General Information
NameProf. Mark Last
DepartmentDepartment of Software and Information Systems Engineering
Emailmlast@bgu.ac.il
Personal Web SitePersonal Web Site
Academic RankProfessor
FunctionComputational learning programs Coordinator, Data Engineering


Books

 
[1] Kisilevich, Last M., Slava, Exploring country level gender differences in the context of online dating using classification trees, Bibliothek der Universität Konstanz, (2010).
[2] Last M., Web Intelligence and Security, Ios PressInc, (2010).
[3] Bunke Horst, Kandel Abraham, Last M., Applied Pattern Recognition, (2008).
[4] Bunke, Horst, Last M., Kandel, Abraham, Applied pattern recognition, Springer, (2008).
[5] Kandel Abraham, Bunke Horst, Last M., Applied Graph Theory in Computer Vision and Pattern Recognition, Springer Verlag, (2007).
[6] Kandel, Last M., Abraham, Szczepaniak, S ., Volkovich, Zeev, Advances in Web Intelligence and Data Mining. Studies in Computational Intelligence, Springer, (2006).
[7] Schenker Adam, Bunke Horst, Last M., Kandel Abraham, Graph-Theoretic Techniques for Web Content Mining, (2005).
[8] Kandel, Last M., Abraham, Fighting Terror in Cyberspace, World Scientific, (2005).
[9] Last M., Kandel, Abraham, Fighting terror in cyberspace, World Scientific Publishing Company, (2005).
[10] Last M., Kandel, Abraham, Bunke, Horst, Data mining in time series databases, World Scientific Publishing Company, (2004).
[11] Saraph, Last M., Prachi, Kandel, A, Test set generation and reduction with artificial neural networks, World Scientific, (2004).
[12] Maimon, Last M., Oded, Knowledge discovery and data mining: the info-fuzzy network (IFN) Methodology, Springer, (2000).

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Book in Series

 
[1] Last M., Eyal S., Kandel A., Effective black-box testing with genetic algorithms, Springer-Verlag Berlin, BERLIN, 134-148, (2006).
[2] Last M., Markov A., Kandel A., Multi-lingual detection of terrorist content on the web, Springer, 16-30, (2006).
[3] Markov A., Last M., A simple, structure-sensitive approach for web document classification, Springer-Verlag Berlin, BERLIN, 293-298, (2005).
[4] Last M., Multi-objective classification with info-fuzzy networks, Springer-Verlag Berlin, BERLIN, 239-249, (2004).
[5] Levin M.Sh., Last M., Test case sequences in system testing: Selection of test cases for a chain (sequence) of function clusters, Springer-Verlag Berlin, BERLIN, 895-904, (2004).
[6] Schenker A., Bunke H., Last M., Kandel A., A graph-based framework for Web document mining, Springer-Verlag Berlin, BERLIN, 401-412, (2004).
[7] Schenker A., Last M., Bunke H., Kandel A., Comparison of algorithms for web document clustering using graph representations of data, Springer-Verlag Berlin, BERLIN, 190-197, (2004).
[8] Schenker A., Bunke H., Last M., Kandel A., Building graph-based classifier ensembles by random node selection, Springer-Verlag Berlin, BERLIN, 214-222, (2004).
[9] Schenker A., Last M., Bunke H., Kandel A., Comparison of distance measures for graph-based clustering of documents, Springer-Verlag Berlin, BERLIN, 202-213, (2003).
[10] Schenker A., Last M., Bunke H., Kandel A., Graph representations for Web document clustering, Springer-Verlag Berlin, BERLIN, 935-942, (2003).
[11] Last M., Schenker A., Kandel A., Applying fuzzy hypothesis testing to medical data, Springer, 221-229, (1999).

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Book Chapters

 
[1] Yampolsky Avihay, Last M., Data modeling and functional modeling - examining the preferred order of using UML class diagrams and use cases. In: T. Halpin, E. Proper, J. Krogstie (Eds.): Innovations in Information Systems Modeling: Methods and Best Practices. IGI Global, Ch. 7, pp. 122-142. (2009).
[2] Zaafrany O, Friedman M, Last M., Schneider M, Kandel A, Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS), Springer, 365-385, (2008).
[3] Maimon Oded, Last M., Measuring Similarity Between Trajectories of Mobile Objects, 101-128, (2008).
[4] Kandel A., Last M., Enhancement to the Advanced Terrorists Detection System (ATDS), IOS Press NATO Series, 71-81, (2008).
[5] Zaafrani O, Friedman M, Last M., Schneider M, Kandel A, Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS). in Terrorism Informatics, Knowledge Management and Data Mining for Homeland Security, Chen, H. Reid, E. Sinai, J. Silke, A. Ganor, B (Eds), Springer Integrated Series in Information Systems. Vol. 18, pp. 365-385, (2008).
[6] Markov Alex, Last M., Kandel Abraham, Fast Categorization of Web Documents Represented by Graphs, Springer-Verlag, (2007).
[7] Last M., Zaafrany O, Kandel M, Intelligent Technology for Content Monitoring on The Web, World Scientific, 539-552, (2004).

