A. Dlikman, M. Litvak and M. Last (2019). “Chapter 4: Rich Feature Spaces and Regression Models in Single-Document Extractive Summarization". In M. Litvak and N. Vanetik (Eds.): Multilingual Text Analysis, Challenges, Models, and Approaches. World Scientific, pp. 119-154.

E. Tsur, M. Last, V. F Garcia, R. Udassin, M. Klein, and E. Brotfain (2019). "Hypotensive Episode Prediction in ICUs via Observation Window Splitting​".  In: Brefeld U. et al. (eds.) Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2018​. Lecture Notes in Computer Science, vol 11053. Springer.​

R. Chongtay, M. Last and B. Berendt (2018). “Responsive News Summarization for Ubiquitous Consumption on Multiple Mobile Devices". In 23rd International Conference on Intelligent User Interfaces (IUI '18). ACM, New York, NY, USA, pp. 433-437.

M. Last, M. Stoliar, and M. Friedman (2018). "Clustering-Based Classification of Document Streams with Active Learning".  In M. Last, et al. (Eds.): Data Mining in Time Series and Streaming Databases, World Scientific, Series in Machine Perception and Artificial Intelligence, Vol. 83, pp. 92-117.

D. Alberg and M. Last (2017). “Short-Term Load Forecasting in Smart Meters with Sliding Window-Based ARIMA Algorithms".  In N.T. Nguyen et al. (Eds.): Proceedings of the Asian Conference on Intelligent Information and Database Systems (ACIIDS 2017), Part II, LNAI 10192, Springer, pp. 299–307, Kanazawa, Japan, April 3–5, 2017.

A. Dlikman and M. Last (2016). "Using Machine Learning Methods and Linguistic Features in Single-Document Extractive Summarization". In: P. Cellier, et al. (Eds.), Proceedings of Interactions between Data Mining and Natural Language Processing (DMNLP 2016), Workshop at ECML/PKDD, pp. 1-8, Riva del Garda, Italy, September 23, 2016.

M. Last (2016).  "Multi-target Classification: Methodology and Practical Case Studies". Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD 2016), pp. 280-283, Riva del Garda, Italy, September 19-23, 2016.

T. Daniel and M. Last (2016). "Exploring Long-Term Temporal Trends in the Use of Multiword Expressions." In Proceedings of the 12th Workshop on Multiword Expressions, pp. 11–20, Berlin, Germany, August 7-12, 2016.

M. Litvak, N. Vanetik, M. Last, and E. Churkin (2016). "MUSEEC: A Multilingual Text Summarization Tool". In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016)—System Demonstrations, pp. 73–78, Berlin, Germany, August 7-12, 2016.

R. Bar-David and M. Last (2016). "Context-Aware Location Prediction." In Atzmueller, M., et al. (Eds.), Big Data Analytics in the Social and Ubiquitous Context, Springer International Publishing, pp. 165-185.

N. Eyal, M. Last, and E. Rubin (2015). "Comparison of three classifiers for breast cancer outcome prediction." In Proceedings of the 16th International Conference on Engineering Applications of Neural Networks (INNS) (EANN '15).

D.E. Tamir, N.D. Rishe, M. Last, A. Kandel (2015). "Soft Computing Based Epidemical Crisis Prediction".  In R. R. Yager et al. (Editors), Intelligent Methods for Cyber Warfare, Studies in Computational Intelligence, Springer International Publishing, pp. 43-67.

M. Litvak, N. Vanetik, & M. Last (2015). “Krimping Texts for Better Summarization". In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP 2015), pp.1931–1935, Lisbon, Portugal, 17-21 September 2015.

Y. Ben Shlomo and M. Last (2015). "MIL: Automatic Metaphor Identification by Statistical Learning", in Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing 2015 (DMNLP 2015), co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015),  Porto, Portugal, September 07, 2015, pp. 19-30.

R. Ford, B. J. Hansen, D. Hanz, S. Kuehne, M. Last, V. Mojtahedzadeh, D. Nogalski, L. Santos, F. Tuncer, and M. Wunder (2015). “Bridging Semantic Interoperability Gaps with SILF". In Proceedings of the International Conference on Military Communications and Information Systems ICMCIS, Cracow, Poland, May 18-19, 2015.

M. Last and H. Halpert (2015).  "A Fuzzy-Based Approach to Survival Data Mining". In D.E. Tamir et al. (Eds.), Fifty Years of Fuzzy Logic and its Applications, Springer-Verlag, pp. 337-359.

M. Last and A. Usyskin (Gorelik) (2015).  "Listen to the Sound of Data". in Aaron K. Baughman et al. (Eds.), Multimedia Data Mining and Analytics, Springer International Publishing, pp. 419-446.

R. Bar-David and M. Last (2014). "Context-Aware Location Prediction." In the Proceedings of The Fifth International Workshop on Mining Ubiquitous and Social Environments, ECML/PKDD 2014, September 15, 2014, Nancy, France, pp. 51-66.

U. Mirchev and M. Last (2014). “Multi-document Summarization by Extended Graph Text Representation and Importance Refinement", Chapter 2, in A. Fiori (Ed.), Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding, IGI Global, Hershey PA, USA, pp. 28-53.

B. Berendt, M. Last, I. Subašić, M. Verbeke (2014). “New formats and interfaces for multi-document news summarization and its evaluation", Chapter 10, in A. Fiori (Ed.), Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding, IGI Global, Hershey PA, USA, pp. 231-255.

