Itai Dattner

Itai Dattner

University of Haifa

H-index: 12

Asia-Israel

About Itai Dattner

Itai Dattner, With an exceptional h-index of 12 and a recent h-index of 10 (since 2020), a distinguished researcher at University of Haifa, specializes in the field of Dynamical Systems, AI, ML, Digital Twins, Nonparametric Statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Physics-Guided Inverse Regression for Crop Quality Assessment

Modelling motion energy in psychotherapy: A dynamical systems approach

Modeling Motion Dynamics in Psychotherapy: a Dynamical Systems Approach

Digital twins and the future of precision mental health

Discussion of signature-based models of preventive maintenance

Expectation-Updating: Understanding the Dynamics of Expectancy in Psychotherapy for Depression

Model Selection for Ordinary Differential Equations: a Statistical Testing Approach

The role of statisticians in the response to COVID-19 in Israel: a holistic point of view

Itai Dattner Information

University

Position

___

Citations(all)

713

Citations(since 2020)

550

Cited By

325

hIndex(all)

12

hIndex(since 2020)

10

i10Index(all)

16

i10Index(since 2020)

12

Email

University Profile Page

University of Haifa

Google Scholar

View Google Scholar Profile

Itai Dattner Skills & Research Interests

Dynamical Systems

AI

ML

Digital Twins

Nonparametric Statistics

Top articles of Itai Dattner

Title

Journal

Author(s)

Publication Date

Physics-Guided Inverse Regression for Crop Quality Assessment

arXiv preprint arXiv:2403.08653

David Shulman

Assaf Israeli

Yael Botnaro

Ori Margalit

Oved Tamir

...

2024/3/13

Modelling motion energy in psychotherapy: A dynamical systems approach

British Journal of Mathematical and Statistical Psychology

Itai Dattner

2024/3

Modeling Motion Dynamics in Psychotherapy: a Dynamical Systems Approach

arXiv preprint arXiv:2307.10992

Itai Dattner

2023/7/12

Digital twins and the future of precision mental health

Frontiers in Psychiatry

Michael Spitzer

Itai Dattner

Sigal Zilcha-Mano

2023/3/13

Discussion of signature-based models of preventive maintenance

Mimi Zhang

Bin Liu

2023/2/28

Expectation-Updating: Understanding the Dynamics of Expectancy in Psychotherapy for Depression

Liron Rozenkrantz

Aleksandr Laskorunskiy

Sigal Zilcha-Mano

Itai Dattner

2023/9

Model Selection for Ordinary Differential Equations: a Statistical Testing Approach

arXiv preprint arXiv:2308.16438

Itai Dattner

Shota Gugushvili

Oleksandr Laskorunskyi

2023/8/31

The role of statisticians in the response to COVID-19 in Israel: a holistic point of view

Israel Journal of Health Policy Research

Itai Dattner

Reuven Gal

Yair Goldberg

Inbal Goldshtein

Amit Huppert

...

2022/4/20

A Robust Server-Effort Policy for Fluid Processing Networks

Harold Ship

Evgeny Shindin

Odellia Boni

Itai Dattner

2022/12/6

Data-driven clustering of infectious disease incidence into age groups

Statistical Methods in Medical Research

Rami Yaari

Amit Huppert

Itai Dattner

2022/12

A guided FP-Growth algorithm for mining multitude-targeted item-sets and class association rules in imbalanced data

Information Sciences

Lior Shabtay

Philippe Fournier-Viger

Rami Yaari

Itai Dattner

2021/4/1

The role of children in the spread of COVID-19: Using household data from Bnei Brak, Israel, to estimate the relative susceptibility and infectivity of children

PLoS computational biology

Itai Dattner

Yair Goldberg

Guy Katriel

Rami Yaari

Nurit Gal

...

2021/2/11

Separable nonlinear least-squares parameter estimation for complex dynamic systems

Complexity

Itai Dattner

Harold Ship

Eberhard O Voit

2020/4/2

See List of Professors in Itai Dattner University(University of Haifa)

Co-Authors

H-index: 36
Benjamin Reiser

Benjamin Reiser

University of Haifa

H-index: 26
Alexander Goldenshluger

Alexander Goldenshluger

University of Haifa

H-index: 20
Chris A.J. Klaassen

Chris A.J. Klaassen

Universiteit van Amsterdam

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