Lior Rokach

Rami Puzis, Lior Rokach, Yuval Elovici, 2011, 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing.

Privacy-preserving data mining: A feature set partitioning approach

Lior Rokach, Oded Maimon, Nissim Matatov, 2010, Inf. Sci..

Preference Elicitation for Group Decisions

Meir Kalech, Lior Rokach, Lihi Naamani Dery, 2014, GDN.

Introduction to Proactive Data Mining

Lior Rokach, Haim Dahan, Shahar Cohen, 2014 .

Predict Demographic Information Using Word2vec on Spatial Trajectories

Lior Rokach, Bracha Shapira, Ariel Bar, 2018, UMAP.

New Item Consumption Prediction Using Deep Learning pdf

Lior Rokach, Bracha Shapira, Gilad Katz, 2019, ArXiv.

A Stereotypes-Based Hybrid Recommender System for Media Items

Guy Shani, Lior Rokach, David Ben-Shimon, 2007 .

Classifier evaluation under limited resources

Lior Rokach, Reuven Arbel, L. Rokach, 2006, Pattern Recognit. Lett..

Machine-learning-based circuit synthesis

Meir Kalech, Gregory M. Provan, Lior Rokach, 2012, 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel.

Who is going to win the next Association for the Advancement of Artificial Intelligence Fellowship Award? Evaluating researchers by mining bibliographic data

Meir Kalech, Lior Rokach, Ido Blank, 2011, J. Assoc. Inf. Sci. Technol..

Identity theft, computers and behavioral biometrics

Sebastian Möller, Lior Rokach, Yuval Elovici, 2009, 2009 IEEE International Conference on Intelligence and Security Informatics.

Recurrent Neural Network for Pre-distortion of Combined Nonlinear Optical Transmitter Impairments with Memory

Lior Rokach, Dan Sadot, Hananel Faig, 2018 .

Intruder or Welcome Friend: Inferring Group Membership in Online Social Networks

Lior Rokach, Yuval Elovici, Lena Tenenboim-Chekina, 2013, SBP.

Identifying Informational vs. Conversational Questions on Community Question Answering Archives

Lior Rokach, Ido Guy, Bracha Shapira, 2018, WSDM.

Explainable decision forest: Transforming a decision forest into an interpretable tree

Lior Rokach, Omer Sagi, L. Rokach, 2020, Inf. Fusion.

An Overview of IDS Using Anomaly Detection

Lior Rokach, Yuval Elovici, 2009, Database Technologies: Concepts, Methodologies, Tools, and Applications.

A Decision-Tree Framework for Instance-space Decomposition

Lior Rokach, Shahar Cohen, Oded Maimon, 2006, Advances in Web Intelligence and Data Mining.

MultiCamp — Cost sensitive active learning algorithm for multiple parallel campaigns

Lior Rokach, Bracha Shapira, Lihi Naamani Dery, 2010, 2010 IEEE 26-th Convention of Electrical and Electronics Engineers in Israel.

PrivGen: Preserving Privacy of Sequences Through Data Generation pdf

Lior Rokach, Sigal Shaked, L. Rokach, 2020, ArXiv.

ConfDTree: Improving Decision Trees Using Confidence Intervals

Lior Rokach, Asaf Shabtai, Nir Ofek, 2012, 2012 IEEE 12th International Conference on Data Mining.

Decomposition Methodology for Knowledge Discovery and Data Mining

Lior Rokach, Oded Maimon, L. Rokach, 2005, The Data Mining and Knowledge Discovery Handbook.

Language Models with GloVe Word Embeddings pdf

Lior Rokach, Bracha Shapira, Victor Makarenkov, 2016, ArXiv.

Anytime Algorithms for Recommendation Service Providers

Guy Shani, Lior Rokach, Bracha Shapira, 2016, ACM Trans. Intell. Syst. Technol..

Assessing the Quality of Scientific Papers pdf

Lior Rokach, Bracha Shapira, Gilad Katz, 2019, ArXiv.

Identifying Attack Propagation Patterns in Honeypots Using Markov Chains Modeling and Complex Networks Analysis

Lior Rokach, Bracha Shapira, Ariel Bar, 2016, 2016 IEEE International Conference on Software Science, Technology and Engineering (SWSTE).

A Decision Tree Based Recommender System

Amnon Meisels, Lior Rokach, Karl-Heinz Lüke, 2010, IICS.