D. E. Tamir, M. Last, & A. Kandel (2013). “The Theory and Applications of Generalized Complex Fuzzy Propositional Logic", in R. R. Yager, et al. (Eds.), Soft Computing: State of the Art Theory and Novel Applications. Springer Berlin Heidelberg, pp. 177-192.

D. E. Tamir, M. Last, & A. Kandel (2013). “On Fuzziness in Complex Fuzzy Systems". In R. Seising, et al. (Eds.), On Fuzziness. Springer Berlin Heidelberg, pp. 665-672.

R. Chongtay, M. Last, M. Verbeke, and B. Berendt (2013). “Summarize to Learn: Summarization and Visualization of Text for Ubiquitous Learning", Proceedings of the 3rd IEEE Workshop on Interactive Visual Text Analytics at IEEE Vis 2013, October 14, 2013, Atlanta, Georgia, USA.

M. Last and H. Halpert (2013). “Survival Analysis Meets Data Stream Mining", Proceedings of the First Workshop on Real-World Challenges for Data Stream Mining (RealStream 2013), Prague, Czech Republic, September 27, 2013, pp. 26-29.

M. Litvak and M. Last (2013).  “Multilingual Single-Document Summarization with MUSE", in Proceedings of the MultiLing 2013 Workshop on Multilingual Multi-document Summarization, Sofia, Bulgaria, August 4-9, 2013, pp. 77–81.  

L. Gandy, N. Allan, M. Atallah, O. Frieder, N. Howard, S. Kanareykin, M. Koppel, M. Last, Y. Neuman and Sh. Argamon (2013). "Automatic Identification of Conceptual Metaphors with Limited Knowledge", in Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI-13), Bellevue, Washington, USA, July 14-18, 2013, pp. 328-334.

D. Assaf, Y. Neuman, Y. Cohen, Sh. Argamon, N. Howard, M. Last, O. Frieder and M. Koppel (2013). “Why 'Dark Thoughts' aren't really Dark: A Novel Algorithm for Metaphor Identification", in Proceedings of the IEEE Symposium Series on Computational Intelligence 2013 (SSCI 2013), Singapore, April 16-19, 2013.

M. Last, A. Zhmudyak, H. Halpert, S. Chakrabarty (2013). "Multi-dimensional Failure Probability Estimation in Automotive Industry Based on Censored Warranty Data".  In R. Kruse et al. (Eds.), Synergies of Soft Computing and Statistics for Intelligent Data Analysis, Springer Berlin / Heidelberg, Advances in Intelligent Systems and Computing, Vol. 190, pp. 507-515.

D. Tamir, M. Last, H.-N. Teodorescu, A. Kandel (2012). “Discrete Complex Fuzzy Logic", Proceedings of the North American Fuzzy Information Processing Society Conference NAFIPS 2012, Berkeley, CA, USA, August 6-8, 2012, pp. 1-6.

N. Alalouf, M. Friedman, and M. Last (2011). “Automated Detection of Terrorist Web Documents using Fuzzy Lexicons with Fuzzy-based Clustering Methodology".  In E. Duman and A. Atiya (Editors), Use of Risk Analysis in Computer-Aided Persuasion, NATO Science for Peace and Security Series - E: Human and Societal Dynamics, Volume 88, IOS Press, pp. 113-129.

B. Rabinovich and M. Last (2011). "Uninterpreted Semi-automatic Schema Matching Approach Using Inter-Attribute Dependencies", NATO Workshop on Semantic Interoperability Framework (IST-097/RWS-016), 8 – 9 November 2011, Oslo, Norway.

M. Litvak, M. Last, M. Friedman, and S. Kisilevich (2011). “MUSE – A Multilingual Sentence Extractor", in Proceedings of the Computational Linguistics-Applications Conference (CLA 2011), Jachranka, Poland, Oct 17-19, 2011, pp. 53–60.

M. Last (2011). “Vehicle Failure Prediction Using Warranty and Telematics Data", in Proceedings of the Next Generation Data Mining Summit:  Ubiquitous Knowledge Discovery for Energy Management in Smart Grids and Intelligent Machine-to-Machine (M2M) Telematics, Athens, Greece, September 4, 2011.

S. Kisilevich and M. Last (2011). “Exploring gender differences in member profiles of an online dating site across 35 countries", In M. Atzmueller, A. Hotho, M. Strohmaier, and A. Chin (Editors),  Analysis of Social Media and Ubiquitous Data, Springer Berlin / Heidelberg, Lecture Notes in Computer Science, Vol. 6904, pp. 57-78.

D. Tamir, M. Last, A. Kandel (2011). “Generalized Complex Fuzzy Propositional Logic", in Yager, R.R., Reformat, M.R., Shahbazova, Z.N., Ovchinnikov, S., (eds.), In Proceedings of World Conference on Soft Computing, San Francisco, USA, May 23-26, 2011, pp. 211-218.

M. Litvak, M. Last, H. Aizenman, I. Gobits, and A. Kandel (2011). “DegExt – A Language-Independent Graph-Based Keyphrase Extractor", in “Advances in Intelligent Web Mastering – 3",  E. Mugellini, P. Szczepaniak, M. C. Pettenati, and M. Sokhn (Editors),  Springer Berlin / Heidelberg, Advances in Intelligent and Soft Computing, Vol. 86, pp. 121-130.

M. Last and M. Litvak (2010). “Language-independent Techniques for Automated Text Summarization", in “Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web", M. Last and A. Kandel (Editors), IOS Press,  pp. 207-237.

