Mark Last

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 46

Top Venues

Publications

Amit Damri, Mark Last, Niv Cohen
Towards efficient image-based representation of tabular data. Neural Comput. Appl. 36 (2) (2024)
Niv Fono, Harel Moshayof, Eldar Karol, Itai Assraf, Mark Last
Embible: Reconstruction of Ancient Hebrew and Aramaic Texts Using Transformers. EACL (Findings) (2024)
Yael Hochma, Yuval Felendler, Mark Last
Efficient Feature Ranking and Selection Using Statistical Moments. IEEE Access 12 (2024)
Mark Last
20 Years of Analyzing Multilingual Propaganda Content on the Web. IACT@SIGIR (2023)
Abraham Itzhak Weinberg, Mark Last
EnHAT - Synergy of a tree-based Ensemble with Hoeffding Adaptive Tree for dynamic data streams mining. Inf. Fusion 89 (2023)
Chang Liu, Armin Shmilovici, Mark Last
The Same Thing - Only Different: Classification of Movies by their Story Types. Text2Story@ECIR (2023)
Deborah Novick, Mark Last
Using Machine Learning Models for Earthquake Magnitude Prediction in California, Japan, and Israel. CSCML (2023)
Ben Aidlin, Armin Shmilovici, Mark Last
Inferring Event Causality in Films via Common Knowledge Corpora. ICCCI (2022)
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 (2022)
Tzoof Avny Brosh, Amit Livne, Oren Sar Shalom, Bracha Shapira, Mark Last
BRUCE: Bundle Recommendation Using Contextualized item Embeddings. RecSys (2022)
Chang Liu, Armin Shmilovici, Mark Last
MND: A New Dataset and Benchmark of Movie Scenes Classified by Their Narrative Function. ECCV Workshops (4) (2022)
Lin Miao, Mark Last, Marian Litvak
Early Detection of Multilingual Troll Accounts on Twitter. ASONAM (2022)
Shachar Wild, Mark Last
Cost-Oriented Candidate Screening Using Machine Learning Algorithms. ACIIDS (Companion) (2022)
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)
Neta Rosenfeld, Mark Last
Using ECG signals for hypotensive episode prediction in trauma patients. Comput. Methods Programs Biomed. 223 (2022)
Asaf Fried, Mark Last
Facing airborne attacks on ADS-B data with autoencoders. Comput. Secur. 109 (2021)
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) (2021)
Sidharth Srivatsav Sribhashyam, Md Sirajus Salekin, Dmitry B. Goldgof, Ghada Zamzmi, Mark Last, Yu Sun
Pattern Recognition in Vital Signs Using Spectrograms. SMC (2021)
Arie Agranonik, Maya Herman, Mark Last
3DPIFCM Novel Algorithm for Segmentation of Noisy Brain MRI Images. CoRR (2020)
Mark Last, Guy Danon
Automatic question generation. WIREs Data Mining Knowl. Discov. 10 (6) (2020)
Lin Miao, Mark Last, Marina Litvak
Detecting Troll Tweets in a Bilingual Corpus. LREC (2020)
Arie Agranonik, Maya Herman, Mark Last
Parallel 3DPIFCM Algorithm for Noisy Brain MRI Images. CoRR (2020)
Maya Bakshi, Mark Last
CryptoRNN - Privacy-Preserving Recurrent Neural Networks Using Homomorphic Encryption. CSCML (2020)
Lin Miao, Mark Last, Marina Litvak
Twitter Data Augmentation for Monitoring Public Opinion on COVID-19 Intervention Measures. NLP4COVID@EMNLP (2020)
Natalia Vanetik, Marina Litvak, Elena Churkin, Mark Last
An unsupervised constrained optimization approach to compressive summarization. Inf. Sci. 509 (2020)
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 (2019)
Chang Liu, Mark Last, Armin Shmilovici
Identifying turning points in animated cartoons. Expert Syst. Appl. 123 (2019)
Matan Zuckerman, Mark Last
Using Graphs for Word Embedding with Enhanced Semantic Relations. TextGraphs@EMNLP (2019)
Avi Rosenfeld, Ron Illuz, Dovid Gottesman, Mark Last
Using discretization for extending the set of predictive features. EURASIP J. Adv. Signal Process. 2018 (2018)
Michael Khavkin, Mark Last
Preserving Differential Privacy and Utility of Non-stationary Data Streams. ICDM Workshops (2018)
Dima Alberg, Mark Last
Short-term load forecasting in smart meters with sliding window-based ARIMA algorithms. Vietnam. J. Comput. Sci. 5 (3-4) (2018)