Selective Voting - Getting More for Less in Sensor Fusion

Lior Rokach, Oded Maimon, Reuven Arbel, 2006, Int. J. Pattern Recognit. Artif. Intell..

Cyber security threats in the microbial genomics era: implications for public health

Lior Rokach, Yossi Oren, Jacob Moran-Gilad, 2020, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.

Evolving Context-Aware Recommender Systems With Users in Mind pdf

Lior Rokach, Bracha Shapira, Achiya Elyasaf, 2020, ArXiv.

pcStream: A Stream Clustering Algorithm for Dynamically Detecting and Managing Temporal Contexts

Lior Rokach, Bracha Shapira, Yuval Elovici, 2015, PAKDD.

Contexto: lessons learned from mobile context inference

Ehud Gudes, Lior Rokach, Bracha Shapira, 2014, UbiComp Adjunct.

A figure search engine architecture for a chemistry digital library

Lior Rokach, C. Lee Giles, Sagnik Ray Choudhury, 2013, JCDL '13.

Supervised Learning

Lior Rokach, Oded Maimon, 2010, Data Mining and Knowledge Discovery Handbook.

Application Marketplace Malware Detection by User Feedback Analysis

Rami Puzis, Lior Rokach, Nir Ofek, 2017, ICISSP.

Preference elicitation for narrowing the recommended list for groups

Meir Kalech, Lior Rokach, Bracha Shapira, 2014, RecSys '14.

Adapted Features and Instance Selection for Improving Co-training

Lior Rokach, Asaf Shabtai, Gilad Katz, 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics.

Automatic Identification of Negated Concepts in Narrative Clinical Reports

Lior Rokach, Oded Maimon, Roni Romano, 2006, ICEIS.

Soft Computing for Knowledge Discovery and Data Mining

Lior Rokach, Oded Maimon, L. Rokach, 2007 .

Lior Rokach, Oded Maimon, 2014 .

Verfahren zum Erkennen von Datenmissbrauch im Netzwerk einer Organisation

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012 .

Adversarial Vulnerability of Deep Learning Models in Analyzing Next Generation Sequencing Data

Lior Rokach, Ishai Rosenberg, Amiel Meiseles, 2020, 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Neighborhood Evaluation in Recommender Systems Using the Realization Based Entropy Approach

Lior Rokach, Oded Maimon, Yossi Bukchin, 2014 .

Developing Analytical GIS Applications with GEO-SPADE: Three Success Case Studies

Slava Kisilevich, Daniel A. Keim, Lior Rokach, 2010, ICEIS.

Diversifying Database Activity Monitoring with Bandits pdf

Lior Rokach, Bracha Shapira, Hagit Grushka-Cohen, 2019, ArXiv.

minMLST: machine learning for optimization of bacterial strain typing

Lior Rokach, Isana Veksler-Lublinsky, Jacob Moran-Gilad, 2020, Bioinform..

CaSTLe – Classification of single cells by transfer learning: Harnessing the power of publicly available single cell RNA sequencing experiments to annotate new experiments

Lior Rokach, Tal Shay, Yuval Lieberman, 2018, PloS one.

DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering

Lior Rokach, Gilad Katz, Roman Vainshtein, 2019, KDD.

User Verification on Mobile Devices Using Sequences of Touch Gestures

Lior Rokach, Bracha Shapira, Yisroel Mirsky, 2017, UMAP.

Explaining Anomalies Detected by Autoencoders Using SHAP pdf

Lior Rokach, Bracha Shapira, Liat Antwarg, 2019, ArXiv.

Ensemble-based classifiers

Lior Rokach, L. Rokach, 2010, Artificial Intelligence Review.

A Survey of Data Leakage Detection and Prevention Solutions

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012, SpringerBriefs in Computer Science.

2013 international workshop on computational scientometrics: theory and applications

Lior Rokach, Cornelia Caragea, C. Lee Giles, 2013, CIKM.

Ensemble methods for improving the performance of neighborhood-based collaborative filtering

Amnon Meisels, Lior Rokach, Alon Schclar, 2009, RecSys '09.

Matching entities across online social networks

Lior Rokach, Yuval Elovici, Michael Fire, 2014, Neurocomputing.

Beyond Classification Tasks

Lior Rokach, Oded Maimon, 2014 .

CHANGE DETECTION IN CLASSIFICATION MODELS INDUCED FROM TIME SERIES DATA

Lior Rokach, Oded Maimon, Gil Zeira, 2004 .

