Prof. Dr. Aloke Kumar Saha
Professor
1247
citations
PhD
None
Publications
Total Publications
78
Q1 Publications
3
Last 2 Years (Excl. Current)
15
This Year
0
A benchmark video dataset for fall detection, Data in Brief
2025"Descriptor: Multilingual Visual Font Recognition Dataset"
2025Enhancing Gall Bladder Cancer Detection by Privacy-Preserving Federated Learning: A Comprehensive CSV-Based Classification Approach
2025Exploring Feature Selection Techniques in Predicting Indian Household Electricity Consumption. In: Abedin, M.Z., Yong, W. (eds) Machine Learning Technologies on Energy Economics and Finance. International Series in Operations Research & Management Science
2025Green Driving: Harnessing Machine Learning to Predict Vehicle Carbon Footprints and Interpreting Results with Explainable AI. In: Abedin, M.Z., Yong, W. (eds) Machine Learning Technologies on Energy Economics and Finance. International Series in Operations Research & Management Science
2025Modeling Nuclear Fusion Reaction Occurrence with Advanced Deep Learning Techniques: Insights from LIME and SMOTE. In: Abedin, M.Z., Yong, W. (eds) Machine Learning Technologies on Energy Economics and Finance. International Series in Operations Research & Management Science
2025Predicting Solar Radiation: A Fusion Approach with CatBoost and Random Forest Ensemble Enhance by Explainable AI. In: Abedin, M.Z., Yong, W. (eds) Machine Learning Technologies on Energy Economics and Finance. International Series in Operations Research & Management Science
2025A comprehensive approach to detecting chemical adulteration in fruits using computer vision, deep learning, and chemical sensors
2024Advancing Cancer Diagnosis with LungColonGuard: A Deep Learning Framework For Lung and Colon Cancer Detection From Histopathological Image. In: Mylonas, P., Kardaras, D., Caro, J. (eds) Novel and Intelligent Digital Systems: Proceedings of the 4th International Conference (NiDS 2024)
2024Computer vision based deep learning approach for toxic and harmful substances detection in fruits
2024Explainable federated learning for privacy-preserving bangla sign language detection
2024Modeling of 5G-Enabled Hybrid Visible Light Communication Systems for Autonomous Vehicles
2024Okkhor-Diffusion: Class Guided Generation of Bangla Isolated Handwritten Characters Using Denoising Diffusion Probabilistic Model (DDPM)
2024QBNet: A Lightweight Quantized Model for Dynamic Banana Disease Recognition. In: Mylonas, P., Kardaras, D., Caro, J. (eds) Novel and Intelligent Digital Systems: Proceedings of the 4th International Conference (NiDS 2024)
2024Three-dimensional User Authentication Comprising Graphical Pattern, Iris Recognition, and One-time Password for ATM Transactions
2024“An Anti-Counterfeiting Architecture Ensuring Authenticity and Traceability for Expensive Medicines Using QR Codes”
2023An Efficient Technique for Recognizing Tomato Leaf Disease Based on the Most Effective Deep CNN Hyperparameters
2023“Development of Interactive Data Visualization System in Three-Dimensional Immersive Space
2023“Facial Image Generation from Bangla Textual Description using DCGAN and Bangla FastText”
2023HQA-Data: A historical question answer generation dataset from previous multi perspective conversation
2023Mukh-Oboyob: Stable Diffusion and BanglaBERT enhanced Bangla Text-to-Face Synthesis
2023"Privacy-Preserving On-Screen Activity Tracking and Classification in E-Learning Using Federated Learning,"
2023A Data Collision Avoidance and Delay-Energy Efficient Mac Protocol for Wireless Body Area Network", Journal of Theoretical and Applied Information Technology (JATIT)
2022CapNet: An Encoder-Decoder based Neural Network Model for Automatic Bangla Image Caption Generation
2022Deep-BERT: Transfer Learning for Classifying Multilingual Offensive Texts on Social Media
2022"Text to Speech Synthesis: A Systematic Review, Deep Learning Based Architecture and Future Research Direction
2022A Delay-tolerant MAC Protocol for Emergency Care in WBAN Considering Preemptive and Non-preemptive Methods
2021Automatic formulation and optimization of linear problems from a structured paragraph
2021CNN-NSVM Architecture for Skin Lesion Classification Using Non-Dermoscopic Digital Image
2021Eliminating racial bias at the time of detection Melanoma using Convolution Neural Network (CNN)
2021“BLU: An Interactive Loving Pet Robot”, 6 th IEEE International Women in Engineering (WIE)
2020Identification of Extreme Guilt and Grave Fault in Bengali Language
2020Identification of Extreme Guilt and Grave Fault in Bengali Language using Machine Learning
