Md. Saiful Islam

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
I-MPaFS: enhancing EDoS attack detection in cloud computing through a data-driven approach.
J. Cloud Comput., December, 2024

Enhanced detection of obfuscated malware in memory dumps: a machine learning approach for advanced cybersecurity.
Cybersecur., December, 2024

Domain-Specific Dictionary between Human and Machine Languages.
Inf., March, 2024

Accessible, At-Home Detection of Parkinson's Disease via Multi-task Video Analysis.
CoRR, 2024

Optimizing Container Loading and Unloading through Dual-Cycling and Dockyard Rehandle Reduction Using a Hybrid Genetic Algorithm.
CoRR, 2024

Authorship Attribution in Bangla Literature (AABL) via Transfer Learning using ULMFiT.
CoRR, 2024

Design and Implementation of Low-Cost Electric Vehicles (Evs) Supercharger: A Comprehensive Review.
CoRR, 2024

Analysis of Internet of Things implementation barriers in the cold supply chain: an integrated ISM-MICMAC and DEMATEL approach.
CoRR, 2024

Gene-expression profile analysis to disclose diagnostics and therapeutics biomarkers for thyroid carcinoma.
Comput. Biol. Chem., 2024

2023
Intelligent Fault Diagnosis of Rolling Element Bearings Based on Modified AlexNet.
Sensors, September, 2023

Ensuring network security with a robust intrusion detection system using ensemble-based machine learning.
Array, September, 2023

Detection of COVID-19 and Pneumonia Using Deep Convolutional Neural Network.
Comput. Syst. Sci. Eng., 2023

Human-AI Collaboration in Real-World Complex Environment with Reinforcement Learning.
CoRR, 2023

PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition.
CoRR, 2023

Exploring Internet of Things Adoption Challenges in Manufacturing Firms: A Fuzzy Analytical Hierarchy Process Approach.
CoRR, 2023

QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum - Classical Neural Network.
CoRR, 2023

Ranking the locations and predicting future crime occurrence by retrieving news from different Bangla online newspapers.
CoRR, 2023

A Survey on IoT Driven Smart Parking Management System: Approaches, Limitations and Future Research Agenda.
IEEE Access, 2023

A Comparative Performance Analysis of Android Malware Classification Using Supervised and Semi-supervised Deep Learning.
Proceedings of the 16th International Conference on Security of Information and Networks, 2023

Intracranial Brain Hemorrhage Diagnosis and Classification: A Hybrid Approach.
Proceedings of the 6th International Conference on Information and Computer Technologies, 2023

BlockTheFall: Wearable Device-based Fall Detection Framework Powered by Machine Learning and Blockchain for Elderly Care.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

PARK: Parkinson's Analysis with Remote Kinetic-tasks.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022
Finger-Gesture Controlled Wheelchair with Enabling IoT.
Sensors, 2022

Multi-Classification of Brain Tumor Images Using Transfer Learning Based Deep Neural Network.
CoRR, 2022

BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

BD-SHS: A Benchmark Dataset for Learning to Detect Online Bangla Hate Speech in Different Social Contexts.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

BAN-Cap: A Multi-Purpose English-Bangla Image Descriptions Dataset.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

EmoNoBa: A Dataset for Analyzing Fine-Grained Emotions on Noisy Bangla Texts.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

2021
Impact of Intellectual Capital and Total Risk Management on Bank Performance.
Int. J. Knowl. Based Organ., 2021

GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection.
CoRR, 2021

HS-BAN: A Benchmark Dataset of Social Media Comments for Hate Speech Detection in Bangla.
CoRR, 2021

Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network.
CoRR, 2021

XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages.
CoRR, 2021

Improving DeepFake Detection Using Dynamic Face Augmentation.
CoRR, 2021

Improved Bengali Image Captioning via deep convolutional neural network based encoder-decoder model.
CoRR, 2021

A transformer based approach for fighting COVID-19 fake news.
CoRR, 2021

Deep Learning Approach Combining Lightweight CNN Architecture with Transfer Learning: An Automatic Approach for the Detection and Recognition of Bangladeshi Banknotes.
CoRR, 2021

Restyling Images with the Bangladeshi Paintings Using Neural Style Transfer: A Comprehensive Experiment, Evaluation, and Human Perspective.
CoRR, 2021

