Knowledge Discovery and Data Mining
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[1] Simon C. K. Shiu,et al. Foundations of Soft Case-Based Reasoning: Pal/Soft Case-Based Reasoning , 2004 .
[2] Ronald L. Rivest,et al. Inferring Decision Trees Using the Minimum Description Length Principle , 1989, Inf. Comput..
[3] Anantha Chandrakasan,et al. Algorithmic transforms for efficient energy scalable computation , 2000, ISLPED'00: Proceedings of the 2000 International Symposium on Low Power Electronics and Design (Cat. No.00TH8514).
[4] Joaquín Dopazo,et al. Phylogenomics and the number of characters required for obtaining an accurate phylogeny of eukaryote model species , 2004, ISMB/ECCB.
[5] Ossama Younis,et al. HEED: a hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks , 2004, IEEE Transactions on Mobile Computing.
[6] Jiawei Han,et al. Data Mining: Concepts and Techniques , 2000 .
[7] A. Konig. Interactive visualization and analysis of hierarchical neural projections for data mining , 2000 .
[8] Lotfi A. Zadeh,et al. Fuzzy logic, neural networks, and soft computing , 1993, CACM.
[9] Majid Sarrafzadeh,et al. Optimal Energy Aware Clustering in Sensor Networks , 2002 .
[10] Michael R. Anderberg,et al. Cluster Analysis for Applications , 1973 .
[11] Alex A. Freitas,et al. Discovering interesting prediction rules with a genetic algorithm , 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).
[12] John A. Hartigan,et al. Clustering Algorithms , 1975 .
[13] Ramakrishnan Srikant,et al. Fast algorithms for mining association rules , 1998, VLDB 1998.
[14] S. Sitharama Iyengar,et al. Distributed Bayesian algorithms for fault-tolerant event region detection in wireless sensor networks , 2004, IEEE Transactions on Computers.
[15] Soumen Chakrabarti,et al. Mining the web - discovering knowledge from hypertext data , 2002 .
[16] Wolfgang Müller,et al. Classifying Documents by Distributed P2P Clustering , 2003, GI Jahrestagung.
[17] Sanghamitra Bandyopadhyay,et al. Pattern classification with genetic algorithms: Incorporation of chromosome differentiation , 1997, Pattern Recognit. Lett..
[18] Ron Shamir,et al. Clustering Gene Expression Patterns , 1999, J. Comput. Biol..
[19] Hendrik Blockeel,et al. Web mining research: a survey , 2000, SKDD.
[20] Hans-Peter Kriegel,et al. A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise , 1996, KDD.
[21] Witold Pedrycz,et al. Fuzzy set technology in knowledge discovery , 1998, Fuzzy Sets Syst..
[22] Keith C. C. Chan,et al. An effective algorithm for discovering fuzzy rules in relational databases , 1998, 1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36228).
[23] Ujjwal Maulik,et al. Clustering distributed data streams in peer-to-peer environments , 2006, Inf. Sci..
[24] Julius T. Tou,et al. Pattern Recognition Principles , 1974 .
[25] Philip S. Yu,et al. Outlier detection for high dimensional data , 2001, SIGMOD '01.
[26] Ujjwal Maulik,et al. Genetic algorithm-based clustering technique , 2000, Pattern Recognit..
[27] King-Sun Fu,et al. Syntactic Pattern Recognition And Applications , 1968 .
[28] Hillol Kargupta,et al. Distributed Clustering Using Collective Principal Component Analysis , 2001, Knowledge and Information Systems.
[29] Jiawei Han,et al. Efficient and Effective Clustering Methods for Spatial Data Mining , 1994, VLDB.
[30] T. W. Anderson,et al. An Introduction to Multivariate Statistical Analysis , 1959 .
[31] Raymond T. Ng,et al. Algorithms for Mining Distance-Based Outliers in Large Datasets , 1998, VLDB.
[32] Ujjwal Maulik,et al. Performance Evaluation of Some Clustering Algorithms and Validity Indices , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[33] Sanghamitra Bandyopadhyay,et al. Pattern classification using genetic algorithms: Determination of H , 1998, Pattern Recognit. Lett..
[34] Raghu Krishnapuram,et al. A fuzzy approach to complex linguistic query based image retrieval , 1999, 18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397).
[35] Bogdan Dorohonceanu,et al. Accelerating Protein Classification Using Suffix Trees , 2000, ISMB.
[36] Keinosuke Fukunaga,et al. Introduction to Statistical Pattern Recognition , 1972 .
[37] Krishna M. Sivalingam,et al. Learning from class-imbalanced data in wireless sensor networks , 2003, 2003 IEEE 58th Vehicular Technology Conference. VTC 2003-Fall (IEEE Cat. No.03CH37484).
[38] Bart Goethals,et al. Efficient frequent pattern mining , 2002 .
[39] T. Watanabe,et al. Classification and function estimation of protein by using data compression and genetic algorithms , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).
[40] Ronald R. Yager. Database discovery using fuzzy sets , 1996 .