S. Kisilevich and M. Last (2010). “Exploring country level gender differences in the context of online dating using classification trees", Proceedings of the ECML/PKDD 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE2010), Barcelona, Spain, September 20, 2010, pp. 71-87.

M. Litvak, S. Kisilevich, D. Keim, H. Lipman, A. Ben Gur, M. Last (2010).  “Towards language-independent summarization: A comparative analysis of sentence extraction methods on English and Hebrew corpora",  Proceedings of the Fourth International Workshop On Cross Lingual Information Access (CLIA2010) at COLING 2010, Beijing, China, 28th August, 2010, pp. 61-69.

M. Litvak, M. Last, and M. Friedman (2010). “A new Approach to Improving Multilingual Summarization using a Genetic Algorithm", in Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010), Uppsala, Sweden, July 11–16, 2010, pp. 927–936.

M. Last, A. Sinaiski, H. S. Subramania (2010). “Predictive Maintenance with Multi-Target Classification Models", in Proceedings of the Second International Conference on Intelligent Information and Database Systems (ACIIDS 2010), Hue City, Vietnam, March 24-26, 2010, Nguyen, N.-T., Le, M. T., Swiatek, J. (Eds.), Springer-Verlag, Lecture Notes in Artificial Intelligence, Vol. 5991, pp.368-377. 

M. Last, Y. Mendelson, S. Chakrabarty, K. Batra (2009). “Early Warning from Car Warranty Data using a Fuzzy Logic Technique", in “Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design", A. Laurent and M.-J. Lesot (Editors), IGI Global, pp. 347-364.

M. Last (2009). "Improving Data Mining Utility with Projective Sampling", Proceedings of the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-09), Paris, France, June 28 – July 1, 2009, pp 487-496.

D. Alberg, M. Last, R. Neuman, A. Sharon (2009). "Induction of Mean Output Prediction Trees from Continuous Temporal Meteorological Data", 2009 IEEE Int'l Conference on Data Mining Workshops, 2009, pp. 208-213.

D. Alberg, M. Last, S. Elnekave (2008). “A Spatio-Temporal Simulation Model for Movement Data Handling and Visualization", Proceedings of the International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM-08) In Cooperation with IEEE ICDM 2008, Pisa, Italy, 15 December 2008.

M. Last (2008). “Filtering Multi-Lingual Terrorist Content with Graph-Theoretic Classification Tools", In “Mining Massive Data Sets for Security, Advances in Data Mining, Search, Social Networks and Text Mining, and their Applications to Security", F. Fogelman-Soulié, D. Perrota, J. Piskorski, and R. Steinberg (Editors), IOS Press, Amsterdam, pp. 323-330.

P. Shoval, A. Yampolsky, M. Last (2008). “Data Modeling and Functional Modeling - Examining the Preferred Order of Using UML Class Diagrams and Use Cases", in “Innovations in Information Systems Modeling: Methods and Best Practices", T.A. Halpin, J. Krogstie, and H.A. Proper (Editors), IGI Global, Ch. 7, pp. 122-142, December 2008.

D. OelkeP. Bak, D. A. Keim, M.  Last, G.  Danon (2008). "Visual Evaluation of Text Features for Document Summarization and Analysis". Proceedings of the IEEE Symposium on Visual Analytics Science and Technology 2008 (IEEE VAST 2008), Columbus, OH, USA, October 19-24, 2008, pp. 30-39.

M. Last and A. Gorelik (2008). “Using Sonification for Mining Time Series Data", Proceedings of the 9th Intl. Workshop on Multimedia Data Mining (MDM/KDD 2008), Las Vegas, NV, USA, August 24, 2008, pp. 63-72.

M. Litvak and M. Last (2008). "Graph-Based Keyword Extraction for Single-Document Summarization", Proceedings of the 2nd Workshop on Multi-source, Multilingual Information Extraction and Summarization (MMIES2), Manchester, UK, August 23, 2008, pp. 17–24.

M. Last, A. Markov, and A. Kandel (2008). "Multi-lingual Detection of Web Terrorist Content", in "Intelligence and Security Informatics", H. Chen, and C. Yang (Editors), Springer Berlin / Heidelberg, Studies in Computational Intelligence, Vol. 135, pp. 79-96.

S. Elnekave, M. Last, O. Maimon, Y. Ben-Shimol, H. Einsiedler, M. Friedman, M. Siebert (2008). “Discovering Regular Groups of Mobile Objects Using Incremental Clustering", Proceedings of the 5th Workshop on Positioning, Navigation and Communication WPNC'08, Hannover, Germany, March 27, 2008.

S. Elnekave, M. Last, O. Maimon (2008). “Measuring Similarity Between Trajectories of Mobile Objects", in “Applied Pattern Recognition", H. Bunke, A. Kandel, M. Last (Eds), Springer-Verlag Series: Studies in Computational Intelligence, Vol. 91, pp. 101-128.

B. Shapira, Y. Elovici, M. Last, A. Kandel (2008). “Enhancement to the Advanced Terrorists Detection System (ATDS)", In "Security Informatics and Terrorism - Patrolling the Web", P. Kantor and B. Shapira (Eds), IOS Press NATO Series, Vol. 15, pp. 71 - 81.

Y. Elovici, B. Shapira, M. Last, O. Zaafrany, M. Friedman, M. Schneider, A. Kandel (2008). “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. 365-384.

