Mark Last

Affiliations:
  • Ben-Gurion University, Beersheba, Israel


According to our database1, Mark Last authored at least 143 papers between 1992 and 2021.

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Bibliography

2021
Penalty term based suitable fuzzy intuitionistic possibilistic clustering: analyzing high dimensional gene expression cancer database.
Soft Comput., 2021

Artificial Intelligence Methods for Software Engineering
WorldScientific, ISBN: 9789811239939, 2021

2020
Automatic question generation.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2020

An unsupervised constrained optimization approach to compressive summarization.
Inf. Sci., 2020

3DPIFCM Novel Algorithm for Segmentation of Noisy Brain MRI Images.
CoRR, 2020

Parallel 3DPIFCM Algorithm for Noisy Brain MRI Images.
CoRR, 2020

Detecting Troll Tweets in a Bilingual Corpus.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Twitter Data Augmentation for Monitoring Public Opinion on COVID-19 Intervention Measures.
Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

CryptoRNN - Privacy-Preserving Recurrent Neural Networks Using Homomorphic Encryption.
Proceedings of the Cyber Security Cryptography and Machine Learning, 2020

2019
Selecting a representative decision tree from an ensemble of decision-tree models for fast big data classification.
J. Big Data, 2019

Identifying turning points in animated cartoons.
Expert Syst. Appl., 2019

Using Graphs for Word Embedding with Enhanced Semantic Relations.
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019

2018
Short-term load forecasting in smart meters with sliding window-based ARIMA algorithms.
Vietnam. J. Comput. Sci., 2018

Using discretization for extending the set of predictive features.
EURASIP J. Adv. Signal Process., 2018

Hypotensive Episode Prediction in ICUs via Observation Window Splitting.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Responsive News Summarization for Ubiquitous Consumption on Multiple Mobile Devices.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

Preserving Differential Privacy and Utility of Non-stationary Data Streams.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017
A Syntactic Approach to Domain-Specific Automatic Question Generation.
CoRR, 2017

PCM-SABRE: a platform for benchmarking and comparing outcome prediction methods in precision cancer medicine.
BMC Bioinform., 2017

Interpretable decision-tree induction in a big data parallel framework.
Int. J. Appl. Math. Comput. Sci., 2017

Automatic generation of composite image descriptions.
Proceedings of the 13th International Conference on Natural Computation, 2017

2016
INPRET: The Interval Prediction Tree algorithm for temporal numerical data.
Intell. Decis. Technol., 2016

Evolving classification of intensive care patients from event data.
Artif. Intell. Medicine, 2016

Multi-target Classification: Methodology and Practical Case Studies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Using Machine Learning Methods and Linguistic Features in Single-Document Extractive Summarization.
Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, 2016

Exploring Long-Term Temporal Trends in the Use of Multiword Expressions.
Proceedings of the 12th Workshop on Multiword Expressions, 2016

MUSEEC: A Multilingual Text Summarization Tool.
Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016

2015
A Fuzzy-Based Approach to Survival Data Mining.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

Soft Computing Based Epidemical Crisis Prediction.
Proceedings of the Intelligent Methods for Cyber Warfare, 2015

MIL: Automatic Metaphor Identification by Statistical Learning.
Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, 2015

Krimping texts for better summarization.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Comparison of three classifiers for breast cancer outcome prediction.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

Listen to the Sound of Data.
Proceedings of the Multimedia Data Mining and Analytics - Disruptive Innovation, 2015

2014
Open challenges for data stream mining research.
SIGKDD Explor., 2014

A Scalable Algorithm for One-to-One, Onto, and Partial Schema Matching with Uninterpreted Column Names and Column Values.
J. Database Manag., 2014

Improving accuracy of classification models induced from anonymized datasets.
Inf. Sci., 2014

Context-Aware Location Prediction.
Proceedings of the Big Data Analytics in the Social and Ubiquitous Context, 2014

2013
The Theory and Applications of Generalized Complex Fuzzy Propositional Logic.
Proceedings of the Soft Computing: State of the Art Theory and Novel Applications, 2013

DegExt: a language-independent keyphrase extractor.
J. Ambient Intell. Humaniz. Comput., 2013

Cross-lingual training of summarization systems using annotated corpora in a foreign language.
Inf. Retr., 2013

Avoiding the Look-Ahead Pathology of Decision Tree Learning.
Int. J. Intell. Syst., 2013

Why "dark thoughts" aren't really dark: A novel algorithm for metaphor identification.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013

On Fuzziness in Complex Fuzzy Systems.
Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 2, 2013

Automatic Identification of Conceptual Metaphors With Limited Knowledge.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Knowledge discovery in data streams with regression tree methods.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2012

A Comparative Study of Artificial Neural Networks and Info-Fuzzy Networks as Automated Oracles in Software Testing.
IEEE Trans. Syst. Man Cybern. Part A, 2012