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Journal Articles

 
[1] Last M., MIL: Automatic metaphor identification by statistical learning, CEUR Workshop Proceedings, 1410, 19 - 29, (2015).
[2] Last M., A scalable algorithm for one-to-one, onto, and partial schema matching with uninterpreted column names and column values, Journal of Database Management, 25, 4, 1 - 16, (2014).
[3] Last M., Improving accuracy of classification models induced from anonymized datasets, Information Sciences, 256, 138 - 161, (2014).
[4] Last M., Why 'dark thoughts' aren't really dark: A novel algorithm for metaphor identification, Proceedings of the 2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, CCMB 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, 60 - 65, (2013).
[5] Last M., Automatic identification of conceptual metaphors with limited knowledge, Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013, 328 - 334, (2013).
[6] Last M., Avoiding the look-ahead pathology of decision tree learning, International Journal of Intelligent Systems, 28, 10, 974 - 987, (2013).
[7] Litvak, Last M., Marina, Cross-lingual training of summarization systems using annotated corpora in a foreign language, , 1--28, (2012).
[8] Last M., A comparative study of artificial neural networks and info-fuzzy networks as automated oracles in software testing, IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans, 42, 5, 1183 - 1193, (2012).
[9] Last M., Knowledge discovery in data streams with regression tree methods, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2, 1, 69 - 78, (2012).
[10] Alalouf, Nataly, Last M., Automated Detection of Terrorist Web Documents using Fuzzy Lexicons with Fuzzy-based Clustering Methodology, , 88, 113, (2011).
[11] Last M., Vehicle Failure Prediction Using Warranty and Telematics Data, , 29, 245--260, (2011).
[12] Prilutsky, Daria, Shneider, Evgeni, Shefer, Last M., Alex, Rogachev, Boris, Differentiation between viral and bacterial acute infections using chemiluminescent signatures of circulating phagocytes, , 83, 4258--4265, (2011).
[13] Last M., Classification of infectious diseases based on chemiluminescent signatures of phagocytes in whole blood, Artificial Intelligence in Medicine, 52, 3, 153 - 163, (2011).
[14] Last M., Using data mining techniques for optimizing traffic signal plans at an urban intersection, International Journal of Intelligent Systems, 26, 7, 603 - 620, (2011).
[15] Zaafrany Omer, Last M., Friedman Menahem, Schneider Moti, Kandel Abraham, Detection of Access to Terror-Related Web Sites Using an Advanced Terror Detection System (ATDS), Journal of the American Society for Information Science and Technology (JASIST), 61, 2, 405-418, (2010).
[16] Kandel, Last M., Abraham, Bunke, Horst, Data mining and computational intelligence, , (2010).
[17] Last M., Mendelson, Yael, Chakrabarty, Sugato, Batra, Karishma, Early Warning from Car Warranty Data using a Fuzzy Logic Technique, , 347, (2010).
[18] Last M., Kandel, A, Fuzzy Logic, Uncertainty Management and The Black Swan, , 27, 3, (2010).
[19] Litvak, Marina, Lipman, Last M., Hagay, Gur, Ben ., Kisilevich, Slava, Keim, Daniel, Towards multi-lingual summarization: A comparative analysis of sentence extraction methods on English and Hebrew corpora, , 61--69, (2010).
[20] Last M., Advances in web intelligence and data mining, , (2009).
[21] Last M., Danon, Guy, Biderman, Sholomo, Miron, Eli, Optimizing a batch manufacturing process through interpretable data mining models, , 20, 523--534, (2009).
[22] Yampolsky, Last M., Avihai, Data Modeling and Functional Modeling: Examining the Preferred Order of Using UML Class Diagrams and Use Cases, , 122--142, (2009).
[23] Cohen L., Avrahami-Bakish G., Last M., Kandel A., Kipersztok O., Real-time data mining of non-stationary data streams from sensor networks, Information Fusion, 9, 3, 344 - 353, (2008).
[24] Prilutsky D., Rogachev B., Vorobiov M., Zlotnik M., Last M., Lobel L., Marks R., Dynamic component chemiluminescent sensor for assessing circulating polymorphonuclear leukocyte activity of peritoneal dialysis patients, Analytical Chemistry, 80, 13, 5131 - 5138, (2008).
[25] Markov A., Last M., Kandel A., The hybrid representation model for web document classification, International Journal of Intelligent Systems, 23, 6, 654 - 679, (2008).
[26] Last M., Danon Guy, Biderman Sholomo, Miron Eli, Optimizing a Batch Manufacturing Process through Interpretable Data Mining Models, Journal of Intelligent Manufacturing, (2008).
