Department of Industrial Engineering

2024

A Comparative Analysis of Discrete Entropy Estimators for Large-Alphabet Problems

Pinchas, A., Ben-Gal, I. & Painsky, A., May 2024, In: Entropy. 26, 5, 369.

Research output: Contribution to journal › Article › peer-review

Open Access

A decision tree-based method for ordinal classification problems

Marudi, M., Ben-Gal, I. & Singer, G., 2024, In: IISE Transactions. 56, 9, p. 960-974 15 p.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

A ride time-oriented scheduling algorithm for dial-a-ride problems

Bongiovanni, C., Geroliminis, N. & Kaspi, M., May 2024, In: Computers and Operations Research. 165, 106588.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Scopus citations

A wearable sensor and machine learning estimate step length in older adults and patients with neurological disorders

Zadka, A., Rabin, N., Gazit, E., Mirelman, A., Nieuwboer, A., Rochester, L., Del Din, S., Pelosin, E., Avanzino, L., Bloem, B. R., Della Croce, U., Cereatti, A. & Hausdorff, J. M., Dec 2024, In: npj Digital Medicine. 7, 1, 142.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Can Previews Mitigate the Effect of Interruptions? Findings from a Lab Experiment under Various Workloads

Bolton, F. J., Te’eni, D. & Toch, E., 2024, In: International Journal of Human-Computer Interaction. 40, 4, p. 956-964 9 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Changes in behavior and biomarkers during the diagnostic decision period for COVID-19, influenza, and group A streptococcus (GAS): a two-year prospective cohort study in Israel

Snir, S., Chen, Y., Yechezkel, M., Patalon, T., Shmueli, E., Brandeau, M. L. & Yamin, D., Jul 2024, In: The Lancet Regional Health - Europe. 42, 100934.

Research output: Contribution to journal › Article › peer-review

Open Access

ChatGPT in the public eye: Ethical principles and generative concerns in social media discussions

Cohen, M., Khavkin, M., Movsowitz Davidow, D. & Toch, E., 2024, (Accepted/In press) In: New Media and Society.

Research output: Contribution to journal › Article › peer-review

Open Access

Classification of hand and wrist movements via surface electromyogram using the random convolutional kernels transform

Ovadia, D., Segal, A. & Rabin, N., Dec 2024, In: Scientific Reports. 14, 1, 4134.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Cleaning house or quiet quitting? Large-scale analysis of account deletion behaviour on Tumblr

Sarig, R., Wolff, R. & Toch, E., 2024, (Accepted/In press) In: Behaviour and Information Technology.

Research output: Contribution to journal › Article › peer-review

Open Access

Combining thermal imaging and machine learning to noninvasively characterize palm perfusion during local blood pressure changes

Muller, I., Ovadia-Blechman, Z., Moyal, N., Darchi, N., Hoffer, O., Halak, M. & Rabin, N., Jun 2024, In: Biomedical Signal Processing and Control. 92, 106109.

Research output: Contribution to journal › Article › peer-review

Comparison of physiological and clinical reactions to COVID-19 and influenza vaccination

Yechezkel, M., Qian, G., Levi, Y., Davidovitch, N., Shmueli, E., Yamin, D. & Brandeau, M. L., Dec 2024, In: Communications Medicine. 4, 1, 169.

Research output: Contribution to journal › Article › peer-review

Open Access

Conceal or reveal: (non)disclosure choices in online information sharing

Shulman, Y., Kitkowska, A., Warner, M. & Meyer, J., 2024, (Accepted/In press) In: Behaviour and Information Technology.

Research output: Contribution to journal › Article › peer-review

Open Access

Confidence Intervals for Parameters of Unobserved Events

Painsky, A., 2024, (Accepted/In press) In: Journal of the American Statistical Association.

Research output: Contribution to journal › Article › peer-review

Open Access

Cross-validated tree-based models for multi-target learning

Nissenbaum, Y. & Painsky, A., 2024, In: Frontiers in Artificial Intelligence. 7, 1302860.

Research output: Contribution to journal › Article › peer-review

Open Access

Curious Feature Selection-Based Clustering

Moran, M. & Gordon, G., 2024, (Accepted/In press) In: IEEE Transactions on Artificial Intelligence. p. 1-13 13 p.