Wind Speed Predictability Accuracy with Height Using LiDAR Based Measurements and Artificial Neural Networks.
Appl. Artif. Intell., 2021

Fighting Against Fake News During Pandemic Era: Does Providing Related News Help Student Internet Users to Detect COVID-19 Misinformation?
Proceedings of the WebSci '21: 13th ACM Web Science Conference 2021, 2021

A Study on Using Semantic Word Associations to Predict the Success of a Novel.
Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, 2021

Approaching Deep Convolutional Neural Network for Biometric Recognition Based on Fingerprint Database.
Proceedings of the Intelligent Computing, 2021

Syntax and Themes: How Context Free Grammar Rules and Semantic Word Association Influence Book Success.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Framework for Collecting Data from specialized IoT devices - An application to enhance Healthcare Systems.
Proceedings of the IEEE International Conference on Digital Health, 2021

Towards Solving the DeepFake Problem : An Analysis on Improving DeepFake Detection using Dynamic Face Augmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Classification of Book Review Sentiment in Bangla Language Using NLP, Machine Learning and LSTM.
Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021

SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Data Analysis Methods for Health Monitoring Sensors: A survey.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Hate Speech detection in the Bengali language: A dataset and its baseline evaluation.
CoRR, 2020

Sentiment analysis in Bengali via transfer learning using multi-lingual BERT.
CoRR, 2020

Bengali Abstractive News Summarization(BANS): A Neural Attention Approach.
CoRR, 2020

BAN-ABSA: An Aspect-Based Sentiment Analysis dataset for Bengali and it's baseline evaluation.
CoRR, 2020

BanFakeNews: A Dataset for Detecting Fake News in Bangla.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Multi-classification of Brain Tumor Images Based on Hybrid Feature Extraction Method.
ICO, 2020

A Comparative Sentiment Analysis On Bengali Facebook Posts.
Proceedings of the ICCA 2020: International Conference on Computing Advancements, 2020

A Stylometric Approach for Author Attribution System Using Neural Network and Machine Learning Classifiers.
Proceedings of the ICCA 2020: International Conference on Computing Advancements, 2020

Mobile Sensor-Based Fall Detection Framework.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

BdSL36: A Dataset for Bangladeshi Sign Letters Recognition.
Proceedings of the Computer Vision - ACCV 2020 Workshops - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Rethinking Urban Open-Space Distribution for Municipal Financial Sustainability.
J. Comput. Civ. Eng., 2019

Robots in the Home: A Novel Suite of Interactive Devices for Assisting with Disease Prevention and Meal Preparation.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2019

Automatic Detection of NoSQL Injection Using Supervised Learning.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

2018
Real Time Bangladeshi Sign Language Detection using Faster R-CNN.
CoRR, 2018

Comprehending Real Numbers: Development of Bengali Real Number Speech Corpus.
CoRR, 2018

Speech Based Deception Detection Using Bispectral Analysis.
Proceedings of the 2nd International Conference on Graphics and Signal Processing, 2018

2017
Erratum to: Vertical extrapolation of wind speed using artificial neural network hybrid system.
Neural Comput. Appl., 2017

Vertical extrapolation of wind speed using artificial neural network hybrid system.
Neural Comput. Appl., 2017

Bangla Word Clustering Based on Tri-gram, 4-gram and 5-gram Language Model.
CoRR, 2017

Statistical Analysis on Bangla Newspaper Data to Extract Trending Topic and Visualize Its Change Over Time.
CoRR, 2017

A Comparative Study on Different Types of Approaches to Bengali document Categorization.
CoRR, 2017

Document Decomposition of Bangla Printed Text.
CoRR, 2017

2012
Analysis of Performance Limitations in Fiber Bragg Grating Based Optical Add-Drop Multiplexer due to Crosstalk.
J. Networks, 2012

Performance Analysis of SFBC and Data Conjugate in MIMO-OFDM System over Nakagami Fading Channel.
J. Commun., 2012

Determination of the Best Apodization Function and Grating Length of Linearly Chirped Fiber Bragg Grating for Dispersion Compensation.
J. Commun., 2012

2010
Rotation Invariant Face Detection Using Wavelet, PCA and Radial Basis Function Networks
CoRR, 2010

Speaker Identification using MFCC-Domain Support Vector Machine
CoRR, 2010


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