Research output per year
Research output per year
Personal profile
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Dive into the research topics where Lior Rokach is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Improving Pricing Recommendations Using Nearest Neighbors Retrieval Via Contrastive Learning and Hard Negatives Mining
Mazuz, E., Fuchs, G., Nus, A., Rokach, L. & Shapira, B., 1 Jan 2026, Machine Learning and Knowledge Discovery in Databases. Research Track and Applied Data Science Track - European Conference, ECML PKDD 2025, Proceedings. Pfahringer, B., Japkowicz, N., Larrañaga, P., Ribeiro, R. P., Dutra, I., Jorge, A. M., Soares, C., Gama, J., Pechenizkiy, M., Cortez, P., Pashami, S. & Abreu, P. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 492-507 16 p. (Lecture Notes in Computer Science; vol. 16020 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Adversarial evasion attacks detection for tree-based ensembles: A representation learning approach
Braun, G., Cohen, S. & Rokach, L., 1 Jun 2025, In: Information Fusion. 118, 102964.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Chronic lymphocytic leukemia and associated chronic lung diseases
Tadmor, T., Hardak, E., Melamed, G., Alapi, H. & Rokach, L., 29 May 2025, In: Haematologica. 110, 11, p. 2673-2682 10 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
CLLAF SCORE—A New Risk Score for Predicting Atrial Fibrillation in Treatment-Naive CLL Patients Initiating First- and Second-Generation BTK Inhibitor Therapy
Tadmor, T., Melamed, G., Alapi, H. & Rokach, L., 1 Jun 2025, In: European Journal of Haematology. 114, 6, p. 1011-1019 9 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
DiFair-LLM: Evaluating Fairness Disparities in LLMs Toward Demographic Groups
Cohen-Inger, N., Zaady, R., Solomon, A., Rokach, L. & Shapira, B., 21 Oct 2025, ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. Lynce, I., Murano, N., Vallati, M., Villata, S., Chesani, F., Milano, M., Omicini, A. & Dastani, M. (eds.). IOS Press BV, p. 1027-1034 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 413).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Forget What You Know about LLMs Evaluations -- LLMs are Like a Chameleon
Cohen-Inger, N., Elisha, Y., Shapira, B., Rokach, L. & Cohen, S., 11 Feb 2025.Research output: Working paper/Preprint › Preprint
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GNNs and ensemble models enhance the prediction of new sRNA-mRNA interactions in unseen conditions
Cohen, S., Rokach, L. & Veksler-Lublinsky, I., 1 Dec 2025, In: BMC Bioinformatics. 26, 1, 131.Research output: Contribution to journal › Article › peer-review
Open Access -
Intake of benzodiazepines in treatment naïve chronic lymphocytic leukemia patients is associate with a shorter time to first treatment
Tadmor, T., Lavie, G., Melamed, G., Alapi, H. & Rokach, L., 1 Jan 2025, In: Leukemia and Lymphoma. 66, 9, p. 1682-1687 6 p.Research output: Contribution to journal › Article › peer-review
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Intake of Proton Pump Inhibitors Is Associated with a Shorter Time to First Treatment in Early-Stage Chronic Lymphocytic Leukemia
Tadmor, T., Melamed, G., Alapi, H., Gazit, S., Patalon, T. & Rokach, L., 1 Nov 2025, In: Acta Haematologica. 148, 6, p. 722-728 7 p.Research output: Contribution to journal › Article › peer-review
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Targeting CD38 immunometabolic checkpoint improves metabolic fitness and cognition in a mouse model of Alzheimer’s disease
Peralta Ramos, J. M., Castellani, G., Kviatcovsky, D., Croese, T., Tsitsou-Kampeli, A., Burgaletto, C., Abellanas, M. A., Cahalon, L., Phoebeluc Colaiuta, S., Salame, T. M., Kuperman, Y., Savidor, A., Itkin, M., Malitsky, S., Ovadia, S., Ferrera, S., Kalfon, L., Kadmani, S., Samra, N. & Paz, R. & 5 others, , 1 Dec 2025, In: Nature Communications. 16, 1, 3736.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations
Press/Media
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Research on Parkinson's Disease Detailed by Researchers at Ben-Gurion University of the Negev (BagStacking: An Integrated Ensemble Learning Approach for Freezing of Gait Detection in Parkinson's Disease)
Rokach, L., Cohen, S. & Cohen Inger, N.
9/01/25
1 item of Media coverage
Press/Media
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Ben-Gurion University of the Negev Reports Findings in Rare Diseases and Conditions (Tissue-aware interpretation of genetic variants advances the etiology of rare diseases)
Birk, O., Chalifa-Caspi, V., Yeger-Lotem, E. & Rokach, L.
1/10/24
1 item of Media coverage
Press/Media
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Ben-Gurion University of the Negev Reports Findings in Bioinformatics (Predicting drug characteristics using biomedical text embedding)
Rokach, L., Shapira, B. & Mazuz, E. Z.
20/12/22
1 item of Media coverage
Press/Media
Datasets
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Dataset of GraphRNA scores for sRNA-mRNA interactions in E. coli
Cohen, S. (Creator), Rokach, L. (Creator) & Veksler-Lublinsky, I. (Creator), ZENODO, 15 Nov 2023
DOI: 10.5281/zenodo.10134391, https://zenodo.org10134391
Dataset
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Datasets and predictions for sRNA-mRNA interactions in E. coli - kGraphRNA, GraphRNA, sInterRF, and sInterXGB models
Cohen, S. (Creator), Rokach, L. (Creator) & Veksler-Lublinsky, I. (Creator), ZENODO, 2024
DOI: 10.5281/zenodo.14030380, https://zenodo.org/records/14030380
Dataset
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Datasets and predictions for sRNA-mRNA interactions in E. coli - kGraphRNA, GraphRNA, sInterRF, and sInterXGB models
Cohen, S. (Creator), Rokach, L. (Creator) & Veksler-Lublinsky, I. (Creator), ZENODO, 2024
DOI: 10.5281/zenodo.14590335, https://zenodo.org/records/14590335
Dataset