M. Last (2008). “Data Mining", in “Cyber Warfare and Cyber Terrorism", L. A. M. Colarik & J. Janczewski  (Editors), Information Science Reference, IGI Global, pp. 358-365.

A. Markov, M. Last, and A. Kandel (2007). “Fast Categorization of Web Documents Represented by Graphs", In "Advances in Web Mining and Web Usage Analysis - 8th International Workshop on Knowledge Discovery on the Web, WEBKDD 2006, Revised Papers",  O. Nasraoui, M. Spiliopoulou, J. Srivastava, B. Mobasher, B. Masand (Eds), Springer Lecture Notes in Computer Science (LNCS/LNAI), Vol. 4811, pp. 56-71.

S. Elnekave, M. Last, O. Maimon (2007). “Predicting Future Locations Using Clusters' Centroids", Proceedings of the 15th ACM International Symposium on Advances in Geographic Information Systems (ACM GIS 2007), Seattle, Washington, USA, November 7-9, 2007, pp. 368-371.

M. Last and A. Savelyev (2007). “Enhanced Anytime Algorithm for Induction of Oblivious Decision Trees", Proceedings of the International Workshop on Knowledge Discovery from Ubiquitous Data Streams, Warsaw, Poland, September 17, 2007, pp. 95-106.

S. Elnekave, M. Last, O. Maimon (2007). “A Compact Representation of Spatio-Temporal Data", Proceedings of 2007 International Workshop on Spatial and Spatio-temporal Data Mining (SSTDM 07), Omaha, NE, USA, October 28, 2007, pp. 601-606.

M. Last, R. Carel, and D. Barak (2007). “Utilization of Data- Mining Techniques for Evaluation of Patterns of Asthma Drugs Use by Ambulatory Patients in a Large Health Maintenance Organization", Proceedings of IEEE Workshop of Data Mining in Medicine 2007 (DMMed '07), Omaha, NE, USA, October 28, 2007, pp. 169-174.

M. Last (2007). “Predicting and Optimizing Classifier Utility with the Power Law", Proceedings of ICDM 2007 Workshop on Optimization-based Data Mining Techniques with Applications, Omaha, NE, USA, October 28, 2007, pp. 219-224.

M. Friedman, D. Havazelet, D. Alberg, A. Kandel, and M. Last (2007). "A New Lexicon-based Method for Automated Detection of Terrorist Web Documents", in “Progress in Pattern Recognition", S. Singh and M. Singh (Editors), Proceedings of the International Workshop on Advances in Pattern Recognition, Plymouth, UK, July 21-23, 2007, Advances in Pattern Recognition Series, Springer-Verlag, London, pp. 119-128.

M. Litvak, M. Last, S. Kisilevich (2007). “Classification of Web Documents using Concept Extraction from Ontologies", Proceedings of the Second International Workshop "Autonomous Intelligent Systems: Agents and Data Mining" (AIS-ADM-07), St. Petersburg, Russia, June 3-5, 2007, V. Gorodetsky et al. (Editors), Springer-Verlag, LNAI 4476, pp. 287-292.

S. Elnekave, M. Last, O. Maimon (2007). “Incremental Clustering of Mobile Objects", Proceedings of the ICDE Workshop on Spatio-Temporal Data Mining (STDM'07), pp. 585-592, Istanbul, Turkey, April 20, 2007.

G. Rachlin, M. Last, D. Alberg and A. Kandel (2007). „ADMIRAL: A Data Mining Based Financial Trading System", Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2007), pp. 720-725, Honolulu, Hawaii, April 1-5, 2007.

A. Schenker, H. Bunke, M. Last, and A. Kandel (2007). "Clustering of Web Documents Using Graph Representations", in “Applied Graph Theory in Computer Vision and Pattern Recognition", A. Kandel, H. Bunke, and M. Last (Editors), Springer, pp. 247-265.

M. Last, S. Elnekave, A. Naor, and V. Shonfeld (2007). "Predicting Wine Quality from Agricultural Data with Single-Objective and Multi-Objective Data Mining Algorithms", Chapter 7 in T. Warren Liao and Evangelos Triantaphyllou (Editors), “Recent Advances on Mining of Enterprise Data: Algorithms and Applications", World Scientific, Series on Computers and Operations Research, Vol. 6, pp. 323-365.

L. Cohen, G. Avrahami, M. Last, and A. Kandel (2006). „Efficient Learning Algorithms for Agents Mining Time-Changing Data Streams", Proceedings of the International Conference on Computational Intelligence for Modeling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06), pp. 257, Sydney, Australia, 29 November - 1 December, 2006.

A. Markov, M. Last, and A. Kandel (2006). “Model-Based Classification of Web Documents Represented by Graphs", Proceedings of WebKDD 2006 Workshop on Knowledge Discovery on the Web at KDD 2006, pp. 31-38, Philadelphia, PA, USA, Aug. 20, 2006.

G. Rachlin and M. Last (2006). “Predicting Stock Trends with Time Series Data Mining and Web Content Mining", in M. Last, P. S. Szczepaniak, Z. Volkovich, and A. Kandel (Editors), Advances in Web Intelligence and Data Mining, Springer-Verlag, Studies in Computational Intelligence, Vol. 23, pp. 181-190.

M. Roizman and M. Last (2006). “Look-Ahead Mechanism Integration in Decision Tree Induction Models", in M. Last, P. S. Szczepaniak, Z. Volkovich, and A. Kandel (Editors), Advances in Web Intelligence and Data Mining, Springer-Verlag, Studies in Computational Intelligence, Vol. 23, pp. 285-294.