Large-scale analysis of self-disclosure patterns among online social networks users: a Russian context.
Knowl. Inf. Syst., 2012

Multi-dimensional Failure Probability Estimation in Automotive Industry Based on Censored Warranty Data.
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

2011
Condition-based Maintenance with Multi-Target Classification Models.
New Gener. Comput., 2011

Using data mining techniques for optimizing traffic signal plans at an urban intersection.
Int. J. Intell. Syst., 2011

Classification of infectious diseases based on chemiluminescent signatures of phagocytes in whole blood.
Artif. Intell. Medicine, 2011

DegExt - A Language-Independent Graph-Based Keyphrase Extractor.
Proceedings of the Advances in Intelligent Web Mastering - 3, 2011

2010
Language-independent Techniques for Automated Text Summarization.
Proceedings of the Web Intelligence and Security, 2010

Detection of access to terror-related Web sites using an Advanced Terror Detection System (ATDS).
J. Assoc. Inf. Sci. Technol., 2010

Exploring Gender Differences in Member Profiles of an Online Dating Site Across 35 Countries.
Proceedings of the Analysis of Social Media and Ubiquitous Data, 2010

A New Approach to Improving Multilingual Summarization Using a Genetic Algorithm.
Proceedings of the ACL 2010, 2010

Predictive Maintenance with Multi-target Classification Models.
Proceedings of the Intelligent Information and Database Systems, 2010

2009
Optimizing a batch manufacturing process through interpretable data mining models.
J. Intell. Manuf., 2009

Improving data mining utility with projective sampling.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Induction of Mean Output Prediction Trees from Continuous Temporal Meteorological Data.
Proceedings of the ICDM Workshops 2009, 2009

Data Modeling and Functional Modeling.
Proceedings of the Innovations in Information Systems Modeling, 2009

Early Warning from Car Warranty Data using a Fuzzy Logic Technique.
Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009

2008
Multi-lingual Detection of Web Terrorist Content.
Proceedings of the Intelligence and Security Informatics, Techniques and Applications, 2008

Measuring Similarity Between Trajectories of Mobile Objects.
Proceedings of the Applied Pattern Recognition, 2008

Real-time data mining of non-stationary data streams from sensor networks.
Inf. Fusion, 2008

The hybrid representation model for web document classification.
Int. J. Intell. Syst., 2008

Info-fuzzy algorithms for mining dynamic data streams.
Appl. Soft Comput., 2008

Discovering regular groups of mobile objects using incremental clustering.
Proceedings of the 5th Workshop on Positioning, Navigation and Communication, 2008

Visual evaluation of text features for document summarization and analysis.
Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008

A Spatio-temporal Simulation Model for Movement Data Generation.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007
Clustering of Web Documents Using Graph Representations.
Proceedings of the Applied Graph Theory in Computer Vision and Pattern Recognition, 2007

Modeling software testing costs and risks using fuzzy logic paradigm.
J. Syst. Softw., 2007

Special issue on advances in fuzzy logic.
Inf. Sci., 2007

Anomaly detection in web documents using crisp and fuzzy-based cosine clustering methodology.
Inf. Sci., 2007

Filtering Multilingual Terrorist Content with Graph-Theoretic Classification Tools.
Proceedings of the Mining Massive Data Sets for Security, 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 the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Predicting and Optimizing Classifier Utility with the Power Law.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Compact Representation of Spatio-Temporal Data.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Incremental Clustering of Mobile Objects.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Predicting future locations using clusters' centroids.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

ADMIRAL: A Data Mining Based Financial Trading System.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

Classification of Web Documents Using Concept Extraction from Ontologies.
Proceedings of the Autonomous Intelligent Systems: Multi-Agents and Data Mining, 2007

2006
Look-Ahead Mechanism Integration in Decision Tree Induction Models.
Proceedings of the Advances in Web Intelligence and Data Mining, 2006

Predicting Stock Trends with Time Series Data Mining and Web Content Mining.
Proceedings of the Advances in Web Intelligence and Data Mining, 2006

Comparing representative selection strategies for dissimilarity representations.
Int. J. Intell. Syst., 2006

Design of test inputs and their sequences in multi-function system testing.
Appl. Intell., 2006

Multi-lingual Detection of Terrorist Content on the Web.
Proceedings of the Intelligence and Security Informatics, International Workshop, 2006

Fast Categorization of Web Documents Represented by Graphs.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

The uncertainty principle of cross-validation.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Efficient Learning Algorithms for Agents Mining Time-Changing Data Streams.
Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006

2005
Graph-Theoretic Techniques for Web Content Mining
Series in Machine Perception and Artificial Intelligence 62, WorldScientific, ISBN: 978-981-4480-34-5, 2005

Identification of Terrorist Web Sites with Cross-Lingual Classification Tools.
Proceedings of the Fighting Terror in Cyberspace, 2005