[27] Cohen Lior, Avrahami Gil, Last M., Kandel Abraham, Info-Fuzzy Algorithms for Mining Dynamic Data Streams, Applied Soft Computing, 8, 4, 1283–1294, (2008).
[28] Last M., Chapter XLI, , (2008).
[29] Last M., Elnekave, Sigal, Shonfeld, V, Predicting Wine Quality from Agricultural Data with Single-Objective and Multi-Objective Data Mining Algorithms, , 6, 323--365, (2008).
[30] Friedman Menahem, Last M., Makover Yaniv, Kandel Abraham, Anomaly Detection in Web Documents using Crisp and Fuzzy-based Cosine Clustering Methodology, Information Sciences, 177, 2, 467–475, (2007).
[31] Last M., Theory of Actionable Data Mining with Application to Semiconductor Manufacturing Control, International Journal of Production Research, 45, 13, 3059–3084, (2007).
[32] Engel Avner, Last M., Modeling Systems'' VVT Costs & Risks Using Fuzzy Logic Paradigm, The Journal of Systems and Software, 80, 817–835, (2007).
[33] Engel A., Last M., Modeling software testing costs and risks using fuzzy logic paradigm, J. Syst. Softw. (USA), 80, 6, 817 - 35, (2007).
[34] Braha, Dan, Last M., Theory of actionable data mining with application to semiconductor manufacturing control, , 45, 3059--3084, (2007).
[35] Last M., Saveliev, Albina, Enhanced Anytime Algorithm for Induction of Oblivious Decision Trees, , 95, (2007).
[36] Last M., Efficient learning algorithms for agents mining time-changing data streams, CIMCA 2006: International Conference on Computational Intelligence for Modelling, Control and Automation, Jointly with IAWTIC 2006: International Conference on Intelligent Agents Web Technologies ., (2007).
[37] Reynolds Z., Bunke H., Last M., Kandel A., Comparing representative selection strategies for dissimilarity representations, International Journal of Intelligent Systems, 21, 10, 1093 - 1109, (2006).
[38] Levin M., Last M., Design of test inputs and their sequences in multi-function system testing, Applied Intelligence, 25, 1, 107 - 126, (2006).
[39] Kandel, Abraham, Last M., Schneider, Moti, Zaafrany, Omer, Anomaly Detection in Web Documents Using Computationally Intelligent Methods of Fuzzy-Based Clustering, , 401--415, (2006).
[40] Markov, Last M., Alex, Kandel, Abraham, Model-based classification of web documents represented by graphs, , 20--23, (2006).
[41] Last M., The uncertainty principle of cross-validation, 2006 IEEE International Conference on Granular Computing, 275 - 280, (2006).
[42] Last M., Eyal S., A fuzzy-based lifetime extension of genetic algorithms, Fuzzy Sets and Systems, 149, 1, 131-147, (2005).
[43] Last M., Quality and comprehension of UML interaction diagrams-an experimental comparison, INFORMATION AND SOFTWARE TECHNOLOGY, 47, 10, 675-692, (2005).
[44] Schenker A., Last M., Kandel A., Design and implementation of a Web mining system for organizing search engine results, INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 20, 6, 607-625, (2005).
[45] Cohen A., Korach E., Last M., Ohayon R., A fuzzy-based path ordering algorithm for QoS routing in non-deterministic communication networks, FUZZY SETS AND SYSTEMS, 150, 3, 401-417, (2005).
[46] Last M., Using Data Mining Technology for Terrorist Detection on the Web, , 65, 41, (2005).
[47] Litvak, Last M., Marina, Kisilevich, Slava, Improving classification of multi-lingual web documents using domain ontologies, , (2005).
[48] Markov, Last M., Alex, Efficient graph-based representation of web documents, , 51, (2005).
[49] Markov, Last M., Alex, Identification of Terrorist Web Sites with Cross-Lingual Classification Tools, , 65, 117, (2005).
[50] Last M., Maimon O.., “A Compact and Accurate Model for Classification”, to appear in IEEE Transactions on Knowledge and Data Engineering, 16, 1, (2004).
[51] Last M., Kandel A., Discovering useful and understandable patterns in manufacturing data, Robotics and Autonomous Systems, 49, 3-4, 137-152, (2004).
[52] Rodriguez W., Last M., Kandel A., Bunke H., 3-Dimensional curve similarity using string matching, Robotics and Autonomous Systems, 49, 3-4, 165-172, (2004).
[53] Last M., Friendman M., Kandel A., Using data mining for Automated Software Testing, International Journal of Software Engineering and Knowledge Engineering, 14, 4, 369-393, (2004).
[54] Schenker A., Last M., Bunke H., Kandel A., Classification of web documents using graph matching, International Journal of Pattern Recognition and Artificial Intelligence, 18, 3, 475-496, (2004).