G. Danon, M. Schneider, M. Last, M. Litvak, and A. Kandel (2006). "An Apriori-like algorithm for Extracting Fuzzy Association Rules between Keyphrases in Text Documents", Proceedings of the 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2006), Special Session on Fuzzy Sets in Probability and Statistics, pp. 731-738, Paris, France, July 2-7, 2006.

A. Yampolsky, P. Shoval, and M. Last (2006). "Class Diagrams and Use Cases - Experimental Examination of the Preferred Order of Modeling", Proceedings the 11th International Workshop on Exploring Modeling Methods in Systems Analysis and Design (EMMSAD06), pp. 453-464, Luxembourg, 5-6 June, 2006.

M. Last (2006). "The Uncertainty Principle of Cross-Validation", Proceedings of IEEE-GrC 2006, IEEE International Conference on Granular Computing, pp. 275- 280, Atlanta, USA, May 10-12, 2006.

M. Last, A. Markov, and A. Kandel (2006). "Multi-Lingual Detection of Terrorist Content on the Web", Proceedings of the PAKDD'06 International Workshop on Intelligence and Security Informatics (WISI'06), Singapore, April 9, 2006, Springer, Lecture Notes in Computer Science, Vol. 3917, Chen, H.; Wang, F.; Yang, C.C.; Zeng, D.; Chau, M.; Chang, K. (Eds.),  pp. 16-30.

M. Last, S. Eyal, and A. Kandel (2006). "Effective Black-Box Testing with Genetic Algorithms", in Hardware and Software, Verification and Testing: First International Haifa Verification Conference, Haifa, Israel, November 13-16, 2005, Sh. Ur, E. Bin, and Y. Wolfsthal (Eds.), Springer-Verlag, LNCS 3875, Berlin / Heidelberg, pp. 134 - 148.

M. Friedman, M. Schneider, M. Last, O. Zaafrany and A. Kandel (2006). "Anomaly Detection in Web Documents using Computationally Intelligent Methods of Fuzzy-Based Clustering", in Ambient Intelligence, Wireless Networking, Ubiquitous Computing, A. Vasilakos and W. Pedrycz (Eds.), Artech House, Boston, pp. 401-415.               

A. Schenker, H. Bunke, M. Last and A. Kandel (2006). "Polynomial Time Complexity Graph Distance Computation for Web Content Mining" in M. Basu and T. Ho (Editors), "Data Complexity in Pattern Recognition" (DCPR), Springer-Verlag, pp. 197 – 215.

A. Markov and M. Last (2005). "Identification of Terrorist Web Sites with Cross-Lingual Classification Tools", in M. Last and A. Kandel (Editors), Fighting Terror in Cyberspace, World Scientific, Series in Machine Perception and Artificial Intelligence, Vol. 65, pp. 117-141.

M. Last (2005). "Using Data Mining Technology for Terrorist Detection on the Web", in M. Last and A. Kandel (Editors), Fighting Terror in Cyberspace, World Scientific, Series in Machine Perception and Artificial Intelligence, Vol. 65, pp. 41-62.

L. Cohen, G. Avrahami, M. Last, A. Kandel, and O. Kipersztok (2005).  "Incremental Classification of Nonstationary Data Streams", Proceedings of the Second International Workshop on Knowledge Discovery in Data Streams, pp. 117-124, October 7, 2005, Porto, Portugal.

A. Markov and M. Last (2005). "Efficient Graph-Based Representation of Web Documents", Proceedings of the Third International Workshop on Mining Graphs, Trees and Sequences (MGTS2005), pp. 52-62, October 7, 2005, Porto, Portugal.

M. Litvak, M. Last, and S. Kisilevich (2005). "Improving Classification of Multi-Lingual Web Documents using Domain Ontologies", Proceedings of the Knowledge Discovery and Ontologies Workshop (KDO-2005), pp. 67-74, October 7, 2005, Porto, Portugal.

M. Last (2005). "Computing Temporal Trends in Web Documents", Proceedings of the Fourth Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2005), pp. 615-620, Barcelona, Spain, September 7-9, 2005.

L. Cohen, G. Avrahami, M. Last, A. Kandel, and O. Kipersztok (2005). “Incremental Knowledge Discovery in Traffic Sensors Data", In Proceedings of SENSORFUSION 2005, Workshop on Information Fusion and Dissemination in Wireless Sensor Networks, Budapest, Hungary, July 14th, 2005.

Ch. Glezer, M. Last, E. Nahmani , P. Shoval (2005). "Experimental Comparison of Sequence and Collaboration Diagrams in Different Application Domains", Proceedings of the Tenth International Workshop on Exploring Modeling Methods in Systems Analysis and Design (EMMSAD'05), pp. 463-476, Porto, Portugal, 13-14 June, 2005.

A. Markov and M. Last (2005). "A Simple, Structure-Sensitive Approach for Web Document Classification", in P.S. Szczepaniak et al. (Eds.), Advances in Web Intelligence, Proceedings of the 3rd Atlantic Web Intelligence Conference (AWIC 2005), Springer-Verlag, Berlin Heidelberg, LNAI 3528, pp. 293–298.

Y. Elovici, B. Shapira, M. Last, O. Zaafrany, M. Friedman, M. Schneider, A. Kandel (2005). “Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS)". Proceedings of the IEEE Int'l Conference on Intelligence and Security Informatics (IEEE ISI-2005), May 19-20, 2005, Atlanta, Georgia, USA, Springer, Berlin Heidelberg, Lecture Notes in Computer Science, Vol. 3495, pp. 244-255.