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)
Rocío A. Chongtay, Mark Last, Bettina Berendt
Responsive News Summarization for Ubiquitous Consumption on Multiple Mobile Devices. IUI (2018)
Avi Rosenfeld, Ron Illuz, Dovid Gottesman, Mark Last
Using Discretization for Extending the Set of Predictive Features. CoRR (2018)
Elena Churkin, Mark Last, Marina Litvak, Natalia Vanetik
Sentence Compression as a Supervised Learning with a Rich Feature Space. CICLing (2) (2018)
Guy Danon, Mark Last
A Syntactic Approach to Domain-Specific Automatic Question Generation. CoRR (2017)
Abraham Itzhak Weinberg, Mark Last
Interpretable decision-tree induction in a big data parallel framework. Int. J. Appl. Math. Comput. Sci. 27 (4) (2017)
Dima Alberg, Mark Last
Short-Term Load Forecasting in Smart Meters with Sliding Window-Based ARIMA Algorithms. ACIIDS (2) (2017)
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) (2017)
Chang Liu, Armin Shmilovici, Mark Last
Automatic generation of composite image descriptions. ICNC-FSKD (2017)
Mark Last
Multi-target Classification: Methodology and Practical Case Studies. ECML/PKDD (3) (2016)
Tal Daniel, Mark Last
Exploring Long-Term Temporal Trends in the Use of Multiword Expressions. MWE@ACL (2016)
Dima Alberg, Mark Last
INPRET: The Interval Prediction Tree algorithm for temporal numerical data. Intell. Decis. Technol. 10 (4) (2016)
Alexander Dlikman, Mark Last
Using Machine Learning Methods and Linguistic Features in Single-Document Extractive Summarization. DMNLP@PKDD/ECML (2016)
Marina Litvak, Natalia Vanetik, Mark Last, Elena Churkin
MUSEEC: A Multilingual Text Summarization Tool. ACL (System Demonstrations) (2016)
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 (2016)
Yosef Ben Shlomo, Mark Last
MIL: Automatic Metaphor Identification by Statistical Learning. DMNLP@PKDD/ECML (2015)
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)
Marina Litvak, Mark Last, Natalia Vanetik
Krimping texts for better summarization. EMNLP (2015)
Noa Eyal, Mark Last, Eitan Rubin
Comparison of three classifiers for breast cancer outcome prediction. EANN Workshops (2015)
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) (2014)
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) (2014)
Roni Bar-David, Mark Last
Context-Aware Location Prediction. MSM/MUSE/SenseML (2014)
Mark Last, Tamir Tassa, Alexandra Zhmudyak, Erez Shmueli
Improving accuracy of classification models induced from anonymized datasets. Inf. Sci. 256 (2014)
Marina Litvak, Mark Last, Abraham Kandel
DegExt: a language-independent keyphrase extractor. J. Ambient Intell. Humaniz. Comput. 4 (3) (2013)
Dan E. Tamir, Mark Last, Abraham Kandel
On Fuzziness in Complex Fuzzy Systems. On Fuzziness (2) (2013)
Marina Litvak, Mark Last
Cross-lingual training of summarization systems using annotated corpora in a foreign language. Inf. Retr. 16 (5) (2013)
Mark Last, Michael Roizman
Avoiding the Look-Ahead Pathology of Decision Tree Learning. Int. J. Intell. Syst. 28 (10) (2013)
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)
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)
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) (2012)
Mark Last, Alexandra Zhmudyak, Hezi Halpert, Sugato Chakrabarty
Multi-dimensional Failure Probability Estimation in Automotive Industry Based on Censored Warranty Data. SMPS (2012)
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) (2012)
Dima Alberg, Mark Last, Abraham Kandel
Knowledge discovery in data streams with regression tree methods. WIREs Data Mining Knowl. Discov. 2 (1) (2012)
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) (2011)
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) (2011)
Mark Last, Alla Sinaiski, Halasya Siva Subramania
Condition-based Maintenance with Multi-Target Classification Models. New Gener. Comput. 29 (3) (2011)
