Mehul Motani

Mehul Motani

National University of Singapore

H-index: 42

Asia-Singapore

About Mehul Motani

Mehul Motani, With an exceptional h-index of 42 and a recent h-index of 20 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of AI and Machine Learning, Biomedical & Health Informatics, Information and Coding Theory, Wireless and Sensor Networks.

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

Multi-Level Symbolic Regression: Function Structure Learning for Multi-Level Data

Symbolic Regression Enhanced Decision Trees for Classification Tasks

Prognostication of Outcomes in Spontaneous Intracerebral Hemorrhage: A Propensity Score–Matched Analysis with Support Vector Machine

DistilSR: A Distilled Version of Gene Expression Programming Symbolic Regression

High-Performance OCC with Edge Processing on SPAD and Event-Based Cameras

Finite blocklength lossy source coding for discrete memoryless sources

Local intrinsic dimensional entropy

Developing an Artificial Intelligence-Driven Nudge Intervention to Improve Medication Adherence: A Human-Centred Design Approach

Mehul Motani Information

University

Position

___

Citations(all)

8934

Citations(since 2020)

2211

Cited By

7660

hIndex(all)

42

hIndex(since 2020)

20

i10Index(all)

137

i10Index(since 2020)

58

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Mehul Motani Skills & Research Interests

AI and Machine Learning

Biomedical & Health Informatics

Information and Coding Theory

Wireless and Sensor Networks

Top articles of Mehul Motani

Title

Journal

Author(s)

Publication Date

Multi-Level Symbolic Regression: Function Structure Learning for Multi-Level Data

Kei Sen Fong

Mehul Motani

2024/4/18

Symbolic Regression Enhanced Decision Trees for Classification Tasks

Proceedings of the AAAI Conference on Artificial Intelligence

Kei Sen Fong

Mehul Motani

2024/3/24

Prognostication of Outcomes in Spontaneous Intracerebral Hemorrhage: A Propensity Score–Matched Analysis with Support Vector Machine

World Neurosurgery

Mervyn Jun Rui Lim

Raphael Hao Chong Quek

Kai Jie Ng

Benjamin Yong-Qiang Tan

Leonard Leong Litt Yeo

...

2024/2/1

DistilSR: A Distilled Version of Gene Expression Programming Symbolic Regression

Kei Sen Fong

Mehul Motani

2023/7/15

High-Performance OCC with Edge Processing on SPAD and Event-Based Cameras

IEEE Communications Magazine

Lih Wei Chia

Mehul Motani

2023/12/12

Finite blocklength lossy source coding for discrete memoryless sources

Foundations and Trends® in Communications and Information Theory

Lin Zhou

Mehul Motani

2023/6/6

Local intrinsic dimensional entropy

Proceedings of the AAAI Conference on Artificial Intelligence

Rohan Ghosh

Mehul Motani

2023/6/26

Developing an Artificial Intelligence-Driven Nudge Intervention to Improve Medication Adherence: A Human-Centred Design Approach

Journal of medical systems

Jennifer Sumner

Anjali Bundele

Hui Wen Lim

Phillip Phan

Mehul Motani

...

2023/12/8

The role of intracranial pressure variability as a predictor of intracranial hypertension and mortality in critically ill patients

Journal of Neurosurgery

Emma Min Shuen Toh

Boshen Yan

Isis Claire Lim

Dylan Michael Yap

Wen Jun Wee

...

2023/5/19

Pointwise Sliced Mutual Information for Neural Network Explainability

Shelvia Wongso

Rohan Ghosh

Mehul Motani

2023/6/25

Learning, Fast and Slow: A Goal-Directed Memory-Based Approach for Dynamic Environments

John Chong Min Tan

Mehul Motani

2023/11/9

AP: Selective Activation for De-sparsifying Pruned Networks

Transactions on Machine Learning Research

Shiyu Liu

Rohan Ghosh

Mehul Motani

2023/5/15

Short-range medium-rate fleet communications using SPAD arrays

Lih-Wei Chia

Mehul Motani

2023/6/14

Large Language Model (LLM) as a System of Multiple Expert Agents: An Approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge

arXiv preprint arXiv:2310.05146

John Chong Min Tan

Mehul Motani

2023/10/8

Using sliced mutual information to study memorization and generalization in deep neural networks

Shelvia Wongso

Rohan Ghosh

Mehul Motani

2023/4/11

Generating synthetic data and training muzzle flash detection systems using GANs

Lih-Wei Chia

Mehul Motani

2023/6/13

Evolutionary Symbolic Regression: Mechanisms from the Perspectives of Morphology and Adaptability

Kei Sen Fong

Shelvia Wongso

Mehul Motani

2023/7/15

Multi-view Modelling of Longitudinal Health Data for Improved Prognostication of Colorectal Cancer Recurrence

Danliang Ho

Mehul Motani

2023/12/22

Multiple task resource allocation considering QoS in energy harvesting systems

IEEE Internet of Things Journal

Yanxin Yao

Yibo Chen

Han Yao

Zhengwei Ni

Mehul Motani

2023/1/2

Expandable SPAD-based real-time gun muzzle flash localization system using FPGAs and deep-learning

Lih-Wei Chia

Mehul Motani

2023/6/13

See List of Professors in Mehul Motani University(National University of Singapore)

Co-Authors

H-index: 182
HV Poor

HV Poor

Princeton University

H-index: 42
Chua Kee Chaing

Chua Kee Chaing

National University of Singapore

H-index: 38
Vincent Y. F. Tan

Vincent Y. F. Tan

National University of Singapore

H-index: 38
Mandar Chitre

Mandar Chitre

National University of Singapore

H-index: 36
Lav R. Varshney

Lav R. Varshney

University of Illinois at Urbana-Champaign

H-index: 36
Lawrence Wai-Choong Wong

Lawrence Wai-Choong Wong

National University of Singapore

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