Using Data Mining Technology for Terrorist Detection on the Web.
Proceedings of the Fighting Terror in Cyberspace, 2005

Quality and comprehension of UML interaction diagrams-an experimental comparison.
Inf. Softw. Technol., 2005

Design and implementation of a web mining system for organizing search engine results.
Int. J. Intell. Syst., 2005

A fuzzy-based lifetime extension of genetic algorithms.
Fuzzy Sets Syst., 2005

A fuzzy-based path ordering algorithm for QoS routing in non-deterministic communication networks.
Fuzzy Sets Syst., 2005

Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS).
Proceedings of the Intelligence and Security Informatics, 2005

Effective Black-Box Testing with Genetic Algorithms.
Proceedings of the Hardware and Software Verification and Testing, 2005

Computing Temporal Trends in Web Documents.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

A Simple, Structure-Sensitive Approach for Web Document Classification.
Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

Data Mining for Software Testing.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004
A Compact and Accurate Model for Classification.
IEEE Trans. Knowl. Data Eng., 2004

3-Dimensional curve similarity using string matching.
Robotics Auton. Syst., 2004

Discovering useful and understandable patterns in manufacturing data.
Robotics Auton. Syst., 2004

Using Data Mining For Automated Software Testing.
Int. J. Softw. Eng. Knowl. Eng., 2004

Classification Of Web Documents Using Graph Matching.
Int. J. Pattern Recognit. Artif. Intell., 2004

Data mining in software metrics databases.
Fuzzy Sets Syst., 2004

Comparison of Algorithms for Web Document Clustering Using Graph Representations of Data.
Proceedings of the Structural, 2004

Terrorist Detection System.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Building Graph-Based Classifier Ensembles by Random Node Selection.
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

Test Case Sequences in System Testing: Selection of Test Cases for a Chain (Sequence) of Function Clusters.
Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Multi-Function System Testing: Composition of Test Sets.
Proceedings of the 8th IEEE International Symposium on High-Assurance Systems Engineering (HASE 2004), 2004

Automated Detection of Injected Faults in a Differential Equation Solver.
Proceedings of the 8th IEEE International Symposium on High-Assurance Systems Engineering (HASE 2004), 2004

A new approach for fuzzy clustering of Web documents.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Multi-objective Classification with Info-Fuzzy Networks.
Proceedings of the Machine Learning: ECML 2004, 2004

A Graph-Based Framework for Web Document Mining.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003
Test case generation and reduction by automated input-output analysis.
Proceedings of the IEEE International Conference on Systems, 2003

The data mining approach to automated software testing.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Classification of Web Documents Using a Graph Model.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Graph Representations for Web Document Clustering.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Comparison of Distance Measures for Graph-Based Clustering of Documents.
Proceedings of the Graph Based Representations in Pattern Recognition, 2003

Content-Based Methodology for Anomaly Detection on the Web.
Proceedings of the Web Intelligence, 2003

Clustering of Web Documents using a Graph Model.
Proceedings of the Web Document Analysis, 2003

2002
A Feature-Based Serial Approach to Classifier Combination.
Pattern Anal. Appl., 2002

Improving Stability of Decision Trees.
Int. J. Pattern Recognit. Artif. Intell., 2002

Using a neural network in the software testing process.
Int. J. Intell. Syst., 2002

Color Face Segmentation Using a Fuzzy Min-Max Neural Network.
Int. J. Image Graph., 2002

Fuzzy Clustering with Genetically Adaptive Scaling.
Int. J. Image Graph., 2002

Perception-Based Analysis of Engineering Experiments in the Semiconductor Industry.
Int. J. Image Graph., 2002

Online classification of nonstationary data streams.
Intell. Data Anal., 2002

2001
Knowledge discovery in time series databases.
IEEE Trans. Syst. Man Cybern. Part B, 2001

Information-theoretic algorithm for feature selection.
Pattern Recognit. Lett., 2001

Geometric Approach to Data Mining.
Int. J. Image Graph., 2001

Information-theoretic fuzzy approach to data reliability and data mining.
Fuzzy Sets Syst., 2001

Re-granulating a Fuzzy Rulebase.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
Anytime Algorithm for Feature Selection.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

Automated dimensionality reduction of data warehouses.
Proceedings of the Second Intl. Workshop on Design and Management of Data Warehouses, 2000

1999
Applying Fuzzy Hypothesis Testing to Medical Data.
Proceedings of the New Directions in Rough Sets, 1999

1997
Information-efficient control of discrete event stochastic systems.
IEEE Trans. Syst. Man Cybern. Part A, 1997

1994
Information-efficient robotic control.
Robotica, 1994

1993
Information-efficient design of an automatic aircraft maintenance supervisor.
Comput. Oper. Res., 1993

1992
FMS control design: an information value approach.
J. Intell. Manuf., 1992


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