Amitabha Chakrabarty

31 papers B 1C 1Misc 1Journal 19Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Resource-Efficient Federated Learning Framework for Intrusion Detection in IoMT Networks. IEEE Trans. Consumer Electron. Md. Fahim Ul Islam, Amitabha Chakrabarty, Md. Golam Rabiul Alam, Siti Sarah Maidin
2025	J	`jnl`	FedWGCA: A Federated Learning Based AAV Intrusion Detection With Gradient Clipping and Attention-Based Neural Networks. IEEE Open J. Comput. Soc. Md. Fahim Ul Islam, Amitabha Chakrabarty, Halimaton Saadiah Hakimi, Siti Sarah Maidin
2024	J	`jnl`	A Comprehensive Approach Toward Wheat Leaf Disease Identification Leveraging Transformer Models and Federated Learning. IEEE Access Md. Fahim Ul Islam, Amitabha Chakrabarty, Sarder Tanvir Ahmed, Rafeed Rahman, Hyun-Han Kwon, Md. Jalil Piran
2024	J	`jnl`	An interpretable fusion model integrating lightweight CNN and transformer architectures for rice leaf disease identification. Ecol. Informatics Amitabha Chakrabarty, Sarder Tanvir Ahmed, Md. Fahim Ul Islam, Syed Mahfuzul Aziz, Siti Sarah Maidin
2024	—	`conf`	Enhancing Intrusion Detection: A Robust Ensemble Learning Approach with Explainable AI and Strategic Fused Voting-Stacking Mechanism. ICCA Nafiz Imtiaz Rafin, Swattic Ghose, Ahsanul Islam, Md. Fahim Ul Islam, Md. Golam Rabiul Alam, Amitabha Chakrabarty
2024	J	`jnl`	Semantic Segmentation on Panoramic Dental X-Ray Images Using U-Net Architectures. IEEE Access Rafiatul Zannah, Mubtasim Bashar, Rahil Bin Mushfiq, Amitabha Chakrabarty, Shahriar Hossain, Yong Ju Jung
2024	J	`jnl`	Vision Transformers, Ensemble Model, and Transfer Learning Leveraging Explainable AI for Brain Tumor Detection and Classification. IEEE J. Biomed. Health Informatics Shahriar Hossain, Amitabha Chakrabarty, Thippa Reddy Gadekallu, Mamoun Alazab, Md. Jalil Piran
2024	J	`jnl`	Wildfire Detection Powered by Involutional Neural Network and Multitask Learning With Dark Channel Prior Technique. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Md. Fahim Ul Islam, Noshin Tabassum, Amitabha Chakrabarty, Syed Mahfuzul Aziz, Mahdieh Shirmohammadi, Nasim Khonsari, Hyun-Han Kwon, Md. Jalil Piran
2023	J	`jnl`	Aggregating Different Scales of Attention on Feature Variants for Tomato Leaf Disease Diagnosis from Image Data: A Transformer Driven Study. Sensors Shahriar Hossain, Md Tanzim Reza, Amitabha Chakrabarty, Yong Ju Jung
2023	—	`conf`	Real-Time Mastitis Detection in Livestock using Deep Learning and Machine Learning Leveraging Edge Devices. ISMICT Kawshik Kumar Ghosh, Md. Fahim Ul Islam, Abrar Ahsan Efaz, Amitabha Chakrabarty, Shahriar Hossain
2022	J	`jnl`	A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot. CoRR Afia Fairoose Abedin, Amirul Islam Al Mamun, Rownak Jahan Nowrin, Amitabha Chakrabarty, Moin Mostakim, Sudip Kumar Naskar
2022	J	`jnl`	A Spatio-Temporal Graph Convolutional Network Model for Internet of Medical Things (IoMT). Sensors Dipon Kumar Ghosh, Amitabha Chakrabarty, Hyeonjoon Moon, Md. Jalil Piran
2022	J	`jnl`	Environmental sound classification using convolution neural networks with different integrated loss functions. Expert Syst. J. Knowl. Eng. Joy Krishan Das, Amitabha Chakrabarty, Md. Jalil Piran