[55] Last M., Maimon O., A compact and accurate model for classification, IEEE Transactions on Knowledge and Data Engineering, 16, 2, 203-215, (2004).
[56] Dick S.., Meeks A.., Bunke H.., Last M., Kandel A.., Data mining in software metrics databases, Fuzzy Sets and Systems, 145, 1, 81-110, (2004).
[57] Kandel A, Zaafrany O, Last M., Using Data Mining Techniques for Detecting Terror-Related Activities on the Web, Journal of Information Warfare, 3, 1, 17-28, (2004).
[58] Avrahami, Gil, Last M., Incremental info-fuzzy algorithm for real time data mining of non-stationary data streams, , 43, (2004).
[59] Kandel, A, Last M., Zaafrany, O, Using data mining techniques for detecting terror-related activities on the web, , 3, 17--29, (2004).
[60] Last M., Kandel, Abraham, Bunke, Horst, Artificial Intelligence Methods In Software Testing (Series in Machine Perception & Artifical Intelligence Vol. 56), , (2004).
[61] Last M., Freidman, M, Black-box testing with info-fuzzy networks, , 21--50, (2004).
[62] Last M., Chapter 2 Black-Box Testing with Info-Fuzzy Networks, , 56, 21--50, (2004).
[63] Last M., Kandel, A, Using data mining for automated software testing, , 14, 369--393, (2004).
[64] OmerZaafrany, Shapira ., Last M., Kandel, Abraham, Schneider, Moti, OHT-Online-HTML Tracer for Detecting Terrorist Activities on the Web, , 371, (2004).
[65] Zeira, Gil, Last M., Maimon, Oded, Change detection in classification models induced from time series data, , 57, 101--125, (2004).
[66] Zeira, G, Last M., Maimon, O, Chapter 5 Change Detection in Classification Models Induced from Time Series Data, , 57, 99--122, (2004).
[67] Schenker A., Kandel A., Last M., “Evaluation of Fuzzy Rules Extracted from Data”, Fuzzy Economic Review, 6, 2, 3 - 21, (2003).
[68] Schenker, Last M., Adam, Bunke, Horst, Kandel, Abraham, Clustering of web documents using a graph model, , 55, 3--18, (2003).
[69] Schenker, Last M., Adam, Kandel, Abraham, Evaluation of Fuzzy Rules Extracted from Data, , 6, 3--21, (2003).
[70] Zaafrany, Omer, Last M., Kandel, Abraham, Using Data Mining for Detecting Terror-Related Activities on the Web, , 271--280, (2003).
[71] Last M., The data mining approach to automated software testing, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 388 - 396, (2003).
[72] Vanmali M.., Last M., Kandel A.., “Using a Neural Network in the Software Testing Process”, International Journal of Intelligent Systems, 17, 1, 45-62, (2002).
[73] Maimon O.., Last M., Minkov E.., “Improving Stability of Decision Trees”, International Journal of Pattern Recognition and Artificial Intelligence, 16, 2, 145-159, (2002).
[74] Kandel A.., Last M., "Perception-based Analysis of Engineering Experiments in Semiconductor Industry", International Journal of Image and Graphics, 2, 1, 107 – 126, (2002).
[75] Last M., “Online Classification of Nonstationary Data Streams”, Intelligent Data Analysis, 6, 2, 129-147, (2002).
[76] Bunke H.., Last M., Kandel A.., “A Feature-Based Serial Approach to Classifier Combination”, Pattern Analysis and Applications (PAA), 5, 385-398, (2002).
[77] Schenker A., Last M., Bunke H., Kandel A., “Fuzzy Clustering with Genetically Adaptive Scaling”, International Journal of Image and Graphics (IJIG), 2, 4, 557-572, (2002).
[78] Wachs J., Stern H., Last M., “Color Face Segmentation Using a Fuzzy Min-Max Neural Network”, International Journal of Image and Graphics (IJIG), 2, 4, 587-601, (2002).
[79] Last M., Maimon O., Minkov E., Improving stability of decision trees, International Journal of Pattern Recognition and Artificial Intelligence, 16, 2, 145-159, (2002).
[80] Vanmali M., Last M., Kandel A., Using a neural network in the software testing process, INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 17, 1, 45-62, (2002).
[81] Last M., Daniels M., Hause M.L., Woodroffe M.R., Learning from students: continuous improvement in international collaboration, SIGCSE Bull. (USA), 34, 3, 136 - 40, (2002).
[82] Last M., Online classification of nonstationary data streams, Intell. Data Anal. (Netherlands), 6, 2, 129 - 47, (2002).
[83] Last M., Bunke H., Kandel A., A feature-based serial approach to classifier combination, Pattern Anal. Appl. (UK), 5, 4, 385 - 98, (2002).
[84] Last M., Kandel, Abraham, Perception-based analysis of engineering experiments in the semiconductor industry, , 2, 107--126, (2002).
[85] SCHENKER, Last M., ADAM, BUNKE, HORST, KANDEL, ABRAHAM, Fuzzy clustering with genetically adaptive scaling, , 2, 557--572, (2002).
[86] Wachs, Juan, Last M., Color face segmentation using a fuzzy min-max neural network, , 2, 587--601, (2002).