Research output: Contribution to journal › Article › peer-review

Deep Curious Feature Selection: A Recurrent, Intrinsic-Reward Reinforcement Learning Approach to Feature Selection

Moran, M. & Gordon, G., 1 Mar 2024, In: IEEE Transactions on Artificial Intelligence. 5, 3, p. 1174-1184 11 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Deviations from optimal storage temperature and its impact on postharvest quality of table grape cv. Scarlotta Seedless

Owoyemi, A., Balaklav, M., Kochanek, B., Porat, R., Koenigstein, N., Salzer, Y. & Lichter, A., Sep 2024, In: Postharvest Biology and Technology. 215, 113013.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Distinguishing the Leading Agents in Classification Problems Using the Entropy-Based Metric

Kagan, E. & Ben-Gal, I., Apr 2024, In: Entropy. 26, 4, 318.

Research output: Contribution to journal › Article › peer-review

Open Access

Dual mode scheduling in volunteer management

Escallon-Barrios, M., Noham, R. & Smilowitz, K., Apr 2024, In: Socio-Economic Planning Sciences. 92, 101796.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Dynamic artist-based embeddings with application to playlist generation

Shuhendler, R. & Rabin, N., Mar 2024, In: Engineering Applications of Artificial Intelligence. 129, 107604.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Fairness-Driven Private Collaborative Machine Learning

Pessach, D., Tassa, T. & Shmueli, E., 22 Feb 2024, In: ACM Transactions on Intelligent Systems and Technology. 15, 2, p. 1-30 30 p., 27.

Research output: Contribution to journal › Article › peer-review

Open Access

Gamekeeper: Online Learning for Admission Control of Networked Open Multiagent Systems

Bistritz, I. & Bambos, N., 2024, (Accepted/In press) In: IEEE Transactions on Automatic Control. p. 1-16 16 p.

Research output: Contribution to journal › Article › peer-review

Good-bootstrap: simultaneous confidence intervals for large alphabet distributions

Marton, D. & Painsky, A., 2024, (Accepted/In press) In: Journal of Nonparametric Statistics.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Image detection using combinatorial auction

Anuk, S., Bendory, T. & Painsky, A., 2024, (Accepted/In press) In: IEEE Open Journal of Signal Processing. p. 1-9 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Incorporating artificial intelligence in portable infrared thermal imaging for the diagnosis and staging of nonalcoholic fatty liver disease

Davidov, Y., Brzezinski, R. Y., Kaufmann, M. I., Likhter, M., Hod, T., Pappo, O., Zimmer, Y., Ovadia-Blechman, Z., Rabin, N., Barlev, A., Berman, O., Ben Ari, Z. & Hoffer, O., 2024, (Accepted/In press) In: Journal of Biophotonics.

Research output: Contribution to journal › Article › peer-review

Modeling users’ heterogeneous taste with diversified attentive user profiles

Barkan, O., Shaked, T., Fuchs, Y. & Koenigstein, N., Apr 2024, In: User Modeling and User-Adapted Interaction. 34, 2, p. 375-405 31 p.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Neural Joint Entropy Estimation

Shalev, Y., Painsky, A. & Ben-Gal, I., 1 Apr 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 4, p. 5488-5500 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Scopus citations

Non-ionizing measurement and quantification of bell-shaped chests in spinal muscular atrophy: a pilot study

Amirav, I., Rabin, N., Levi, S., Har-Even Cohn, R., Lior, Y., Shiran, S., Sagi, L., Fatal, A., Zvirin, A., Honen, Y., Lavie, M. & Kimmel, R., 14 Mar 2024, In: Frontiers in Pediatrics. 12, 1256445.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Power distribution in developing countries — Planning for effectiveness and equity

Sarid, A. S., Glynn, P. W. & Tzur, M., Feb 2024, In: Omega (United Kingdom). 123, 102976.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Prediction and detection of side effects severity following COVID-19 and influenza vaccinations: utilizing smartwatches and smartphones

Levi, Y., Brandeau, M. L., Shmueli, E. & Yamin, D., Dec 2024, In: Scientific Reports. 14, 1, 6012.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Risk Factors Associated With de Quervain Tenosynovitis in Postpartum Women

Daglan, E., Morgan, S., Yechezkel, M., Rutenberg, T. F., Shemesh, S., Iordache, S. D. & Kadar, A., Jun 2024, In: Hand. 19, 4, p. 643-647 5 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Selective Access to Decision Support as a Function of Event Uncertainty

Ben Yaakov, Y., McCarley, J. S. & Meyer, J., 2024, (Accepted/In press) In: Human Factors.

