Bracha Shapira

Most-cited papers

Explaining anomalies detected by autoencoders using Shapley Additive Explanations
Liat Antwarg, Ronni Miller, Bracha Shapira, L. Rokach
2021Expert systems with applications494 citations
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Survey on Collaborative Filtering, Content-based Filtering and Hybrid Recommendation System
F. Ricci, L. Rokach, Bracha Shapira
2015319 citations Open access
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Recommender Systems: Techniques, Applications, and Challenges
F. Ricci, L. Rokach, Bracha Shapira
2022Recommender Systems Handbook189 citations
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RecSys Challenge 2015 and the YOOCHOOSE Dataset
David Ben-Shimon, Alexander Tsikinovsky, Michael Friedmann, Bracha Shapira +2 more
2015ACM Conference on Recommender Systems152 citations
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Unknown malware detection using network traffic classification
Dmitri Bekerman, Bracha Shapira, L. Rokach, Ariel Bar
2015IEEE Conference on Communications and Network Security136 citations
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Towards latent context-aware recommendation systems
Moshe Unger, Ariel Bar, Bracha Shapira, L. Rokach
2016Knowledge-Based Systems113 citations
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Explaining Anomalies Detected by Autoencoders Using SHAP
Liat Antwarg, Bracha Shapira, L. Rokach
2019arXiv.org110 citations
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Molecule generation using transformers and policy gradient reinforcement learning
Eyal Mazuz, Guy Shtar, Bracha Shapira, L. Rokach
2023Scientific Reports96 citations Open access
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Detecting drug-drug interactions using artificial neural networks and classic graph similarity measures
Guy Shtar, L. Rokach, Bracha Shapira
2019PLoS ONE87 citations Open access
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Recommender Systems for Product Bundling
Moran Beladev, Bracha Shapira, L. Rokach
2016RecSys Posters87 citations
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ConSent: Context-based sentiment analysis
Gilad Katz, Nir Ofek, Bracha Shapira
2015Knowledge-Based Systems64 citations
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SherLock vs Moriarty: A Smartphone Dataset for Cybersecurity Research
Yisroel Mirsky, A. Shabtai, L. Rokach, Bracha Shapira +1 more
2016AISec@CCS62 citations
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NO-DOUBT: Attack Attribution Based On Threat Intelligence Reports
Lior Perry, Bracha Shapira, Rami Puzis
2019Intelligence and Security Informatics41 citations
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Choosing the Right Word: Using Bidirectional LSTM Tagger for Writing Support Systems
Victor Makarenkov, L. Rokach, Bracha Shapira
2019Engineering applications of artificial intelligence41 citations Open access
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Predict Demographic Information Using Word2vec on Spatial Trajectories
Adir Solomon, Ariel Bar, C. Yanai, Bracha Shapira +1 more
2018User Modeling, Adaptation, and Personalization40 citations
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Modeling Graph Database Schema
Noa Roy-Hubara, L. Rokach, Bracha Shapira, P. Shoval
2017IT Professional39 citations
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Using Machine Learning to Predict Rehabilitation Outcomes in Post-acute Hip Fracture Patients.
Guy Shtar, L. Rokach, Bracha Shapira, R. Nissan +1 more
2020Archives of Physical Medicine and Rehabilitation38 citations
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Identifying Attack Propagation Patterns in Honeypots Using Markov Chains Modeling and Complex Networks Analysis
Ariel Bar, Bracha Shapira, L. Rokach, Moshe Unger
2016IEEE International Conference on Software Science, Technology and Engineering37 citations
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BRUCE: Bundle Recommendation Using Contextualized item Embeddings
Tzoof Avny Brosh, Amit Livne, Oren Sar Shalom, Bracha Shapira +1 more
2022ACM Conference on Recommender Systems35 citations
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A difficulty ranking approach to personalization in E-learning
A. Segal, Ya'akov Gal, Guy Shani, Bracha Shapira
2019Int. J. Hum. Comput. Stud.35 citations Open access
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AutoGRD: Model Recommendation Through Graphical Dataset Representation
Noy Cohen-Shapira, L. Rokach, Bracha Shapira, Gilad Katz +1 more
2019International Conference on Information and Knowledge Management34 citations
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Shapley-based feature augmentation
Liat Antwarg, Chen Galed, Nathaniel Shimoni, L. Rokach +1 more
2023Information Fusion33 citations
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Proceedings of the 1st Workshop on Deep Learning for Recommender Systems
Alexandros Karatzoglou, Balázs Hidasi, D. Tikk, Oren Sar Shalom +3 more
201633 citations
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Evolving Context-Aware Recommender Systems With Users in Mind
Amit Livne, Eliad Shem Tov, Adir Solomon, Achiya Elyasaf +2 more
2020Expert systems with applications31 citations Open access
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CDCDB: A large and continuously updated drug combination database
Guy Shtar, L. Azulay, Omer Nizri, L. Rokach +1 more
2022Scientific Data30 citations Open access
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Analyzing movement predictability using human attributes and behavioral patterns
Adir Solomon, Amit Livne, Gilad Katz, Bracha Shapira +1 more
2021Computers, Environment and Urban Systems30 citations
