Uttam Kumar

About Uttam Kumar

Uttam Kumar, With an exceptional h-index of 17 and a recent h-index of 11 (since 2020), a distinguished researcher at International Institute of Information Technology Bangalore, specializes in the field of Data Mining, Remote Sensing, Digital Image Processing, Spatio-temporal Data Analysis.

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

An ensemble neural network approach to forecast Dengue outbreak based on climatic condition

Searching for a new probability distribution for modeling non-scale-free heavy-tailed real-world networks

Comparative Analysis of Unsupervised Pre-Training Models for LULC Classification With Limited Labelled Data

Topological assessment of road transportation network

Van der Pol-informed Neural Networks for Multi-step-ahead Forecasting of Extreme Climatic Events

Predicting Urban Expansion Using A Patch-Generating Land Use Simulation (PLUS) Model: A Case Study of Bangalore City, India

Incremental learning of plant diseases and new plant types: moving towards a smart agriculture system

Data Generation with Structure Enforcing Adversarial Learning

Uttam Kumar Information

University

Position

___

Citations(all)

1223

Citations(since 2020)

509

Cited By

1140

hIndex(all)

17

hIndex(since 2020)

11

i10Index(all)

30

i10Index(since 2020)

14

Email

University Profile Page

International Institute of Information Technology Bangalore

Google Scholar

View Google Scholar Profile

Uttam Kumar Skills & Research Interests

Data Mining

Remote Sensing

Digital Image Processing

Spatio-temporal Data Analysis

Top articles of Uttam Kumar

Title

Journal

Author(s)

Publication Date

An ensemble neural network approach to forecast Dengue outbreak based on climatic condition

Chaos, Solitons & Fractals

Madhurima Panja

Tanujit Chakraborty

Sk Shahid Nadim

Indrajit Ghosh

Uttam Kumar

...

2023/2/1

Searching for a new probability distribution for modeling non-scale-free heavy-tailed real-world networks

Authorea Preprints

Tanujit Chakraborty

Swarup Chattopadhyay

Suchismita Das

Uttam Kumar

Senthilnath Jayavelu

2023/10/30

Comparative Analysis of Unsupervised Pre-Training Models for LULC Classification With Limited Labelled Data

Deeksha Aggarwal

Uttam Kumar

Rikhil Gupta

2023/12/10

Topological assessment of road transportation network

Cognitive Sensing Technologies and Applications

Rahisha Thottolil

Uttam Kumar

2023

Van der Pol-informed Neural Networks for Multi-step-ahead Forecasting of Extreme Climatic Events

Anurag Dutta

Madhurima Panja

Uttam Kumar

Chittaranjan Hens

Tanujit Chakraborty

2023/10/28

Predicting Urban Expansion Using A Patch-Generating Land Use Simulation (PLUS) Model: A Case Study of Bangalore City, India

Rahisha Thottolil

Uttam Kumar

Aswathi Mundayatt

2023/12/10

Incremental learning of plant diseases and new plant types: moving towards a smart agriculture system

Cognitive Sensing Technologies and Applications

Yash Mittal

Uttam Kumar

2023

Data Generation with Structure Enforcing Adversarial Learning

Indu Solomon

Uttam Kumar

Senthilnath Jayavelu

2023/10/8

Online Incremental Machine Learning Model For Multi-Sensor and Multi-Temporal Satellite Data: A Case Study of Bangalore

Yash Mittal

Uttam Kumar

Deeksha Aggarwal

2023/12/10

Topological Classification of Small and Medium Sized Urban Road Networks-A Case Study of Indian Cities

Rahisha Thottolil

Uttam Kumar

2023/7/16

Prediction of transportation index for urban patterns in small and medium-sized Indian cities using hybrid RidgeGAN model

Scientific Reports

Rahisha Thottolil

Uttam Kumar

Tanujit Chakraborty

2023/12/10

Fast Wavelet Transform

Indu Solomon

Uttam Kumar

2023/7/14

Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting

Madhurima Panja

Tanujit Chakraborty

Uttam Kumar

Abdenour Hadid

2023/11/20

Graph Mathematical Morphology

Rahisha Thottolil

Uttam Kumar

2022

Automatic Building Footprint Extraction using Random Forest Algorithm from High Resolution Google Earth Images: A Feature-Based Approach

Rahisha Thottolil

Uttam Kumar

2022/7/8

Data Dictionary

Madhurima Panja

Tanujit Chakraborty

Uttam Kumar

2022/11/10

PARNN: A Probabilistic Autoregressive Neural Network Framework for Accurate Forecasting

arXiv preprint arXiv:2204.09640

Madhurima Panja

Tanujit Chakraborty

Uttam Kumar

Abdenour Hadid

2022/4/1

Searching for heavy-tailed probability distributions for modeling real-world complex networks

IEEE Access

Tanujit Chakraborty

Swarup Chattopadhyay

Suchismita Das

Uttam Kumar

J Senthilnath

2022/11/1

Highly Robust Supervised Deep Learning-Based Model for Faster History Matching and Forecasting

M Pal

P Patil

J Chahar

U Kumar

L Veščiūnas

2022/3/23

Data Oversampling with Structure Preserving Variational Learning

Indu Solomon

Senthilnath Jayavelu

Md Meftahul Ferdaus

Uttam Kumar

2022/10/17

See List of Professors in Uttam Kumar University(International Institute of Information Technology Bangalore)

Co-Authors

H-index: 72
Ralph Dubayah

Ralph Dubayah

University of Maryland

H-index: 65
Dr. T. V. Ramachandra, Ph.D. (IISc), FIE, FNIE

Dr. T. V. Ramachandra, Ph.D. (IISc), FIE, FNIE

Indian Institute of Science

H-index: 57
Clement Atzberger

Clement Atzberger

Universität für Bodenkultur Wien

H-index: 32
Laura Duncanson

Laura Duncanson

University of Maryland, Baltimore

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