A. Schenker, H. Bunke, M. Last and A. Kandel (2005). "Clustering and Classification of Web Documents Using a Graph Model", in C. H. Chen and P. S. P. Wang (Eds), Handbook of Pattern Recognition and Computer Vision, World Scientific Publishing Company, 3rd Ed., pp. 287–301.

M. Last (2005). “Data Mining for Software Testing", in O. Maimon and L. Rokach (Editors), “The Data Mining and Knowledge Discovery Handbook: A Complete Guide for Practitioners and Researchers", Kluwer Academic Publishers, pp. 1239-1248.

G. Zeira, M. Last, O. Maimon (2005). “Segmentation of Continuous Data Streams Based on a Change Detection Methodology", in "Advanced Techniques in Knowledge Discovery and Data Mining", N.R. Pal and L.C. Jain (Editors), Springer-Verlag, pp. 103-126.

L. Cohen, G. Avrahami, and M. Last (2004). “Incremental Info-Fuzzy Algorithm for Real Time Data Mining of Non-Stationary Data Streams". Proceedings of TDM 2004 - ICDM 2004 Workshop on Temporal Data Mining: Algorithms, Theory & Applications, November 01-04, 2004, Brighton, UK.

A. Kandel, M. Last, G. Avrahami-Bakish (2004).  "An Innovative Method of Mining Traffic Data for Improving Control of an Urban Intersection", Invited Talk, Proceedings of IMS'2004: 4th International Symposium on Intelligent Manufacturing Systems, Sakarya, Turkey, pp. 32-41, September 6-8, 2004.

Y. Elovici, A. Kandel, M. Last, B. Shapira, O. Zaafrany, M. Schneider, M. Friedman (2004). “Terrorist Detection System".  In Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2004), Pisa, Italy, Springer-Verlag, Lecture Notes in Artificial Intelligence 3202, pp. 540-542, September 2004.

M. Last, “Multi-Objective Classification with Info-Fuzzy Networks" (2004). In Proceedings of the 15th European Conference on Machine Learning (ECML 2004), Pisa, Italy, Springer-Verlag, Lecture Notes in Artificial Intelligence 3201, pp. 239-249, September 2004.

A. Schenker, H. Bunke, M. Last, A. Kandel (2004). "A Graph-based Framework for Web Document Mining". In Proceedings of the Sixth International Workshop on Document Analysis Systems (DAS2004), University of Florence, Italy, Springer-Verlag, Lecture Notes in Computer Science 3163, S. Marinai and A. Dengel (Eds.), pp. 401-412, September 2004.

M. Friedman, M. Schneider, M. Last, O. Zaafrany and A. Kandel (2004). „ A New Approach for Fuzzy Clustering of Web Documents", Proceedings of 2004 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2004), pp. 377 – 381, Budapest, Hungary, July 25-29, 2004.

A. Schenker, H. Bunke, M. Last, A. Kandel (2004). "Comparison of Algorithms for Web Document Clustering using Graph Representations of Data", Proceedings of the Joint IAPR International Workshop on Syntactical and Structural Pattern Recognition (SSPR2004), Lisbon, Portugal, Springer-Verlag, Lecture Notes in Computer Science 3138, pp. 190-197.

O. Zaafrany, B. Shapira, Y. Elovici, M. Last, M. Friedman, M. Schneider, and A. Kandel (2004). "OHT- Online-HTML Tracer for Detecting Terrorist Activities on the Web", Proceedings of the 3rd European Conference on Information Warfare and Security (ECIW 2004), University of London, UK, June 28-29, pp. 371-378.

M. Friedman, M. Schneider, M. Last, B. Shapira, Y. Elovici, O. Zaafrany, and A. Kandel (2004). "A Fuzzy-Based Algorithm for Web Document Clustering", Proceedings of NAFIPS-04, Banff, Alberta, Canada, June 27-30, pp. 524-527.

M. Sh  Levin and M. Last (2004). “Test Case Sequences in System Testing: Selection of Test Cases for a Chain (Sequence) of Function Clusters", in Proceedings of the 17th Int. Conf. on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2004), Robert Orchard, Chunsheng Yang, and Moonis Ali (Eds.). Springer Verlag, pp. 895-904.

A. Schenker, H. Bunke, M. Last, A. Kandel (2004). "Building Graph-Based Classifier Ensembles by Random Node Selection", in F. Roli, J. Kittler, and T. Windeatt (Eds.), Proceedings of Int'l Workshop on Multiple Classifier Systems (MCS2004), LNCS 3077, pp. 214-222, Springer-Verlag.

M. Last, B. Shapira, Y. Elovici, O. Zaafrany, A. Kandel (2004). "Intelligent Technology for Content Monitoring on The Web", In Y. Zhang A. Kandel, T. Y. Lin and Y. Yao  (Editors), "Computational Web Intelligence: Intelligent Technology for Web Applications",  Chapter 25, World Scientific Series in Machine Perception and Artificial Intelligence, Vol. 58,  pp. 539-552.

A. Cohen, E. Korach, M. Last and R. Ohayon (2004). “Online Call Allocation for Satellite Resources", Proceedings of International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking (NEW2AN'04), pp.180-183, St. Petersburg, Russia, February 02-06, 2004.