[87] Last M., Klein Y., Kandel A., "Knowledge Discovery in Time Series Databases", IEEE Transactions on Systems, Man, and Cybernetics, , 31, (B-1):, 160-169, (2001).
[88] Last M., Kandel A., Maimon ., "Information-Theoretic Algorithm for Feature Selection", Pattern Recognition Letters, , 22, (6-7), 799-811, (2001).
[89] Rodriguez W., Kandel A., Last M., Bunke H., "Geometric Approach to Data Mining", International Journal of Image and Graphics, , 1, (2), 363-386, (2001).
[90] Schenker A., Kandel A., Last M., “Fuzzification of an Object-Oriented Database System”, International Journal of Fuzzy Systems, 3, 2, 432-441, (2001).
[91] Last M., Kandel A., Maimon O., Information-theoretic algorithm for feature selection, PATTERN RECOGNITION LETTERS, 22, 6-7, 799-811, (2001).
[92] Last M., Klein Y., Kandel A., Knowledge discovery in time series databases, Ieee Transactions on Systems Man and Cybernetics Part B-cybernetics, 31, 1, 160-169, (2001).
[93] Maimon O., Kandel A., Last M., Information-theoretic fuzzy approach to data reliability and data mining, Fuzzy Sets and Systems, 117, 2, 183-194, (2001).
[94] Schenker A., Last M., Kandel A., Fuzzification of an object-oriented database system, Int. J. Fuzzy Syst. (Taiwan), 3, 2, 432 - 41, (2001).
[95] Last M., Kandel, Abraham, Automated detection of outliers in real-world data, , 292--301, (2001).
[96] Last M., Kandel, Abraham, Fuzzification and reduction of information-theoretic rule sets, , 68, 63--94, (2001).
[97] Rodriguez, Last M., Wladimir, Kandel, Abraham, Bunke, Horst, Geometric approach to data mining, , 1, 363--386, (2001).
[98] Maimon O., Kandel A., Last M., Information-theoretic fuzzy approach to data reliability and data mining, Fuzzy Sets Syst. (Netherlands), 117, 2, 183 - 94, (2000).
[99] Maimon, Oded, Last M., Kandel, Abe, Fuzzy approach to data reliability, , 39, 89, (2000).
[100] Last M., Maimon, Oded, An Information-Theoretic Approach to Data Mining, , (1999).
[101] Savinov, AlexandrA, Maimon, Last M., Oded, Kandel, Abe, Vollrath, Ivo, Wilke, Wolfgang, Bergmann, Ralph, Part 5: Data Mining, , 299, (1999).
[102] Maimon O., Last M., Information-efficient control of discrete event stochastic systems, Ieee Transactions on Systems Man and Cybernetics Part A-systems and Humans, 27, 1, 23-33, (1997).
[103] Maimon O., Last M., Information-efficient robotic control, Robotica, 12, pt 2, 157-163, (1994).
[104] Maimon O., Last M., Information-efficient design of an automatic aircraft maintenance supervisor, Computers & Operations Research, 20, 4, 421-434, (1993).
[105] Maimon O., Last M., Fms Control Design - an Information Value Approach, Journal of Intelligent Manufacturing, 3, 2, 123-132, (1992).
[106] Maimon O., Last M., FMS control design: an information value approach, J. Intell. Manuf. (UK), 3, 2, 123 - 32, (1992).
[107] Danon, Guy, Last M., Schneider, Moti, Litvak, Marina, Kandel, Abraham, An Apriori-like algorithm for Extracting Fuzzy Association Rules between Keyphrases in Text Documents, , (0).
[108] Last M., Computing Temporal Trends in Web Documents, , (0).
[109] Last M., Bunke, HORST, Kandel, ABRAHAM, Fuzzy modeling of the complexity vs. accuracy tradeoff in a sequential two-stage multi-classifier system, , 12--17, (0).
[110] Last M., Klein, Yaron, Kandel, Abraham, Knowledge Discovery in Time Series Databases (TSDB), , (0).
[111] Levin, Last M., Sh ., Combinatorial Optimization Problems in Multi-Function System Testing: Outline, , (0).
[112] Litvak, Last M., Marina, Kisilevich, Slava, MUSE--A Multilingual Sentence Extractor, , (0).
[113] Rabinovich, Last M., Boris, Uninterpreted Semi-Automatic Schema Matching Approach Using Inter-Attribute Dependencies, , (0).
[114] Schenker, Adam, Last M., Bunke, Horst, Kandel, Abraham, CLUSTERING AND CLASSIFICATION OF WEB DOCUMENTS USING A GRAPH MODEL, , (0).
[115] Wang, Haixun, Last M., Yang, Ying, Kandel, Abraham, BGU, Markov ., Magal, Dror, Predictive Learning on Data Streams, , (0).
[116] Decker, Normann, Monica D., Dario, Guelev, Dimitar, Last M., Hué, Julien, Kähkönen, Kari, Keogh, Eamonn, Launiainen, Tuomas, Li, Guangyuan, Markin, Grigory, others, Luca Anselma Ji Bian Omar Bataineh Davide Bresolin, , (0).
[117] Khoshgoftaar, M ., Reformat, Marek, Benatallah, Boualem, Last M., Cukic, Bojan, Gao, Kehan, Jahnke, Jens, Lee, Jonathan, Lounis, Hakim, McMinn, Phil, others, Software Engineering with Computational Intelligence and Machine Learning (SECIML) PROGRAM COMMITTEE, , (0).