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Anomaly detection for smartphone data streams
Yisroel Mirsky, A. Shabtai, Bracha Shapira, Y. Elovici +1 more
2017Pervasive and Mobile Computing27 citations
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Contextual security awareness: A context-based approach for assessing the security awareness of users
Adir Solomon, Michael Michaelshvili, Ron Bitton, Bracha Shapira +3 more
2022Knowledge-Based Systems25 citations
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Clustering Wi-Fi fingerprints for indoor–outdoor detection
Guy Shtar, Bracha Shapira, L. Rokach
2018Wireless networks24 citations Open access
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A Hybrid Approach for Automatic Model Recommendation
Roman Vainshtein, Asnat Greenstein-Messica, Gilad Katz, Bracha Shapira +1 more
2018International Conference on Information and Knowledge Management24 citations
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RecSys'16 Workshop on Deep Learning for Recommender Systems (DLRS)
Alexandros Karatzoglou, Balázs Hidasi, D. Tikk, Oren Sar Shalom +3 more
2016ACM Conference on Recommender Systems22 citations Open access
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Isolation forests and landmarking-based representations for clustering algorithm recommendation using meta-learning
I. Gabbay, Bracha Shapira, L. Rokach
2021Information Sciences21 citations
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Inferring Contextual Preferences Using Deep Auto-Encoding
Moshe Unger, Bracha Shapira, L. Rokach, Ariel Bar
2017User Modeling, Adaptation, and Personalization20 citations
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Utilizing transfer learning for in-domain collaborative filtering
Edita Grolman, Ariel Bar, Bracha Shapira, L. Rokach +1 more
2016Knowledge-Based Systems20 citations
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TTANAD: Test-Time Augmentation for Network Anomaly Detection
Seffi Cohen, Niv Goldshlager, Bracha Shapira, L. Rokach
2021Entropy19 citations Open access
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Product Bundle Identification using Semi-Supervised Learning
Hen Tzaban, Ido Guy, Asnat Greenstein-Messica, Arnon Dagan +2 more
2020Annual International ACM SIGIR Conference on Research and Development in Information Retrieval19 citations
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From Evaluating to Forecasting Performance: How to Turn Information Retrieval, Natural Language Processing and Recommender Systems into Predictive Sciences (Dagstuhl Perspectives Workshop 17442)
N. Ferro, N. Fuhr, G. Grefenstette, J. Konstan +17 more
2018Dagstuhl Manifestos19 citations
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The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction
N. Ferro, N. Fuhr, G. Grefenstette, J. Konstan +17 more
2018SIGF19 citations Open access
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Implicit Dimension Identification in User-Generated Text with LSTM Networks
Victor Makarenkov, Ido Guy, Niva Hazon, Tamar Meisels +2 more
2019Information Processing & Management18 citations Open access
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"Please, Not Now!": A Model for Timing Recommendations
Nofar Dali Betzalel, Bracha Shapira, L. Rokach
2015ACM Conference on Recommender Systems18 citations
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Analysis of Attack Graph Representations for Ranking Vulnerability Fixes
Tom Gonda, Tal Pascal, Rami Puzis, Guy Shani +1 more
2018Global Conference on Artificial Intelligence17 citations Open access
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Deep Context-Aware Recommender System Utilizing Sequential Latent Context
Amit Livne, Moshe Unger, Bracha Shapira, L. Rokach
2019arXiv.org16 citations
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From Royals to Vegans: Characterizing Question Trolling on a Community Question Answering Website
Ido Guy, Bracha Shapira
2018Annual International ACM SIGIR Conference on Research and Development in Information Retrieval15 citations
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An ensemble method for top-N recommendations from the SVD
David Ben-Shimon, L. Rokach, Bracha Shapira
2016Expert systems with applications15 citations
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Reducing preference elicitation in group decision making
Lihi Naamani-Dery, Meir Kalech, L. Rokach, Bracha Shapira
2016Expert systems with applications15 citations
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A deep learning framework for predicting burglaries based on multiple contextual factors
Adir Solomon, Mor Kertis, Bracha Shapira, L. Rokach
2022Expert systems with applications14 citations
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Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning
C. Yanai, Adir Solomon, Gilad Katz, Bracha Shapira +1 more
2022AAAI Conference on Artificial Intelligence14 citations Open access
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Identifying Informational vs. Conversational Questions on Community Question Answering Archives
Ido Guy, Victor Makarenkov, Niva Hazon, L. Rokach +1 more
2018Web Search and Data Mining14 citations
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Pretrained transformer models for predicting the withdrawal of drugs from the market
Eyal Mazuz, Guy Shtar, Nir Kutsky, L. Rokach +1 more
2023Bioinform.13 citations Open access
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Crime Linkage Based on Textual Hebrew Police Reports Utilizing Behavioral Patterns
Adir Solomon, Amit Magen, Simo Hanouna, Mor Kertis +2 more
2020International Conference on Information and Knowledge Management13 citations
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