M. Sh.  Levin and M. Last (2004). “Multi-Function System Testing: Composition of Test Sets", Proceedings of the Eighth IEEE International Symposium on High Assurance Systems Engineering (HASE04), Tampa, FL, USA, pp. 99-108, 25-26 March, 2004.

M. Last and M. Friedman (2004). “Automated Detection of Injected Faults in a Differential Equation Solver, Proceedings of the Eighth IEEE International Symposium on High Assurance Systems Engineering (HASE04), Tampa, FL, USA, pp. 265-266, 25-26 March, 2004.

M. Sh.  Levin and M. Last (2004). "Collection of Test Case Sequences: Covering of Function Cluster Digraph", Proceedings of IASTED International Conference on Artificial Intelligence and Applications (AIA 2004), Innsbruck, Austria, February 16-18, pp. 806-810.

P. Saraph, M. Last, A. Kandel (2004). “Test Set Generation and Reduction with Artificial Neural Networks", in M. Last, A. Kandel, and H. Bunke (Editors), “Artificial Intelligence Methods in Software Testing", World Scientific, pp. 101-132.  

M. Last and M. Friedman (2004). “Black-Box Testing with Info-Fuzzy Networks", in M. Last, A. Kandel, and H. Bunke (Editors), “Artificial Intelligence Methods in Software Testing", World Scientific, pp. 21-50.

G. Zeira, O. Maimon, M. Last, L. Rokach (2004). “Change Detection in Classification Models Induced from Time Series Data", in “Data Mining in Time Series Databases", M. Last, A. Kandel, and H. Bunke (Editors), World Scientific, Series in Machine Perception and Artificial Intelligence, Vol. 57, pp. 101 - 125.

M. Last and A. Kandel (2003). “Automated Test Reduction Using an Info-Fuzzy Network". T.M. Khoshgoftaar (Ed.), Software Engineering with Computational Intelligence, Kluwer Academic Publishers, pp. 235-258.

B. Shapira, M. Last, Y. Elovici, O. Zaafrany, A. Kandel (2003). "Using Data Mining for Detecting Terror-Related Activities on the Web", Proceedings of the 2nd European Conference on Information Warfare and Security (ECIW 2003), University of Reading, June 30 - July, 1, pp. 271-280, 2003.

A. Schenker, M. Last, H. Bunke, A. Kandel (2003). "A Comparison of Two Novel Algorithms for Clustering Web  Documents", Proceedings of Second International Workshop on Web Document Analysis (WDA2003), pp. 71 – 74, Edinburgh, UK, August 3, 2003.

P. Saraph, M. Last, A. Kandel (2003). „Test Case Generation and Reduction by Automated Input-Output Analysis", Proceedings of 2003 IEEE International Conference on Systems, Man & Cybernetics (SMC 2003), pp. 768 – 773, Washington, D.C., USA, October 5–8, 2003.

M. Last, M. Friedman, and A. Kandel (2003). “The Data Mining Approach to Automated Software Testing", Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2003), pp. 388 - 396, Washington, DC, USA August 24 - 27, 2003.

A. Schenker, M. Last, H. Bunke, A. Kandel (2003). "Comparison of Distance Measures for Graph-Based Clustering of Documents" in E. Hancock, M. Vento (eds.): Graph Based Representations in Pattern Recognition, Proc. 4th Int. Workshop GBR2003, Springer, LNCS 2726, pp. 202 - 213, York, England, 30th June - 2nd July 2003.

A. Schenker, M. Last, H. Bunke, A. Kandel (2003). "Classification of Web Documents Using a Graph Model", Proceedings of the Seventh International Conference on Document Analysis and Recognition (ICDAR2003), pp. 240 – 244, Edinburg, Scotland, 3-6 August 2003.

A. Schenker, M. Last, H. Bunke, A. Kandel (2003). "Graph Representations for Web Document Clustering", in F.J. Perales et al. (eds.): Pattern Recognition and Image Analysis Proc. 1st Iberian Conference IbPRIA, Springer, LNCS 2652, pp. 935 - 942, Puerto de Andratx (Mallorca, Spain) 4-6th June 2003.

M. Last, B. Shapira, Y. Elovici, O. Zaafrany, A. Kandel (2003). "Content-Based Methodology for Anomaly Detection on the Web", Advances in Web Intelligence, First International Atlantic Web Intelligence Conference, AWIC 2003, Madrid, Spain, May 5-6, 2003, E. Menasalvas et al. (Editors), Springer-Verlag, Lecture Notes in Artificial Intelligence, Vol. 2663, pp. 113 – 123.

A. Cohen, E. Korach, M. Last and R. Ohayon (2003). “Fuzzy Based Paths Ordering Algorithm in Networks with Imperfect QoS Information", to appear in the Proceedings of 10th International Conference on Telecommunications ICT'2003, February 23 – March 1, Tahiti, French Polynesia.

A. Schenker, M. Last, H. Bunke, and A. Kandel (2003). " Clustering of Web Documents using a Graph Model", in "Web Document Analysis: Challenges and Opportunities", Apostolos Antonacopoulos and Jianying Hu (Editors), Vol. 55 of Machine Perception and Artificial Intelligence Series, World Scientific, pp. 3-18.

M. Last and A. Kandel (2003). “Automated Quality Assurance of Continuous Data", Systematic Organization of Information in Fuzzy Systems, P. Melo-Pinto, H.-N. Teodorescu, and T. Fukuda (Editors), IOS Press, NATO ASI Series, pp. 89-104, 2003.