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Conference Proceedings

 
[1] Tamir, E ., Last M., Teodorescu, N ., Kandel, Abraham, Discrete complex fuzzy logic, IEEE, 1--6, (2012).
[2] Last M., Sinaiski Alla, Subramania Halasya Siva, Predictive Maintenance with Multi-Target Classification Models, The Second International Conference on Intelligent Information and Database Systems (ACIIDS 2010), Springer, (2010).
[3] Last M., A new Approach to Improving Multilingual Summarization using a Genetic Algorithm, 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010), (2010).
[4] Litvak, Last M., Marina, A new approach to improving multilingual summarization using a genetic algorithm, 927--936, (2010).
[5] Last M., Improving Data Mining Utility with Projective Sampling, KDD-09, ACM, (2009).
[6] Alberg, Last M., Dima, Neuman, Roni, Sharon, Avi, Induction of mean output prediction trees from continuous temporal meteorological data, IEEE, 208--213, (2009).
[7] Last M., Gorelik Anna, Using Sonification for Mining Time Series Data, 9th Intl. Workshop on Multimedia Data Mining (MDM/KDD 2008), ACM, (2008).
[8] Elnekave Sigal, Last M., Oded Maimon, Hans Einsiedler, Meir Friedman, Mattias Siebert, Discovering Regular Groups of Mobile Objects Using IncrementalClustering, 5’th Workshop on Positioning, Navigation and Communication, IEEE, (2008).
[9] Last M., A Spatio-Temporal Simulation Model for Movement Data Handling and Visualization, SSTDM-08, IEEE, (2008).
[10] Oelke Daniela, Bak Peter, Keim Daniel, Last M., Danon Guy, Visual Evaluation of Text Features for Document Summarization and Analysis, VAST 2008, IEEE, (2008).
[11] Last M., Gorelik, Anna, Using sonification for mining time series data, 63--72, (2008).
[12] Litvak, Last M., Marina, Graph-based keyword extraction for single-document summarization, 17--24, (2008).
[13] Rachlin Gil, Last M., Alberg Dima, Kandel Abraham, ADMIRAL: A Data Mining Based Financial Trading System, IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2007), IEEE, (2007).
[14] Maimon Oded, Last M., A Compact Representation of Spatio-Temporal Data, International Workshop on Spatial and Spatio-temporal Data Mining (SSTDM 07), IEEE, (2007).
[15] Last M., Carel Rafael, Barak Dotan, Utilization of Data- Mining Techniques for Evaluation of Patterns of Asthma Drugs Use by Ambulatory Patients in a Large Health Maintenance Organization, IEEE Workshop of Data Mining in Medicine 2007 (DMMed ''07), IEEE, (2007).
[16] Last M., Predicting and Optimizing Classifier Utility with the Power Law, ICDM 2007 Workshop on Optimization-based Data Mining Techniques with Applications, IEEE, (2007).
[17] Elnekave, Last M., Sigal, Maimon, Oded, A compact representation of spatio-temporal data, IEEE, 601--606, (2007).
[18] S, Last M., Last, M, Maimon, Elnekave ., Incremental clustering of mobile objects,Proceedings - International Conference on Data Engineering, IEEE, 585--592, (2007).
[19] Elnekave, Last M., Sigal, Maimon, Oded, Predicting future locations using clusters centroids, 55, (2007).
[20] Rachlin, Last M., G, Alberg, D, Kandel, A, Admiral: A data mining based financial trading system, IEEE, 720--725, (2007).
[21] Maimon Oded, Last M., Predicting future locations using clusters' centroids, ACMGIS’07, ACM, (2007).
[22] Maimon Oded, Last M., Incremental Clustering of Mobile Objects, ICDE''07, IEEE, (2007).
[23] Yampolsky Avi, Last M., Class diagrams and use-cases - experimental examination of the preferred order of modeling, CAISE/EMMSAD-06, (2006).
[24] Last M., Filtering of Multi-Lingual Terrorist Content with Graph-Theoretic Classification Tools, Tutorial, The 6th IEEE International Conference on Data Mining (ICDM06), (2006).
[25] Zaafrany O., Schneider M., Last M., Friedman M., Kandel M., Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS), IEEE International Conference on Intelligence and Security Informatics (IEEE ISI-2005),Intelligence and Security Informatics, Proceedings, Springer-Verlag, 244-255, (2005).
[26] Nahmani Efrat, Last M., Experimental comparison of sequence and collaboration diagrams in different application domains, EMMSAD''05,Chanan Glezer, Mark Last, Efrat Nahmani, Peretz Shoval (2005). "Experimental comparison of sequence and collaboration diagrams in different application domains". Proc. of the Tenth CAISE/ IFIP8.1 Int''l Workshop on Evaluation of Modeling Methods in Systems Analysis and Design (EMMSAD’05), Porto, Portugal, June 2005, pp. 463-476. (2005).
