Nevo Itzhak

12 papers A 1B 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Improving DNNs for time-series classification using state and gradient abstraction-based preprocessing.
Neural Comput. Appl.
Nevo Itzhak, Shahar Tal, Hadas Cohen, Osher Daniel, Roze Kopylov, Robert Moskovitch
2025 J jnl
Temporal ensemble of multiple patterns' instances for continuous prediction of events.
Mach. Learn.
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
2025 J jnl
Time-intervals-related pattern selection for continuous event prediction.
Pattern Recognit.
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
2024 J jnl
Comparing Visual Encodings for the Task of Anomaly Detection.
Int. J. Hum. Comput. Interact.
Meirav Taieb-Maimon, Eden Ya'akobi, Nevo Itzhak, Yossi Zaltsman
2024 A conf
Early Multiple Temporal Patterns Based Event Prediction in Heterogeneous Multivariate Temporal Data.
SDM
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
2024 J jnl
Event prediction by estimating continuously the completion of a single temporal pattern's instances.
J. Biomed. Informatics
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
2023 J jnl
Continuous prediction of a time intervals-related pattern's completion.
Knowl. Inf. Syst.
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
2023 — conf
Continuously Predicting the Completion of a Time Intervals Related Pattern.
PAKDD (1)
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
2023 J jnl
Prediction of acute hypertensive episodes in critically ill patients.
Artif. Intell. Medicine
Nevo Itzhak, Itai M. Pessach, Robert Moskovitch
2023 J jnl
Towards a User Privacy-Aware Mobile Gaming App Installation Prediction Model.
CoRR
Ido Zehori, Nevo Itzhak, Yuval Shahar, Mia Dor Schiller
2022 B conf
Classification of Univariate Time Series via Temporal Abstraction and Deep Learning.
IEEE Big Data
Nevo Itzhak, Shahar Tal, Hadas Cohen, Osher Daniel, Roze Kopylov, Robert Moskovitch
2020 B conf
Acute Hypertensive Episodes Prediction.
AIME
Nevo Itzhak, Aditya Nagori, Edo Lior, Maya Schvetz, Rakesh Lodha, Tavpritesh Sethi, Robert Moskovitch