M. Last and A. Kandel (2002). “Fuzzy Comparison of Frequency Distributions", Soft Methods in Probability, Statistics, and Data Analysis, P. Grzegorzewski et al. (Editors), Physica-Verlag, Advances in Soft Computing, pp. 219 – 227, 2002.

M. Last, "Data Mining and Computational Intelligence" (2002). Proceedings of the 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2002), pp. 633 - 639, Annecy, France, July 2002.

G. Zeira, O. Maimon, M. Last and L. Rokach (2002). “Change detection in classification models of data mining", Proceedings of the 12th Israeli Conference of Industrial Engineering and Management, March 2002.

M. Last, H. Bunke, and A. Kandel (2002). “Fuzzy Modeling of the Complexity vs. Accuracy Trade-off in a Sequential Two-Stage Multi-Classifier System", Proceedings of Fuzzy Sets and Fuzzy Systems 2002 Conference (FSFS 2002), pp. 12-17, Interlaken, Switzerland, February 2002.

S. Dick, A. Schenker, M. Last, H. Bunke, A. Kandel (2001). “Re-Granulating a Fuzzy Rulebase", Proceedings of FUZZ-IEEE 2001, the 10th IEEE International Conference on Fuzzy Systems, Melbourne, Australia, December 2001.

M. Last and A. Kandel (2001). "Automated Detection of Outliers in Real-World Data", Proceedings of the Second International Conference on Intelligent Technologies (InTech'2001), pp. 292-301, Bangkok, Thailand, November 27-29, 2001.

W. Rodriguez, M. Last, A. Kandel and H. Bunke (2001). “3-Dimensional Curve Similarity Using String Matching", Proceedings of IMS'2001- the 3rd International Symposium On Intelligent Manufacturing Systems, Sakarya, Turkey, August 30-31, 2001.

A. Schenker, M. Last, and A. Kandel (2001). “A Term-Based Algorithm for Hierarchical Clustering of Web Documents", Proceedings of IFSA / NAFIPS 2001, pp. 3076-3081, Vancouver, Canada, July 25-28, 2001.

A. Schenker, M. Last, and A. Kandel (2001). “Design and Implementation of a Web Mining System for Organizing Search Engine Results", Proceedings of the CAiSE'01 Workshop Data Integration over the Web (DIWeb'01), pp. 62 – 75, Interlaken, Switzerland, 4-5 June, 2001.

M. Last and A. Kandel (2001). “Fuzzification and Reduction of Information-Theoretic Rule Sets", In Data Mining and Computational Intelligence, A. Kandel, H. Bunke, and M. Last (Eds), Physica-Verlag, Studies in Fuzziness and Soft Computing, Vol. 68, pp. 63-93.

M. Last and A. Kandel (2001). “Data Mining for Process and Quality Control in the Semiconductor Industry", In Data Mining for Design and Manufacturing: Methods and Applications, D. Braha (ed.), Kluwer Academic Publishers, pp. 207-234.

M. Last, O. Maimon, and A. Kandel (2001). “Knowledge Discovery in Mortality Records: An Info-Fuzzy Approach", In Medical Data Mining and Knowledge Discovery, K. Cios (Ed.), Studies in Fuzziness and Soft Computing, Vol. 60, Springer-Verlag, pp. 211-235.

M. Last, A. Kandel, O. Maimon, E. Eberbach (2001). “Anytime Algorithm for Feature Selection", Proceedings of the Second International Conference on Rough Sets and Current Trends in Computing (RSCTC'2000), pp. 532-539, Springer-Verlag. 

M. Last, O. Maimon (2000). “Automated Dimensionality Reduction of Data Warehouses", Proceedings of the 2nd International Workshop on Design and Management of Data Warehouses (DMDW'2000), M. Jeusfeld, H. Shu, M. Staudt, G. Vossen (Eds), pp. 7.1-7.8, Stockholm, Sweden, June 5-6, 2000.

O. Maimon, A. Kandel, and M. Last (2000). “Fuzzy Approach to Data Reliability", Knowledge Management in Fuzzy Databases, Pons, O. et al. (Eds.), Physica-Verlag, Heidelberg, pp. 89-101.

O. Maimon, A. Kandel, and M. Last (1999). “Information-Theoretic Fuzzy Approach to Knowledge Discovery in Databases", In Advances in Soft Computing - Engineering Design and Manufacturing, R. Roy, T. Furuhashi and P.K. Chawdhry (Eds.), Springer-Verlag, London, pp. 315-326,.

M. Last, A. Schenker, and A. Kandel (1999). “Applying Fuzzy Hypothesis Testing to Medical Data", In New Directions in Rough Sets, Data Mining, and Granular-Soft Computing, N. Zhong, A. Skowron, and S. Ohsuga (Eds.), Lecture Notes in Artificial Intelligence Series, Vol. 1711, Springer-Verlag, pp. 221-229.

M. Last and A. Kandel (1999). “Automated Perceptions in Data Mining", invited paper, 1999 IEEE International Fuzzy Systems Conference Proceedings, Part I, pp. 190 - 197, Seoul, Korea, August 1999.

O. Maimon and M. Last (1991). "Information-efficient design of robotic systems", Proc. of SPIE Conference on Advances in Intelligent Robotic Systems, pp. 1611-1613, Boston, November 1991.

O. Maimon and M. Last (1991). "Information-efficient control of robotic systems", Proc. of Second France Israel Symposium on Robotics, pp. 6.15-6.31, Saclay, April 1991.