[41] Shokri Z. Selim,et al. K-Means-Type Algorithms: A Generalized Convergence Theorem and Characterization of Local Optimality , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[42] Joaquín Dopazo,et al. Supervised Neural Networks for Clustering Conditions in DNA Array Data After Reducing Noise by Clustering Gene Expression Profiles , 2002 .
[43] Dimitrios Gunopulos,et al. Distributed deviation detection in sensor networks , 2003, SGMD.
[44] Finn Verner Jensen,et al. Introduction to Bayesian Networks , 2008, Innovations in Bayesian Networks.
[45] Nicolas Monmarché,et al. Interactive Design of Web Sites with a Genetic Algorithm , 2002, ICWI.
[46] Richard O. Duda,et al. Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.
[47] Peter Stagge,et al. Recurrent neural networks for time series classification , 2003, Neurocomputing.
[48] N. J. Radcliffe,et al. GA-MINER: Parallel Data Mining with Hierarchical Genetic Algorithms Final Report , 1995 .
[49] Michael G. Thomason,et al. Syntactic Pattern Recognition, An Introduction , 1978, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[50] Josef Kittler,et al. Pattern recognition : a statistical approach , 1982 .
[51] Tomasz Imielinski,et al. Mining association rules between sets of items in large databases , 1993, SIGMOD Conference.
[52] Krishna M. Sivalingam,et al. Data Gathering Algorithms in Sensor Networks Using Energy Metrics , 2002, IEEE Trans. Parallel Distributed Syst..
[53] Sanghamitra Bandyopadhyay,et al. Pattern classification with genetic algorithms , 1995, Pattern Recognit. Lett..
[54] A. G. Constantinides,et al. An heuristic pattern correction scheme for GRNNs and its application to speech recognition , 1998, Neural Networks for Signal Processing VIII. Proceedings of the 1998 IEEE Signal Processing Society Workshop (Cat. No.98TH8378).
[55] Anil K. Jain,et al. Algorithms for Clustering Data , 1988 .
[56] S. Bandyopadhyay,et al. Nonparametric genetic clustering: comparison of validity indices , 2001, IEEE Trans. Syst. Man Cybern. Syst..
[57] Qiang Yang,et al. Maintaining Unstructured Case Base , 1997, ICCBR.
[58] Anantha P. Chandrakasan,et al. An application-specific protocol architecture for wireless microsensor networks , 2002, IEEE Trans. Wirel. Commun..
[59] Yinghua Lin,et al. A new approach to fuzzy-neural system modeling , 1995, IEEE Trans. Fuzzy Syst..
[60] Geoffrey I. Webb. Efficient search for association rules , 2000, KDD '00.
[61] Wenliang Du,et al. Building decision tree classifier on private data , 2002 .
[62] Ding-An Chiang,et al. Mining time series data by a fuzzy linguistic summary system , 2000, Fuzzy Sets Syst..
[63] H. Frigui. Adaptive image retrieval using the fuzzy integral , 1999, 18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397).
[64] Jaideep Srivastava,et al. WEBKDD 2002: Web mining for usage patterns & profiles , 2002, SKDD.
[65] Erik D. Goodman,et al. Genetic programming for improved data mining: application to the biochemistry of protein interactions , 1996 .
[66] D. O. Hebb,et al. The organization of behavior , 1988 .
[67] Heikki Mannila,et al. A database perspective on knowledge discovery , 1996, CACM.
[68] Sankar K. Pal,et al. Rough-Fuzzy MLP: Modular Evolution, Rule Generation, and Evaluation , 2003, IEEE Trans. Knowl. Data Eng..
[69] Sanghamitra Bandyopadhyay,et al. Genetic algorithms for generation of class boundaries , 1998, IEEE Trans. Syst. Man Cybern. Part B.
[70] S. Bandyopadhyay,et al. Evolutionary computation in bioinformatics: a review , 2006, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[71] Foster J. Provost,et al. A Survey of Methods for Scaling Up Inductive Algorithms , 1999, Data Mining and Knowledge Discovery.
[72] Peter J. Rousseeuw,et al. Finding Groups in Data: An Introduction to Cluster Analysis , 1990 .
[73] L. B. Turksen,et al. Fuzzy data mining and expert system development , 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).
[74] Rajeev Rastogi,et al. Efficient algorithms for mining outliers from large data sets , 2000, SIGMOD 2000.
[75] Lui Sha,et al. Dynamic Clustering for Acoustic Target Tracking in Wireless Sensor Networks , 2004, IEEE Trans. Mob. Comput..
[76] Simon Haykin,et al. Neural Networks: A Comprehensive Foundation , 1998 .
[77] Witold Pedrycz,et al. Conditional Fuzzy C-Means , 1996, Pattern Recognit. Lett..
[78] Sanghamitra Bandyopadhyay,et al. An efficient technique for superfamily classification of amino acid sequences: feature extraction, fuzzy clustering and prototype selection , 2005, Fuzzy Sets Syst..
[79] Wendi Heinzelman,et al. Proceedings of the 33rd Hawaii International Conference on System Sciences- 2000 Energy-Efficient Communication Protocol for Wireless Microsensor Networks , 2022 .
[80] Donald F. Specht,et al. A general regression neural network , 1991, IEEE Trans. Neural Networks.
