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ORCIDMark Last
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- affiliation: Ben-Gurion University, Beersheba, Israel
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2020 – today
- 2024
[j65]Yael Hochma
, Yuval Felendler, Mark Last:
Efficient Feature Ranking and Selection Using Statistical Moments. IEEE Access 12: 105573-105587 (2024)- [j64]Meirav Taieb-Maimon, Aleksandr Romanovski-Chernik, Mark Last, Marina Litvak, Michael Elhadad:
Mining Eye-Tracking Data for Text Summarization. Int. J. Hum. Comput. Interact. 40(17): 4887-4905 (2024) - [j63]Amit Damri, Mark Last, Niv Cohen:
Towards efficient image-based representation of tabular data. Neural Comput. Appl. 36(2): 1023-1043 (2024) - [c81]Niv Fono, Harel Moshayof, Eldar Karol, Itai Assraf, Mark Last:
Embible: Reconstruction of Ancient Hebrew and Aramaic Texts Using Transformers. EACL (Findings) 2024: 846-852 - 2023
- [j62]Abraham Itzhak Weinberg, Mark Last:
EnHAT - Synergy of a tree-based Ensemble with Hoeffding Adaptive Tree for dynamic data streams mining. Inf. Fusion 89: 397-404 (2023) - [c80]Deborah Novick, Mark Last:
Using Machine Learning Models for Earthquake Magnitude Prediction in California, Japan, and Israel. CSCML 2023: 151-169 - [c79]Chang Liu, Armin Shmilovici, Mark Last:
The Same Thing - Only Different: Classification of Movies by their Story Types. Text2Story@ECIR 2023: 93-101 - [c78]Mark Last:
20 Years of Analyzing Multilingual Propaganda Content on the Web. IACT@SIGIR 2023: 1-2 - 2022
- [j61]Neta Rosenfeld, Mark Last:
Using ECG signals for hypotensive episode prediction in trauma patients. Comput. Methods Programs Biomed. 223: 106955 (2022) - [j60]Lin Miao, Mark Last, Marina Litvak:
Tracking social media during the COVID-19 pandemic: The case study of lockdown in New York State. Expert Syst. Appl. 187: 115797 (2022) - [c77]Shachar Wild, Mark Last:
Cost-Oriented Candidate Screening Using Machine Learning Algorithms. ACIIDS (Companion) 2022: 737-750 - [c76]Lin Miao, Mark Last, Marian Litvak:
Early Detection of Multilingual Troll Accounts on Twitter. ASONAM 2022: 378-382 - [c75]Chang Liu, Armin Shmilovici, Mark Last:
MND: A New Dataset and Benchmark of Movie Scenes Classified by Their Narrative Function. ECCV Workshops (4) 2022: 610-626 - [c74]Ben Aidlin, Armin Shmilovici, Mark Last:
Inferring Event Causality in Films via Common Knowledge Corpora. ICCCI 2022: 3-15 - [c73]Zhengbing Hu, Mark Last, Tzung-Pei Hong, Oleksii K. Tyshchenko, Esha Kashyap:
A Noise Resistant Credibilistic Fuzzy Clustering Algorithm on a Unit Hypersphere with Illustrations Using Expression Data. ISDMCI 2022: 564-590 - [c72]Tzoof Avny Brosh, Amit Livne, Oren Sar Shalom, Bracha Shapira, Mark Last:
BRUCE: Bundle Recommendation Using Contextualized item Embeddings. RecSys 2022: 237-245 - 2021
- [b2]Meir Kalech, Rui Abreu, Mark Last:
Artificial Intelligence Methods for Software Engineering. WorldScientific 2021, ISBN 9789811239915, pp. 1-456 - [j59]Asaf Fried, Mark Last:
Facing airborne attacks on ADS-B data with autoencoders. Comput. Secur. 109: 102405 (2021) - [j58]S. R. Kannan, Esha Kashyap, Mark Last, Tzung-Pei Hong:
Penalty term based suitable fuzzy intuitionistic possibilistic clustering: analyzing high dimensional gene expression cancer database. Soft Comput. 25(15): 9839-9857 (2021) - [c71]Sidharth Srivatsav Sribhashyam, Md Sirajus Salekin, Dmitry B. Goldgof, Ghada Zamzmi, Mark Last, Yu Sun:
Pattern Recognition in Vital Signs Using Spectrograms. SMC 2021: 1133-1138 - 2020
- [j57]Natalia Vanetik, Marina Litvak, Elena Churkin, Mark Last:
An unsupervised constrained optimization approach to compressive summarization. Inf. Sci. 509: 22-35 (2020) - [j56]Mark Last, Guy Danon:
Automatic question generation. WIREs Data Mining Knowl. Discov. 10(6) (2020) - [c70]Maya Bakshi, Mark Last:
CryptoRNN - Privacy-Preserving Recurrent Neural Networks Using Homomorphic Encryption. CSCML 2020: 245-253 - [c69]Lin Miao, Mark Last, Marina Litvak:
Twitter Data Augmentation for Monitoring Public Opinion on COVID-19 Intervention Measures. NLP4COVID@EMNLP 2020 - [c68]Lin Miao, Mark Last, Marina Litvak:
Detecting Troll Tweets in a Bilingual Corpus. LREC 2020: 6247-6254 - [i4]Arie Agranonik, Maya Herman, Mark Last:
Parallel 3DPIFCM Algorithm for Noisy Brain MRI Images. CoRR abs/2002.01981 (2020) - [i3]Arie Agranonik, Maya Herman, Mark Last:
3DPIFCM Novel Algorithm for Segmentation of Noisy Brain MRI Images. CoRR abs/2002.01985 (2020)
2010 – 2019
- 2019
- [j55]Chang Liu, Mark Last, Armin Shmilovici:
Identifying turning points in animated cartoons. Expert Syst. Appl. 123: 246-255 (2019) - [j54]Abraham Itzhak Weinberg, Mark Last:
Selecting a representative decision tree from an ensemble of decision-tree models for fast big data classification. J. Big Data 6: 23 (2019) - [c67]Matan Zuckerman, Mark Last:
Using Graphs for Word Embedding with Enhanced Semantic Relations. TextGraphs@EMNLP 2019: 32-41 - 2018
- [j53]Avi Rosenfeld, Ron Illuz, Dovid Gottesman, Mark Last:
Using discretization for extending the set of predictive features. EURASIP J. Adv. Signal Process. 2018: 7 (2018) - [j52]Dima Alberg, Mark Last:
Short-term load forecasting in smart meters with sliding window-based ARIMA algorithms. Vietnam. J. Comput. Sci. 5(3-4): 241-249 (2018) - [c66]Elena Churkin, Mark Last, Marina Litvak, Natalia Vanetik:
Sentence Compression as a Supervised Learning with a Rich Feature Space. CICLing (2) 2018: 261-271 - [c65]Michael Khavkin, Mark Last:
Preserving Differential Privacy and Utility of Non-stationary Data Streams. ICDM Workshops 2018: 29-34 - [c64]Rocío A. Chongtay, Mark Last, Bettina Berendt:
Responsive News Summarization for Ubiquitous Consumption on Multiple Mobile Devices. IUI 2018: 433-437 - [c63]Elad Tsur, Mark Last, Victor F. Garcia, Raphael Udassin, Moti Klein, Evgeni Brotfain:
Hypotensive Episode Prediction in ICUs via Observation Window Splitting. ECML/PKDD (3) 2018: 472-487 - [i2]Avi Rosenfeld, Ron Illuz, Dovid Gottesman, Mark Last:
Using Discretization for Extending the Set of Predictive Features. CoRR abs/1802.03239 (2018) - 2017
- [j51]Abraham Itzhak Weinberg, Mark Last:
Interpretable decision-tree induction in a big data parallel framework. Int. J. Appl. Math. Comput. Sci. 27(4): 737-748 (2017) - [j50]Noah Eyal-Altman, Mark Last, Eitan Rubin:
PCM-SABRE: a platform for benchmarking and comparing outcome prediction methods in precision cancer medicine. BMC Bioinform. 18(1): 40:1-40:7 (2017) - [c62]Dima Alberg, Mark Last:
Short-Term Load Forecasting in Smart Meters with Sliding Window-Based ARIMA Algorithms. ACIIDS (2) 2017: 299-307 - [c61]Chang Liu, Armin Shmilovici, Mark Last:
Automatic generation of composite image descriptions. ICNC-FSKD 2017: 2612-2618 - [i1]Guy Danon, Mark Last:
A Syntactic Approach to Domain-Specific Automatic Question Generation. CoRR abs/1712.09827 (2017) - 2016
- [j49]Mark Last, Olga Tosas, Tiziano Gallo Cassarino, Zisis Kozlakidis, Jonathan D. Edgeworth:
Evolving classification of intensive care patients from event data. Artif. Intell. Medicine 69: 22-32 (2016) - [j48]Dima Alberg, Mark Last:
INPRET: The Interval Prediction Tree algorithm for temporal numerical data. Intell. Decis. Technol. 10(4): 407-418 (2016) - [c60]Marina Litvak, Natalia Vanetik, Mark Last, Elena Churkin:
MUSEEC: A Multilingual Text Summarization Tool. ACL (System Demonstrations) 2016: 73-78 - [c59]Tal Daniel, Mark Last:
Exploring Long-Term Temporal Trends in the Use of Multiword Expressions. MWE@ACL 2016 - [c58]Alexander Dlikman, Mark Last:
Using Machine Learning Methods and Linguistic Features in Single-Document Extractive Summarization. DMNLP@PKDD/ECML 2016: 1-8 - [c57]Mark Last:
Multi-target Classification: Methodology and Practical Case Studies. ECML/PKDD (3) 2016: 280-283 - 2015
- [c56]Noa Eyal, Mark Last, Eitan Rubin:
Comparison of three classifiers for breast cancer outcome prediction. EANN Workshops 2015: 13:1-13:6 - [c55]Marina Litvak, Mark Last, Natalia Vanetik:
Krimping texts for better summarization. EMNLP 2015: 1931-1935 - [c54]Reginald Ford, Bjorn Jervell Hansen, David Hanz, Sven Kuehne, Mark Last, Vahid Mojtahedzadeh, Dariusz Nogalski, Leopoldo Santos, Fulya Tuncer, Michael Wunder:
Bridging Semantic Interoperability gaps with SILF. ICMCIS 2015: 1-11 - [c53]Yosef Ben Shlomo, Mark Last:
MIL: Automatic Metaphor Identification by Statistical Learning. DMNLP@PKDD/ECML 2015: 19-30 - [p16]Mark Last, Anna Usyskin:
Listen to the Sound of Data. Multimedia Data Mining and Analytics 2015: 419-446 - [p15]Dan E. Tamir, Naphtali David Rishe, Mark Last, Abraham Kandel:
Soft Computing Based Epidemical Crisis Prediction. Intelligent Methods for Cyber Warfare 2015: 43-67 - [p14]Mark Last, Hezi Halpert:
A Fuzzy-Based Approach to Survival Data Mining. Fifty Years of Fuzzy Logic and its Applications 2015: 337-359 - 2014
- [j47]Mark Last, Tamir Tassa, Alexandra Zhmudyak, Erez Shmueli:
Improving accuracy of classification models induced from anonymized datasets. Inf. Sci. 256: 138-161 (2014) - [j46]Boris Rabinovich, Mark Last:
A Scalable Algorithm for One-to-One, Onto, and Partial Schema Matching with Uninterpreted Column Names and Column Values. J. Database Manag. 25(4): 1-16 (2014) - [j45]Georg Krempl, Indre Zliobaite, Dariusz Brzezinski, Eyke Hüllermeier, Mark Last, Vincent Lemaire, Tino Noack, Ammar Shaker, Sonja Sievi, Myra Spiliopoulou, Jerzy Stefanowski:
Open challenges for data stream mining research. SIGKDD Explor. 16(1): 1-10 (2014) - [c52]Roni Bar-David, Mark Last:
Context-Aware Location Prediction. MSM/MUSE/SenseML 2014: 165-185 - 2013
- [j44]Mark Last, Michael Roizman:
Avoiding the Look-Ahead Pathology of Decision Tree Learning. Int. J. Intell. Syst. 28(10): 974-987 (2013) - [j43]Marina Litvak, Mark Last:
Cross-lingual training of summarization systems using annotated corpora in a foreign language. Inf. Retr. 16(5): 629-656 (2013) - [j42]Marina Litvak, Mark Last, Abraham Kandel:
DegExt: a language-independent keyphrase extractor. J. Ambient Intell. Humaniz. Comput. 4(3): 377-387 (2013) - [c51]Lisa Gandy, Nadji Allan, Mark Atallah, Ophir Frieder, Newton Howard, Sergey Kanareykin, Moshe Koppel, Mark Last, Yair Neuman, Shlomo Argamon:
Automatic Identification of Conceptual Metaphors With Limited Knowledge. AAAI 2013: 328-334 - [c50]Dan E. Tamir, Mark Last, Abraham Kandel:
On Fuzziness in Complex Fuzzy Systems. On Fuzziness (2) 2013: 665-672 - [c49]Dan Assaf, Yair Neuman, Yohai Cohen, Shlomo Argamon, Newton Howard, Mark Last, Ophir Frieder, Moshe Koppel:
Why "dark thoughts" aren't really dark: A novel algorithm for metaphor identification. CCMB 2013: 60-65 - [p13]Dan E. Tamir, Mark Last, Abraham Kandel:
The Theory and Applications of Generalized Complex Fuzzy Propositional Logic. Soft Computing: State of the Art Theory and Novel Applications 2013: 177-192 - 2012
- [j41]Slava Kisilevich, Chee Siang Ang, Mark Last:
Large-scale analysis of self-disclosure patterns among online social networks users: a Russian context. Knowl. Inf. Syst. 32(3): 609-628 (2012) - [j40]Deepam Agarwal, Dan E. Tamir, Mark Last, Abraham Kandel:
A Comparative Study of Artificial Neural Networks and Info-Fuzzy Networks as Automated Oracles in Software Testing. IEEE Trans. Syst. Man Cybern. Part A 42(5): 1183-1193 (2012) - [j39]Dima Alberg, Mark Last, Abraham Kandel:
Knowledge discovery in data streams with regression tree methods. WIREs Data Mining Knowl. Discov. 2(1): 69-78 (2012) - [c48]Mark Last, Alexandra Zhmudyak, Hezi Halpert, Sugato Chakrabarty:
Multi-dimensional Failure Probability Estimation in Automotive Industry Based on Censored Warranty Data. SMPS 2012: 507-515 - 2011
- [j38]Daria Prilutsky, Boris Rogachev, Robert S. Marks, Leslie Lobel, Mark Last:
Classification of infectious diseases based on chemiluminescent signatures of phagocytes in whole blood. Artif. Intell. Medicine 52(3): 153-163 (2011) - [j37]Mark Last, Gil Avrahami, Abraham Kandel:
Using data mining techniques for optimizing traffic signal plans at an urban intersection. Int. J. Intell. Syst. 26(7): 603-620 (2011) - [j36]Mark Last, Alla Sinaiski, Halasya Siva Subramania:
Condition-based Maintenance with Multi-Target Classification Models. New Gener. Comput. 29(3): 245-260 (2011) - [c47]Marina Litvak, Mark Last, Hen Aizenman, Inbal Gobits, Abraham Kandel:
DegExt - A Language-Independent Graph-Based Keyphrase Extractor. AWIC 2011: 121-130 - 2010
- [j35]Yuval Elovici, Bracha Shapira, Mark Last, Omer Zaafrany, Menahem Friedman, Moti Schneider, Abraham Kandel:
Detection of access to terror-related Web sites using an Advanced Terror Detection System (ATDS). J. Assoc. Inf. Sci. Technol. 61(2): 405-418 (2010) - [c46]Mark Last, Alla Sinaiski, Halasya Siva Subramania:
Predictive Maintenance with Multi-target Classification Models. ACIIDS (2) 2010: 368-377 - [c45]Marina Litvak, Mark Last, Menahem Friedman:
A New Approach to Improving Multilingual Summarization Using a Genetic Algorithm. ACL 2010: 927-936 - [c44]Slava Kisilevich, Mark Last:
Exploring Gender Differences in Member Profiles of an Online Dating Site Across 35 Countries. MSM/MUSE 2010: 57-78 - [p12]Mark Last:
Language-independent Techniques for Automated Text Summarization. Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web 2010: 207-237 - [e5]Mark Last, Abraham Kandel:
Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web. NATO Science for Peace and Security Series - D: Information and Communication Security 27, IOS Press 2010, ISBN 978-1-60750-610-2 [contents]
2000 – 2009
- 2009
- [j34]Mark Last, Guy Danon, Sholomo Biderman, Eli Miron:
Optimizing a batch manufacturing process through interpretable data mining models. J. Intell. Manuf. 20(5): 523-534 (2009) - [c43]Dima Alberg, Mark Last, Roni Neuman, Avi Sharon:
Induction of Mean Output Prediction Trees from Continuous Temporal Meteorological Data. ICDM Workshops 2009: 208-213 - [c42]Mark Last:
Improving data mining utility with projective sampling. KDD 2009: 487-496 - [p11]Peretz Shoval, Mark Last, Avihai Yampolsky:
Data Modeling and Functional Modeling. Innovations in Information Systems Modeling 2009: 122-142 - [p10]Mark Last, Yael Mendelson, Sugato Chakrabarty, Karishma Batra:
Early Warning from Car Warranty Data using a Fuzzy Logic Technique. Scalable Fuzzy Algorithms for Data Management and Analysis 2009: 347-364 - 2008
- [j33]Lior Cohen, Gil Avrahami, Mark Last, Abraham Kandel:
Info-fuzzy algorithms for mining dynamic data streams. Appl. Soft Comput. 8(4): 1283-1294 (2008) - [j32]Alex Markov, Mark Last, Abraham Kandel:
The hybrid representation model for web document classification. Int. J. Intell. Syst. 23(6): 654-679 (2008) - [j31]Lior Cohen, Gil Avrahami-Bakish, Mark Last, Abraham Kandel, Oscar Kipersztok:
Real-time data mining of non-stationary data streams from sensor networks. Inf. Fusion 9(3): 344-353 (2008) - [c41]Dima Alberg, Mark Last, Sigal Elnekave:
A Spatio-temporal Simulation Model for Movement Data Generation. ICDM Workshops 2008: 320-325 - [c40]Daniela Oelke, Peter Bak, Daniel A. Keim, Mark Last, Guy Danon:
Visual evaluation of text features for document summarization and analysis. IEEE VAST 2008: 75-82 - [c39]Sigal Elnekave, Mark Last, Oded Maimon, Yehuda Ben-Shimol, Hans Joachim Einsiedler, Menahem Friedman, Matthias Siebert:
Discovering regular groups of mobile objects using incremental clustering. WPNC 2008: 197-205 - [p9]Mark Last, Alex Markov, Abraham Kandel:
Multi-lingual Detection of Web Terrorist Content. Intelligence and Security Informatics 2008: 79-96 - [p8]Sigal Elnekave, Mark Last, Oded Maimon:
Measuring Similarity Between Trajectories of Mobile Objects. Applied Pattern Recognition 2008: 101-128 - [e4]Horst Bunke, Abraham Kandel, Mark Last:
Applied Pattern Recognition. Studies in Computational Intelligence 91, Springer 2008, ISBN 978-3-540-76830-2 [contents] - 2007
- [j30]Abraham Kandel, Mark Last:
Special issue on advances in fuzzy logic. Inf. Sci. 177(2): 329-331 (2007) - [j29]Menahem Friedman, Mark Last, Yaniv Makover, Abraham Kandel:
Anomaly detection in web documents using crisp and fuzzy-based cosine clustering methodology. Inf. Sci. 177(2): 467-475 (2007) - [j28]Avner Engel, Mark Last:
Modeling software testing costs and risks using fuzzy logic paradigm. J. Syst. Softw. 80(6): 817-835 (2007) - [c38]Marina Litvak, Mark Last, Slava Kisilevich:
Classification of Web Documents Using Concept Extraction from Ontologies. AIS-ADM 2007: 287-292 - [c37]Gil Rachlin, Mark Last, Dima Alberg, Abraham Kandel:
ADMIRAL: A Data Mining Based Financial Trading System. CIDM 2007: 720-725 - [c36]Sigal Elnekave, Mark Last, Oded Maimon:
Predicting future locations using clusters' centroids. GIS 2007: 55 - [c35]Sigal Elnekave, Mark Last, Oded Maimon:
Incremental Clustering of Mobile Objects. ICDE Workshops 2007: 585-592 - [c34]Mark Last, Rafael Carel, Dotan Barak:
Utilization of Data-Mining Techniques for Evaluation of Patterns of Asthma Drugs Use by Ambulatory Patients in a Large Health Maintenance Organization. ICDM Workshops 2007: 169-174 - [c33]Mark Last:
Predicting and Optimizing Classifier Utility with the Power Law. ICDM Workshops 2007: 219-224 - [c32]Sigal Elnekave, Mark Last, Oded Maimon:
A Compact Representation of Spatio-Temporal Data. ICDM Workshops 2007: 601-606 - [c31]Mark Last:
Filtering Multilingual Terrorist Content with Graph-Theoretic Classification Tools. NATO ASI Mining Massive Data Sets for Security 2007: 323-330 - [p7]Adam Schenker, Horst Bunke, Mark Last, Abraham Kandel:
Clustering of Web Documents Using Graph Representations. Applied Graph Theory in Computer Vision and Pattern Recognition 2007: 247-265 - [e3]Abraham Kandel, Horst Bunke, Mark Last:
Applied Graph Theory in Computer Vision and Pattern Recognition. Studies in Computational Intelligence 52, Springer 2007, ISBN 978-3-540-68019-2 [contents] - 2006
- [j27]Mark Sh. Levin, Mark Last:
Design of test inputs and their sequences in multi-function system testing. Appl. Intell. 25(1): 107-126 (2006) - [j26]Zane Reynolds, Horst Bunke, Mark Last, Abraham Kandel:
Comparing representative selection strategies for dissimilarity representations. Int. J. Intell. Syst. 21(10): 1093-1109 (2006) - [c30]Lior Cohen, Gil Avrahami, Mark Last, Abraham Kandel:
Efficient Learning Algorithms for Agents Mining Time-Changing Data Streams. CIMCA/IAWTIC 2006: 257 - [c29]Peretz Shoval, Avihai Yampolsky, Mark Last:
Class Diagrams and Use Cases. EMMSAD 2006: 91-102 - [c28]Mark Last:
The uncertainty principle of cross-validation. GrC 2006: 275-280 - [c27]Alex Markov, Mark Last, Abraham Kandel:
Fast Categorization of Web Documents Represented by Graphs. WEBKDD 2006: 56-71 - [c26]Mark Last, Alex Markov, Abraham Kandel:
Multi-lingual Detection of Terrorist Content on the Web. WISI 2006: 16-30 - [p6]Gil Rachlin, Mark Last:
Predicting Stock Trends with Time Series Data Mining and Web Content Mining. Advances in Web Intelligence and Data Mining 2006: 181-190 - [p5]Michael Roizman, Mark Last:
Look-Ahead Mechanism Integration in Decision Tree Induction Models. Advances in Web Intelligence and Data Mining 2006: 285-294 - [e2]Mark Last, Piotr S. Szczepaniak, Zeev Volkovich, Abraham Kandel:
Advances in Web Intelligence and Data Mining. Studies in Computational Intelligence 23, Springer 2006, ISBN 978-3-540-33879-6 [contents] - 2005
- [b1]Adam Schenker, Abraham Kandel, Horst Bunke, Mark Last:
Graph-Theoretic Techniques for Web Content Mining. Series in Machine Perception and Artificial Intelligence 62, WorldScientific 2005, ISBN 978-981-256-339-2, pp. 1-248 - [j25]