Eliciting domain expert misuseability conceptions

Lior Rokach, Amir Harel, Yuval Elovici, 2011, K-CAP '11.

Using Bandits for Effective Database Activity Monitoring

Lior Rokach, Bracha Shapira, Hagit Grushka-Cohen, 2020, PAKDD.

Limiting disclosure of sensitive data in sequential releases of databases

Lior Rokach, Tamir Tassa, Bracha Shapira, 2012, Inf. Sci..

Ensemble Methods in Supervised Learning

Lior Rokach, L. Rokach, 2010, Data Mining and Knowledge Discovery Handbook.

Ensemble of Feature Chains for Anomaly Detection

Lior Rokach, Bracha Shapira, Lena Tenenboim-Chekina, 2013, MCS.

Data Mining with Decision Trees - Theory and Applications

Lior Rokach, Oded Maimon, L. Rokach, 2007, Series in Machine Perception and Artificial Intelligence.

Developing a Price Management Decision Support System for Hotel Brokers using Free and Open Source Tools

Slava Kisilevich, Daniel A. Keim, Lior Rokach, 2011, ICEIS.

An evolutionary algorithm for constructing a decision forest: Combining the classification of disjoints decision trees

Lior Rokach, L. Rokach, 2008, Int. J. Intell. Syst..

Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2021, ACM Comput. Surv..

BNN: Boosting Neural Network Framework Utilizing Limited Amount of Data

Lior Rokach, Bracha Shapira, Amit Livne, 2021, CIKM.

Approximating Aggregated SQL Queries with LSTM Networks

Lior Rokach, Asaf Shabtai, Nir Regev, 2020, 2021 International Joint Conference on Neural Networks (IJCNN).

Pay Attention: Improving Classification of PE Malware Using Attention Mechanisms Based on System Call Analysis

Lior Rokach, Yuval Elovici, Nir Nissim, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Approximating XGBoost with an interpretable decision tree

Lior Rokach, Omer Sagi, L. Rokach, 2021, Inf. Sci..

Analyzing movement predictability using human attributes and behavioral patterns

Lior Rokach, Bracha Shapira, Gilad Katz, 2021, Comput. Environ. Urban Syst..

Active-learning-based reconstruction of circuit model

Meir Kalech, Lior Rokach, Gal Rozenfeld, 2021, Applied Intelligence.

F-PENN - Forest path encoding for neural networks

Lior Rokach, Gilad Katz, Yoni Cohen, 2021, Inf. Fusion.

Explaining anomalies detected by autoencoders using Shapley Additive Explanations

Lior Rokach, Bracha Shapira, Liat Antwarg, 2021, Expert Syst. Appl..

Supporting unknown number of users in keystroke dynamics models

Lior Rokach, Itay Hazan, Oded Margalit, 2021, Knowl. Based Syst..

Enhancing Real-World Adversarial Patches with 3D Modeling Techniques pdf

Lior Rokach, Yuval Elovici, Yael Mathov, 2021, ArXiv.

Automatic selection of clustering algorithms using supervised graph embedding

Lior Rokach, Noy Cohen-Shapira, L. Rokach, 2020, Inf. Sci..

ICU Survival Prediction Incorporating Test-Time Augmentation to Improve the Accuracy of Ensemble-Based Models

Lior Rokach, Noa Dagan, Dan Ofer, 2021, IEEE Access.

Boosting Anomaly Detection Using Unsupervised Diverse Test-Time Augmentation pdf

Lior Rokach, Bracha Shapira, Seffi Cohen, 2021, Inf. Sci..

Isolation forests and landmarking-based representations for clustering algorithm recommendation using meta-learning

Lior Rokach, Bracha Shapira, Itay Gabbay, 2021, Inf. Sci..

Enhancing real-world adversarial patches through 3D modeling of complex target scenes

Lior Rokach, Yuval Elovici, Yael Mathov, 2021, Neurocomputing.

Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Advanced Decision Trees

Lior Rokach, Oded Maimon, L. Rokach, 2007 .

Chapter 1 Introduction to Recommender Systems Handbook

Lior Rokach, Francesco Ricci, Bracha Shapira, 2010 .

Model-Based Diagnosis with Multi-Label Classification

Meir Kalech, Lior Rokach, Betty Keren, 2011 .

Predicting Refractive Surgery Outcome: Machine Learning Approach With Big Data.

Lior Rokach, Michael Mimouni, Asaf Achiron, 2017, Journal of refractive surgery.