2022	—	`conf`	Stacked Convolutional Autoencoder with Multi-label Extreme Learning Machine (SCAE-MLELM) for Bangla Regional Language Classification. SPML Prommy Sultana Hossain, Amitabha Chakrabarty, Md. Jalil Piran, Doug Young Suh
2022	J	`jnl`	Two-stream Multi-dimensional Convolutional Network for Real-time Violence Detection. CoRR Dipon Kumar Ghosh, Amitabha Chakrabarty
2021	J	`jnl`	A Deep Neural Network Approach for Crop Selection and Yield Prediction in Bangladesh. CoRR Tanhim Islam, Tanjir Alam Chisty, Amitabha Chakrabarty
2021	Misc	`conf`	Identifying Bikers Without Helmets Using Deep Learning Models. DICTA Md. Iqbal Hossain, Raghib Barkat Muhib, Amitabha Chakrabarty
2021	—	`conf`	Learning-driven Spatio-temporal Feature Extraction for Violence Detection in IoT Environments. ICTC Dipon Kumar Ghosh, Amitabha Chakrabarty, Nafees Mansoor, Doug Young Suh, Md. Jalil Piran
2021	J	`jnl`	Prediction Approaches for Smart Cultivation: A Comparative Study. Complex. Amitabha Chakrabarty, Nafees Mansoor, Muhammad Irfan Uddin, Mosleh Hmoud Al-Adhaileh, Nizar Alsharif, Fawaz Waselallah Alsaade
2020	J	`jnl`	An Indoor Positioning and Navigation System Using Named Data Networking. IEEE Access Sifat Ut Taki, Amitabha Chakrabarty, Md. Jalil Piran, Quoc-Viet Pham, Doug Young Suh
2019	C	`conf`	Agent Based Fog Architecture using NDN and Trust Management for IoT. TENCON Sayed Erfan Arefin, Tasnia Heya Ashrafi, Amitabha Chakrabarty
2019	J	`jnl`	An Algorithm for Mapping a Traffic Domain Into a Complex Network: A Social Internet of Things Approach. IEEE Access Sifatul Mostafi, Farzana Khan, Amitabha Chakrabarty, Doug Young Suh, Md. Jalil Piran
2018	—	`conf`	Image Processing Based Indoor Localization System for Assisting Visually Impaired People. UPINLBS Tasnia Heya Ashrafi, Sayed Erfan Arefin, Amitabha Chakrabarty, Mazidul Alam
2017	—	`conf`	FOG based distributed IoT infrastructure. ICC Tasnia Heya Ashrafi, Sayed Erfan Arefin, Kowshik Dipta Jay Das, Md. Arshad Hossain, Amitabha Chakrabarty
2017	—	`conf`	Service Based FOG Computing Model for IoT. CIC Tasnia Heya Ashrafi, Md. Arshad Hossain, Sayed Erfan Arefin, Kowshik Dipta Jay Das, Amitabha Chakrabarty
2014	J	`jnl`	O(log m. log N) routing algorithm for (2 log N-1)-stage switching networks and beyond. J. Parallel Distributed Comput. Amitabha Chakrabarty, Martin Collier
2013	B	`conf`	Low Complexity Routing Algorithm for Rearrangeable Switching Networks. AINA Amitabha Chakrabarty, Martin Collier
2011	J	`jnl`	Cost Efficient Implementation of Multistage Symmetric Repackable Networks. Int. J. Grid High Perform. Comput. Amitabha Chakrabarty, Martin Collier
2010	J	`jnl`	Adaptive Routing Strategy for Large Scale Rearrangeable Symmetric Networks. Int. J. Grid High Perform. Comput. Amitabha Chakrabarty, Martin Collier, Sourav Mukhopadhyay
2010	—	`conf`	Symmetric Rearrangeable Networks: Algorithms and Rearrangement Limits. ITNG Amitabha Chakrabarty, Martin Collier, Sourav Mukhopadhyay
2009	—	`conf`	Dynamic Path Selection Algorithm for Bene-Networks. CICSyN Amitabha Chakrabarty, Martin Collier, Sourav Mukhopadhyay