[81] Chris Clifton,et al. Privacy-preserving k-means clustering over vertically partitioned data , 2003, KDD '03.
[82] SANGHAMITRA BANDYOPADHYAY,et al. Clustering Using Simulated Annealing with Probabilistic Redistribution , 2001, Int. J. Pattern Recognit. Artif. Intell..
[83] C. Mohan,et al. Dynamic E-business: Trends in Web Services , 2002, TES.
[84] Tian Zhang,et al. BIRCH: an efficient data clustering method for very large databases , 1996, SIGMOD '96.
[85] Gregory Piatetsky-Shapiro,et al. The KDD process for extracting useful knowledge from volumes of data , 1996, CACM.
[86] Nicholas J. Radcliffe,et al. A Genetic Algorithm-Based Approach to Data Mining , 1996, KDD.
[87] Vipin Kumar,et al. Distributed and parallel knowledge discovery (workshop session) (title only) , 2000, Knowledge Discovery and Data Mining.
[88] Nitesh V. Chawla,et al. SMOTE: Synthetic Minority Over-sampling Technique , 2002, J. Artif. Intell. Res..
[89] James F. Baldwin. Knowledge from data using fuzzy methods , 1996, Pattern Recognit. Lett..
[90] Hongjun Lu,et al. Effective Data Mining Using Neural Networks , 1996, IEEE Trans. Knowl. Data Eng..
[91] Guoqing Chen,et al. Mining generalized association rules with fuzzy taxonomic structures , 1999, 18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397).
[92] Ulrich Güntzer,et al. Algorithms for association rule mining — a general survey and comparison , 2000, SKDD.
[93] Ian D. Watson,et al. Applying case-based reasoning - techniques for the enterprise systems , 1997 .
[94] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[95] Theodosios Pavlidis,et al. Structural pattern recognition , 1977 .
[96] Joseph P. Bigus,et al. Data mining with neural networks: solving business problems from application development to decision support , 1996 .
[97] Joaquín Dopazo,et al. Using a Genetic Algorithm and a Perceptron for Feature Selection and Supervised Class Learning in DNA Microarray Data , 2003, Artificial Intelligence Review.
[98] Yuh-Jyh Hu,et al. Combinatorial motif analysis and hypothesis generation on a genomic scale , 2000, Bioinform..
[99] S. Pal,et al. Foundations of Soft Case-Based Reasoning: Pal/Soft Case-Based Reasoning , 2004 .
[100] Nello Cristianini,et al. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .
[101] C. Lee Giles,et al. Efficient identification of Web communities , 2000, KDD '00.
[102] Ujjwal Maulik,et al. Incorporating Chromosome Differentaition in Genetic Algorithms , 1998, Inf. Sci..
[103] Ujjwal Maulik,et al. Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification , 2003, IEEE Trans. Geosci. Remote. Sens..
[104] Marley M. B. R. Vellasco,et al. Rule-Evolver: An Evolutionary Approach for Data Mining , 1999, RSFDGrC.
[105] Anupam Joshi,et al. Low-complexity fuzzy relational clustering algorithms for Web mining , 2001, IEEE Trans. Fuzzy Syst..
[106] Bala Srinivasan,et al. Dynamic self-organizing maps with controlled growth for knowledge discovery , 2000, IEEE Trans. Neural Networks Learn. Syst..
[107] Kun Liu,et al. VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring , 2004, SDM.
[108] Lotfi A. Zadeh,et al. Fuzzy Sets , 1996, Inf. Control..
[109] Jon Kleinberg,et al. Authoritative sources in a hyperlinked environment , 1998, SODA '98.
[110] Ujjwal Maulik,et al. An evolutionary technique based on K-Means algorithm for optimal clustering in RN , 2002, Inf. Sci..
[111] Hans-Paul Schwefel,et al. Numerical Optimization of Computer Models , 1982 .
[112] Jaideep Srivastava,et al. Selecting the right interestingness measure for association patterns , 2002, KDD.
[113] Hans-Peter Kriegel,et al. Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification , 1995, SSD.
[114] John R. Koza,et al. Genetic programming - on the programming of computers by means of natural selection , 1993, Complex adaptive systems.
[115] Yelena Yesha,et al. Data Mining: Next Generation Challenges and Future Directions , 2004 .
[116] Sanghamitra Bandyopadhyay,et al. Theoretical performance of genetic pattern classifier , 1999 .
[117] Carlo Zaniolo,et al. Metaqueries for Data Mining , 1996, Advances in Knowledge Discovery and Data Mining.
[118] Ah Chung Tsoi,et al. Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference , 2001, Machine Learning.
[119] S. Pal,et al. Bioinformatics in neurocomputing framework , 2005 .
[120] Sourav S. Bhowmick,et al. Research Issues in Web Data Mining , 1999, DaWaK.
[121] W. H. Inmon,et al. The data warehouse and data mining , 1996, CACM.
[122] Ujjwal Maulik,et al. Efficient prototype reordering in nearest neighbor classification , 2002, Pattern Recognit..
[123] Yoh-Han Pao,et al. Adaptive pattern recognition and neural networks , 1989 .