Marina Litvak, Mark Last, Hen Aizenman, Inbal Gobits, Abraham Kandel
DegExt - A Language-Independent Graph-Based Keyphrase Extractor. AWIC (2011)
Mark Last, Alla Sinaiski, Halasya Siva Subramania
Predictive Maintenance with Multi-target Classification Models. ACIIDS (2) (2010)
Marina Litvak, Mark Last, Menahem Friedman
A New Approach to Improving Multilingual Summarization Using a Genetic Algorithm. ACL (2010)
Slava Kisilevich, Mark Last
Exploring Gender Differences in Member Profiles of an Online Dating Site Across 35 Countries. MSM/MUSE (2010)
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) (2010)
Dima Alberg, Mark Last, Roni Neuman, Avi Sharon
Induction of Mean Output Prediction Trees from Continuous Temporal Meteorological Data. ICDM Workshops (2009)
Mark Last, Guy Danon, Sholomo Biderman, Eli Miron
Optimizing a batch manufacturing process through interpretable data mining models. J. Intell. Manuf. 20 (5) (2009)
Mark Last
Improving data mining utility with projective sampling. KDD (2009)
Alex Markov, Mark Last, Abraham Kandel
The hybrid representation model for web document classification. Int. J. Intell. Syst. 23 (6) (2008)
Dima Alberg, Mark Last, Sigal Elnekave
A Spatio-temporal Simulation Model for Movement Data Generation. ICDM Workshops (2008)
Lior Cohen, Gil Avrahami, Mark Last, Abraham Kandel
Info-fuzzy algorithms for mining dynamic data streams. Appl. Soft Comput. 8 (4) (2008)
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) (2008)
Daniela Oelke, Peter Bak, Daniel A. Keim, Mark Last, Guy Danon
Visual evaluation of text features for document summarization and analysis. IEEE VAST (2008)
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)
Marina Litvak, Mark Last, Slava Kisilevich
Classification of Web Documents Using Concept Extraction from Ontologies. AIS-ADM (2007)
Sigal Elnekave, Mark Last, Oded Maimon
Predicting future locations using clusters' centroids. GIS (2007)
Avner Engel, Mark Last
Modeling software testing costs and risks using fuzzy logic paradigm. J. Syst. Softw. 80 (6) (2007)
Sigal Elnekave, Mark Last, Oded Maimon
Incremental Clustering of Mobile Objects. ICDE Workshops (2007)
Mark Last
Filtering Multilingual Terrorist Content with Graph-Theoretic Classification Tools. NATO ASI Mining Massive Data Sets for Security (2007)
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)
Abraham Kandel, Mark Last
Special issue on advances in fuzzy logic. Inf. Sci. 177 (2) (2007)
Mark Last
Predicting and Optimizing Classifier Utility with the Power Law. ICDM Workshops (2007)
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) (2007)
Gil Rachlin, Mark Last, Dima Alberg, Abraham Kandel
ADMIRAL: A Data Mining Based Financial Trading System. CIDM (2007)
Sigal Elnekave, Mark Last, Oded Maimon
A Compact Representation of Spatio-Temporal Data. ICDM Workshops (2007)
Mark Last
The uncertainty principle of cross-validation. GrC (2006)
Lior Cohen, Gil Avrahami, Mark Last, Abraham Kandel
Efficient Learning Algorithms for Agents Mining Time-Changing Data Streams. CIMCA/IAWTIC (2006)
Mark Sh. Levin, Mark Last
Design of test inputs and their sequences in multi-function system testing. Appl. Intell. 25 (1) (2006)
Mark Last, Alex Markov, Abraham Kandel
Multi-lingual Detection of Terrorist Content on the Web. WISI (2006)
Alex Markov, Mark Last, Abraham Kandel
Fast Categorization of Web Documents Represented by Graphs. WEBKDD (2006)
Zane Reynolds, Horst Bunke, Mark Last, Abraham Kandel
Comparing representative selection strategies for dissimilarity representations. Int. J. Intell. Syst. 21 (10) (2006)
Peretz Shoval, Avihai Yampolsky, Mark Last
Class Diagrams and Use Cases. EMMSAD (2006)
Mark Last, Shay Eyal, Abraham Kandel
Effective Black-Box Testing with Genetic Algorithms. Haifa Verification Conference (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mark Last