[27] Friedman M., Last M., Zaafrany O., Schneider M., Kandel A., A new approach for fuzzy clustering of web documents, IEEE International Conference on Fuzzy Systems,2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542), IEEE, 377 - 381, (2004).
[28] Levin M.S., Last M., Collection of test case sequences: Covering of function cluster digraph, Proceedings of the IASTED International Conference. Applied Informatics,IASTED International Conference on Artificial Intelligence and Applications - AIA 2004, ACTA Press, 806 - 810, (2004).
[29] Levin M., Last M., Multi-function system testing: composition of test sets, Proceedings. Eighth IEEE International Symposium on High Assurance Systems Engineering,Proceedings of IEEE International Symposium on High Assurance Systems Engineering, 99 - 108, (2004).
[30] Last M., Friedman M., Automated detection of injected faults in a differential equation solver, Proceedings of IEEE International Symposium on High Assurance Systems Engineering,Proceedings. Eighth IEEE International Symposium on High Assurance Systems Engineering, IEEE Comput. Soc, 263 - 264, (2004).
[31] Zaafrany O, Kandel A, Last M., OHT- Online-HTML Tracer for Detecting Terrorist Activities on the Web, ECIW 2004. The 3rd European Conference on Information Warfare and Security, (2004).
[32] Friedman M, Schneider M, Zaafrany O, Kandel A, Last M., A fuzzy-Based Algorithm for Web Document Clustering, Nafips 2004 – North American Fuzzy Information Processing Society, (2004).
[33] Kandel A., Zaafrany O., Last M., Schneider M., Friedman M., Terrorist Detection System, The 15th European Conference on Machine Learning (ECML) and the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2004), Springer-Verlag, Lectures Notes in Artificial Intelligence 3202, 540-542, Pisa, Italy, September 20-24, 2004, Springer, (2004).
[34] Kandel, Abraham, Schneider, Last M., Moti, Zaafrany, Omer, A fuzzy-based algorithm for web document clustering, IEEE, 524--527, (2004).
[35] Levin, Last M., Sh ., Multi-function system testing: Composition of Test Sets, IEEE Comput. Soc, 99--108, (2004).
[36] Zaafrany O., Last M., Kandel A., Using Data Mining Techniques for Detecting Terror-Related Activities on the Web, ECIW 2003. The 2nd European Conference on Information Warfare and Security, 271-280, University of Reading, UK, June 30 – July 1, 2003, 271-280, (2003).
[37] Last M., Zaafrany O., Kandel A., Content-Based Methodology for Anomaly Detection onthe Web, Atlantic Web Intelligence Conference (AWIC'03), Springer-Verlag, 113 – 123, (2003).
[38] Saraph P., Last M., Kandell A., Test case generation and reduction by automated input-output analysis, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483),Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, IEEE, 768 - 73, (2003).
[39] Schenker A., Last M., Bunke H., Kandel A., Classification of Web documents using a graph model, Proceedings Seventh International Conference on Document Analysis and Recognition,Proceedings Seventh International Conference on Document Analysis and Recognition, IEEE Comput. Soc, 240 - 4, (2003).
[40] Cohen A., Korach E., Last M., Ohayon R., Fuzzy based paths ordering algorithm in networks with imperfect QoS information, 10th International Conference on Telecommunications. ICT'2003 (Cat. No.03EX628),10th International Conference on Telecommunications. ICT'2003 (Cat. No.03EX628), IEEE, 1373 - 80, (2003).
[41] Schenker A., Last M., Kandel A., A term-based algorithm for hierarchical clustering of Web documents, Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569),Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS, IEEE, 3076 - 81, (2001).
[42] Dick S., Schencker A., Last M., Bunke H., Kandel A., Re-granulating a fuzzy rulebase, IEEE International Conference on Fuzzy Systems,10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297), IEEE, 372 - 375, (2001).
[43] Last M., Kandel A., Automated perceptions in data mining, IEEE International Conference on Fuzzy Systems,FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315), IEEE, -190--197 -, (1999).
[44] Maimon O., Last M., Information-efficient design of robotic systems, Proceedings of SPIE - The International Society for Optical Engineering,Proceedings of SPIE - The International Society for Optical Engineering, 153 - 164, (1992).