Research output: Contribution to journal › Article › peer-review

Open Access

Sequencing heterogeneous orders in Bucket Brigade order-picking lines

Bukchin, Y., Hanany, E. & Khmelnitsky, E., 2024, (Accepted/In press) In: IISE Transactions.

Research output: Contribution to journal › Article › peer-review

Open Access

Smartphone-based detection of COVID-19 and associated pneumonia using thermal imaging and a transfer learning algorithm

Hoffer, O., Brzezinski, R. Y., Ganim, A., Shalom, P., Ovadia-Blechman, Z., Ben-Baruch, L., Lewis, N., Peled, R., Shimon, C., Naftali-Shani, N., Katz, E., Zimmer, Y. & Rabin, N., 2024, (Accepted/In press) In: Journal of Biophotonics.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

The Dynamic Pickup and Allocation with Fairness Problem

Neria, G. & Tzur, M., 2024, In: Transportation Science. 58, 4, p. 821-840 20 p.

Research output: Contribution to journal › Article › peer-review

Tokenization of distributed insurance by auction

Feng, R., Kim, S. & Painsky, A., 2024, (Accepted/In press) In: Japanese Journal of Statistics and Data Science.

Research output: Contribution to journal › Article › peer-review

Utilizing direct and indirect information to improve the COVID-19 vaccination booster scheduling

Dery, Y., Yechezkel, M., Ben-Gal, I. & Yamin, D., Dec 2024, In: Scientific Reports. 14, 1, 8089.

Research output: Contribution to journal › Article › peer-review

Open Access

2023

Anticipatory rebalancing of RoboTaxi systems

Tavor, S. & Raviv, T., Aug 2023, In: Transportation Research Part C: Emerging Technologies. 153, 104196.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Beyond Metrics: Navigating AI through Sustainable Paradigms

Ofek, N. & Maimon, O., Dec 2023, In: Sustainability (Switzerland). 15, 24, 16789.

Research output: Contribution to journal › Article › peer-review

Open Access

Characterizing Movement Patterns of Older Individuals with T2D in Free-Living Environments Using Wearable Accelerometers

Yahalom-Peri, T., Bogina, V., Basson-Shleymovich, Y., Azmon, M., Kuflik, T., Kodesh, E., Volpato, S. & Cukierman-Yaffe, T., Dec 2023, In: Journal of Clinical Medicine. 12, 23, 7404.

Research output: Contribution to journal › Article › peer-review

Open Access

Decision making for basketball clutch shots: A data driven approach

Eppel, Y., Kaspi, M. & Painsky, A., 2023, In: Journal of Sports Analytics. 9, 3, p. 245-260 16 p.

Research output: Contribution to journal › Article › peer-review

Detecting Non-Overlapping Signals with Dynamic Programming

Roth, M., Painsky, A. & Bendory, T., Feb 2023, In: Entropy. 25, 2, 250.

Research output: Contribution to journal › Article › peer-review

Open Access

Detection of Hidden Moving Targets by a Group of Mobile Agents with Deep Q-Learning

Matzliach, B., Ben-Gal, I. & Kagan, E., Aug 2023, In: Robotics. 12, 4, 103.

Research output: Contribution to journal › Article › peer-review

Open Access

Detrimental network effects in privacy: A graph-theoretic model for node-based intrusions

Houssiau, F., Sapieżyński, P., Radaelli, L., Shmueli, E. & de Montjoye, Y. A., 13 Jan 2023, In: Patterns. 4, 1, 100662.

Research output: Contribution to journal › Article › peer-review

Open Access

EMG-based speech recognition using dimensionality reduction methods

Ratnovsky, A., Malayev, S., Ratnovsky, S., Naftali, S. & Rabin, N., Jan 2023, In: Journal of Ambient Intelligence and Humanized Computing. 14, 1, p. 597-607 11 p.

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

Evaluating organizational phishing awareness training on an enterprise scale

Hillman, D., Harel, Y. & Toch, E., Sep 2023, In: Computers and Security. 132, 103364.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Forecasting CPI inflation components with Hierarchical Recurrent Neural Networks

Barkan, O., Benchimol, J., Caspi, I., Cohen, E., Hammer, A. & Koenigstein, N., 1 Jul 2023, In: International Journal of Forecasting. 39, 3, p. 1145-1162 18 p.

Research output: Contribution to journal › Article › peer-review

Open Access