Kalyani Mali

Kalyani Mali received B. Tech and M. Tech Degree in 1987 and 1989 from university of Calcutta, India and Ph.D Degree in Computer Science and Engineering from Jadavpur University, Kolkata, India in 2005. She joined faculty of Deptt. of Computer Science and and Engineering, University of Kalyani, India in 1992. She currently holds the rank of Professor. Her current research interests include Pattern Recognition, Image Processing, Data Mining and Soft Computing. She has published 50 journal papers.

Publications

An Overview of Biomedical Image Analysis From the Deep Learning Perspective
An Overview of Biomedical Image Analysis From the Deep Learning Perspective
Shouvik Chakraborty, Kalyani Mali. © 2023. 17 pages.
Biomedical image analysis methods are gradually shifting towards computer-aided solutions from manual investigations to save time and improve the quality of the diagnosis. Deep...
Intelligent Computing in Medical Imaging: A Study
Intelligent Computing in Medical Imaging: A Study
Shouvik Chakraborty, Sankhadeep Chatterjee, Amira S. Ashour, Kalyani Mali, Nilanjan Dey. © 2021. 17 pages.
Biomedical imaging is considered main procedure to acquire valuable physical information about the human body and some other biological species. It produces specialized images of...
Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition: Emerging Research and Opportunities
Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition: Emerging Research and Opportunities
Shouvik Chakraborty, Kalyani Mali. © 2020. 271 pages.
Computer vision and object recognition are two technological methods that are frequently used in various professional disciplines. In order to maintain high levels of quality and...
A Robust Image Encryption Method Using Chaotic Skew-Tent Map
A Robust Image Encryption Method Using Chaotic Skew-Tent Map
Mousomi Roy, Shouvik Chakraborty, Kalyani Mali. © 2020. 29 pages.
Encryption is one of the most frequently used tools in data communications to prevent unwanted access to the data. In the field of image encryption, chaos-based encryption...
An Overview of Biomedical Image Analysis From the Deep Learning Perspective
An Overview of Biomedical Image Analysis From the Deep Learning Perspective
Shouvik Chakraborty, Kalyani Mali. © 2020. 22 pages.
Biomedical image analysis methods are gradually shifting towards computer-aided solutions from manual investigations to save time and improve the quality of the diagnosis. Deep...
Intelligent Computing in Medical Imaging: A Study
Intelligent Computing in Medical Imaging: A Study
Shouvik Chakraborty, Sankhadeep Chatterjee, Amira S. Ashour, Kalyani Mali, Nilanjan Dey. © 2018. 21 pages.
Biomedical imaging is considered main procedure to acquire valuable physical information about the human body and some other biological species. It produces specialized images of...
High Order Time Series Forecasting Using Fuzzy Discretization
High Order Time Series Forecasting Using Fuzzy Discretization
Mahua Bose, Kalyani Mali. © 2018. 20 pages.
In recent years, various methods for forecasting fuzzy time series have been presented in different areas, such as stock price, enrollments, weather, production etc. It is...
Application of Fuzzy Sets and Shadowed Sets in Predicting Time Series Data
Application of Fuzzy Sets and Shadowed Sets in Predicting Time Series Data
Mahua Bose, Kalyani Mali. © 2018. 19 pages.
In recent years, several methods for forecasting fuzzy time series have been presented in different areas, such as stock price, student enrollments, climatology, production...