Lior Rokach

Emailliorrkbgu.acil

Research activity per year

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

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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.

1 Similar Profiles

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
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 Jan 2025, (Accepted/In press) In: European Journal of Haematology.
Research output: Contribution to journal › Article › peer-review

Open Access
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, Rokach, L., Furlan, R., Aharon-Peretz, J., Falik-Zaccai, T. C. & Schwartz, M., 1 Dec 2025, In: Nature Communications. 16, 1, 3736.
Research output: Contribution to journal › Article › peer-review

Open Access
Wearable Sensors for Ensuring Sports Safety in Children with Autism Spectrum Disorder: A Comprehensive Review
Arbili, O., Rokach, L. & Cohen, S., 1 Mar 2025, In: Sensors. 25, 5, 1409.
Research output: Contribution to journal › Review article › peer-review

Open Access
Automated algorithm selection using meta-learning and pre-trained deep convolution neural networks
Dagan, I., Vainshtein, R., Katz, G. & Rokach, L., 1 May 2024, In: Information Fusion. 105, 102210.
Research output: Contribution to journal › Article › peer-review
2 Scopus citations
BagStacking: An Integrated Ensemble Learning Approach for Freezing of Gait Detection in Parkinson’s Disease
Cohen, S., Cohen-Inger, N. & Rokach, L., 1 Dec 2024, In: Information (Switzerland). 15, 12, 822.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
CLUSTER ANALYSIS: A Primer Using R
Rokach, L., 1 Jan 2024, World Scientific Publishing Co. 282 p.
Research output: Book/Report › Book › peer-review
1 Scopus citations
Empowering prediction of miRNA–mRNA interactions in species with limited training data through transfer learning
Hadad, E., Rokach, L. & Veksler-Lublinsky, I., 15 Apr 2024, In: Heliyon. 10, 7, e28000.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
Eravacycline, an antibacterial drug, repurposed for pancreatic cancer therapy: insights from a molecular-based deep learning model
Jabarin, A., Shtar, G., Feinshtein, V., Mazuz, E., Shapira, B., Ben-Shabat, S. & Rokach, L., 1 May 2024, In: Briefings in Bioinformatics. 25, 3, bbae108.
Research output: Contribution to journal › Article › peer-review

Open Access
4 Scopus citations
Evaluating Anomaly Explanations Using Ground Truth
Antwarg Friedman, L., Galed, C., Rokach, L. & Shapira, B., 1 Dec 2024, In: AI (Switzerland). 5, 4, p. 2375-2392 18 p.
Research output: Contribution to journal › Article › peer-review

Open Access

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.
9/01/25
1 item of Media coverage
Press/Media
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
New Data from Ben-Gurion University of the Negev Illuminate Findings in Machine Learning (Automated Algorithm Selection Using Meta-learning and Pre-trained Deep Convolution Neural Networks)
Rokach, L. & Katz, G.
23/09/24
1 item of Media coverage
Press/Media
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 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
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
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

Lior Rokach

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Adversarial evasion attacks detection for tree-based ensembles: A representation learning approach

CLLAF SCORE—A New Risk Score for Predicting Atrial Fibrillation in Treatment-Naive CLL Patients Initiating First- and Second-Generation BTK Inhibitor Therapy

Targeting CD38 immunometabolic checkpoint improves metabolic fitness and cognition in a mouse model of Alzheimer’s disease

Wearable Sensors for Ensuring Sports Safety in Children with Autism Spectrum Disorder: A Comprehensive Review

Automated algorithm selection using meta-learning and pre-trained deep convolution neural networks

BagStacking: An Integrated Ensemble Learning Approach for Freezing of Gait Detection in Parkinson’s Disease

CLUSTER ANALYSIS: A Primer Using R

Empowering prediction of miRNA–mRNA interactions in species with limited training data through transfer learning

Eravacycline, an antibacterial drug, repurposed for pancreatic cancer therapy: insights from a molecular-based deep learning model

Evaluating Anomaly Explanations Using Ground Truth

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)

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)

New Data from Ben-Gurion University of the Negev Illuminate Findings in Machine Learning (Automated Algorithm Selection Using Meta-learning and Pre-trained Deep Convolution Neural Networks)

Ben-Gurion University of the Negev Reports Findings in Bioinformatics (Predicting drug characteristics using biomedical text embedding)

Datasets and predictions for sRNA-mRNA interactions in E. coli - kGraphRNA, GraphRNA, sInterRF, and sInterXGB models

Datasets and predictions for sRNA-mRNA interactions in E. coli - kGraphRNA, GraphRNA, sInterRF, and sInterXGB models

Dataset of GraphRNA scores for sRNA-mRNA interactions in E. coli

Lior Rokach

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Research output

Press/Media

Datasets