2020Handwritten Signature Verification Using CNN with Data Augmentation
2019Identification of Expectancy, Proximity, and Compatibility of the Bengali Language
2019A Novel Lossless Coding Technique for Image Compression
2018“Information Extraction from Natural Language Using Universal Networking Language
2018“A Bangla Semantic Parser Using Context-Free-Grammar”
2017"A New Approach to Enhance Internet Banking Security"
2017Creating a Bangla Enconversion Module for Generating UNL Expression from Bangla Bagdhara (Phrase and Idoms)
2017“Data Extraction from Natural Language Using Universal Networking Language”
2017Design and Implementation of an efficient DeConverter for generating Bangla sentences from UNL Expression
2015Design And Implementation Of An Efficient Enconverter For Bangla Language
2015Analysis of Bangla Root words for Universal Networking Language (UNL)
2014Hanoi: An Embedded System for Tower of Hanoi Puzzle
2014New Approach of Solving Semantic Ambiguity Problem of Bangla Root Words Using Universal Networking Language (UNL)
2014Solving Semantic Problem of Phrases in NLP Using Universal Networking Language (UNL)
2014A Novel and Efficient Data Structure to Facilitate Dictionary Search using Wildcards
2013Attribute Analysis for Bangla Words for Universal Networking Language (UNL)
2013Cloud Computing Services for IT and Business
2013A New Approach of Developing a Deconverting rules for Bangla Language
2012Experimental Evaluation of parallelism in real time execution
2012Semantic Analysis of Bangla Language for Developing A UNL Deconverter
2012Specification of UNL Deconverter for Bangla Language
2012An Artificial Tongue for Taste sensor Based on Neural Network
2011Applying Data Mining to Predict New Subscriber Activation in Telecom Companies
2011A Practical Solution for Robotic Arm of the Towers of Hanoi Problem
2011A Practical Solution for Robotic Arm of the Towers of Hanoi Problem
2011Design and Implementation of an Efficiant Natural Algorithm to Solve Towers of Hanoi Puzzle having Multiple Towers & Disks
2011Design and Implementation of an Efficient Natural Algorithm to Solve Towers of Hanoi Puzzle having Multiple Towers & Disks
2011Development of analysis rules for bangla part of speech for universal networking language
2011Event Detection from Video Streams”, International Journal of Computer and Information Technology (IJCIT)
2011JXTA & Web Services Using Secret Key Based Encryption
2011Phone Segmentation for Japanese Triphthong using Neural Networks
2011An Approach of Line Scan Conversion Based on Multiple Segments
2010An approach of Location Management GSM using GIS
2010A New Approach of Iterative Deepening Bi-Directional Heuristic Front-to-Front Algorithm (IDBHFFA)
2010District Phonetic Feature Extraction for Japanese Language
2010Japanese Phonetic Feature Extraction for Automatic Speech Recognition
2010Performance Analysis of Integrated Service over Differentiated Service for Next Generation Internet
2010Prospect of DTMF Keypad as Computers’ Keyboard
2010Neural Network Based Online Agent as Human Representative
2009Performance Analysis of Parallel Download on Job Scheduling in Time Sharing Environment
2009Telephone-Based Home Monitoring System from Remote Location
2009A methodology to retrieve text documents from multiple databases
2005Design and Implementation of Bi-Directional heuristic search algorithm –A New Approach
2004Query Processing for an Internet based Application: An Adaptive Approach
2004Iterative Deepening Extension to a Bi-Directional Heuristic Search Algorithm
1997Research Interest
No research interest information available.
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No routine information available.
Ph.D. in Computer Science & Engineering
Jahangirnagar University, 2019
Status: Awarded
M.Sc. (Thesis) in Computer Science
University of Dhaka, 1993
Division/Class: First
B.Sc. (Honors) in Applied Physics & Electronics
University of Dhaka, 1992
Division/Class: First
Higher Secondary Certificate (H.S.C) – Science
Dhaka Board, 1989
Division/Class: First
Secondary School Certificate (S.S.C) – Science
Dhaka Board, 1987
Division/Class: First
Jahangirnagar University, 2019
Status: Awarded
M.Sc. (Thesis) in Computer Science
University of Dhaka, 1993
Division/Class: First
B.Sc. (Honors) in Applied Physics & Electronics
University of Dhaka, 1992
Division/Class: First
Higher Secondary Certificate (H.S.C) – Science
Dhaka Board, 1989
Division/Class: First
Secondary School Certificate (S.S.C) – Science
Dhaka Board, 1987
Division/Class: First
No course information available.