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Editorial

 
[1] Kandel A., Last M., Special issue on advances in fuzzy logic, Elsevier, (2007).

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Work shop

 
[1] Maimon Oded, Last M., Ben-Shimol Yehuda, Einsiedler Hans, Friedman Menahem, Siebert Matthias, Discovering regular groups of mobile objects using incremental clustering, (2008).

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phdthesis

 
[1] Last M., Information-efficient control of automated manufacturing systems, (1990).

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incollection

 
[1] Last M., Zhmudyak, Alexandra, Halpert, Hezi, Chakrabarty, Sugato, Multi-dimensional Failure Probability Estimation in Automotive Industry Based on Censored Warranty Data, Springer, (2013).
[2] Tamir, Last M., E ., Kandel, Abraham, On Fuzziness in Complex Fuzzy Systems, Springer, (2013).
[3] Tamir, Last M., E ., Kandel, Abraham, The Theory and Applications of Generalized Complex Fuzzy Propositional Logic, Springer, (2013).
[4] Kisilevich, Last M., Slava, Exploring gender differences in member profiles of an online dating site across 35 countries, Springer, (2011).
[5] Litvak, Last M., Marina, Aizenman, Hen, Gobits, Inbal, Kandel, Abraham, Degext—a language-independent graph-based keyphrase extractor, Springer, (2011).
[6] Elnekave, Last M., Sigal, Maimon, Oded, Measuring similarity between trajectories of mobile objects, Springer, (2008).
[7] Litvak, Last M., Marina, Kisilevich, Slava, Classification of Web documents using concept extraction from ontologies, Springer, (2007).
[8] Markov, Last M., Alex, Kandel, Abraham, Fast categorization of Web documents represented by graphs, Springer, (2007).
[9] Schenker, Adam, Last M., Bunke, Horst, Kandel, Abraham, Clustering of web documents using graph representations, Springer, (2007).
[10] Rachlin, Last M., Gil, Predicting stock trends with time series Data Mining and Web Content Mining, Springer, (2006).
[11] Roizman, Last M., Michael, Look-ahead mechanism integration in decision tree induction models, Springer, (2006).
[12] Schenker, Adam, Last M., Bunke, Horst, Kandel, Abraham, Polynomial time complexity graph distance computation for web content mining, Springer, (2006).
[13] Last M., Data mining for software testing, Springer, (2005).
[14] Zeira, Last M., Gil, Maimon, Oded, Segmentation of Continuous Data Streams Based on a Change Detection Methodology, Springer, (2005).
[15] Last M., Kandel, Abraham, Automated test reduction using an Info-Fuzzy Network, Springer, (2003).
[16] Last M., Kandel, Abraham, Maimon, Oded, Eberbach, Eugene, Anytime algorithm for feature selection, Springer, (2001).
[17] Last M., Kandel, Abraham, Data mining for process and quality control in the semiconductor industry, Springer, (2001).
[18] Maimon, Last M., Oded, Advanced data mining methods, Springer, (2001).
[19] Maimon, Last M., Oded, Automated Data Pre-Processing, Springer, (2001).
[20] Maimon, Last M., Oded, Comparative Study, Springer, (2001).
[21] Maimon, Last M., Oded, Methodology of Application, Springer, (2001).
[22] Maimon, Last M., Oded, Post-Processing of Data Mining Results, Springer, (2001).
[23] Maimon, Last M., Oded, Summary and Some Open Problems, Springer, (2001).
[24] Maimon, Oded, Last M., Kandel, Abe, Information-theoretic fuzzy approach to knowledge discovery in databases, Springer, (1999).

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