SaintOurs, Robert D. Stevenson, Hua Tang Database-backed decision trees with application to biological informatics. Search on Bibsonomy J. Intell. Inf. Syst. The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Biological informatics, Database-backed decision trees, Taxonomic keys
35John Goddard, René MacKinney-Romero Finding Spanish Syllabification Rules with Decision Trees. Search on Bibsonomy FinTAL The full citation details ... 2006 DBLP  DOI  BibTeX  RDF Automatic syllabification, machine learning, decision trees
35Umar Syed, Golan Yona Using a mixture of probabilistic decision trees for direct prediction of protein function. Search on Bibsonomy RECOMB The full citation details ... 2003 DBLP  DOI  BibTeX  RDF functional prediction, sequence-function relationships, decision trees
35Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano Improving Induction Decision Trees with Parallel Genetic Programming. Search on Bibsonomy PDP The full citation details ... 2002 DBLP  DOI  BibTeX  RDF classification, parallel processing, Genetic programming, Decision Trees
34Jiang Su, Jelber Sayyad-Shirabad, Stan Matwin, Jin Huang Active Learning with Automatic Soft Labeling for Induction of Decision Trees. Search on Bibsonomy Canadian Conference on AI The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
34Vlado Stankovski, Jernej Trnkoczy Application of Decision Trees to Smart Homes. Search on Bibsonomy Designing Smart Homes The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
34Nitesh V. Chawla Many Are Better Than One: Improving Probabilistic Estimates from Decision Trees. Search on Bibsonomy MLCW The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
34Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira A Scalable Algorithm for Rule Post-pruning of Large Decision Trees. Search on Bibsonomy PAKDD The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
34Miroslav Kubat, Doris Flotzinger Pruning Multivariate Decision Trees by Hyperplane Merging. Search on Bibsonomy ECML The full citation details ... 1995 DBLP  DOI  BibTeX  RDF
34Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana Beam Search Extraction and Forgetting Strategies on Shared Ensembles. Search on Bibsonomy Multiple Classifier Systems The full citation details ... 2003 DBLP  DOI  BibTeX  RDF Randomisation, Decision Trees, Ensemble Methods, Search Space, Beam Search
34Rui Camacho, Pavel Brazdil Improving the Robustness and Encoding Complexity of Behavioural Clones. Search on Bibsonomy ECML The full citation details ... 2001 DBLP  DOI  BibTeX  RDF behavioural cloning, decision trees, cognitive modeling
34Xiao-Jia M. Zhou, Tharam S. Dillon A Statistical-Heuristic Feature Selection Criterion for Decision Tree Induction. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 1991 DBLP  DOI  BibTeX  RDF statistical-heuristic feature selection criterion, multibranching decision trees, built-in statistical test, proportional-reduction-in-error, cost-of-complexity heuristic, middle-cut preference, tau criterion, prepruning, dynamic error estimation, pattern recognition, pattern recognition, robustness, statistics, trees (mathematics), decision theory, Bayes methods, Bayesian classifier, decision tree induction
33Puntip Pattaraintakorn Entropy Measures of Flow Graphs with Applications to Decision Trees. Search on Bibsonomy RSKT The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Decision trees, Entropy, Flow graphs
33Pei-Pei Li, Xuegang Hu, Xindong Wu 0001 Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees. Search on Bibsonomy ADMA The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Classification, Data Streams, Concept Drift, Random Decision Trees
33Gary R. Weckman, Andrew P. Snow, Preeti Rastogi, Maimuna H. Rangwala Assessing Wireless Network Dependability through Knowledge Extraction via Decision Trees. Search on Bibsonomy ICONS The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Wireless Network, Artificial Neural Networks, Decision Trees, Dependability
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