Mohammad Shahadat Hossain

According to our database, Mohammad Shahadat Hossain authored at least 92 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Comprehensive Analysis of Nature-Inspired Algorithms for Parkinson's Disease Diagnosis.

Shakila Shafiq, Sabbir Ahmed, M. Shamim Kaiser, Mufti Mahmud, Mohammad Shahadat Hossain, Karl Andersson

IEEE Access, 2023

Workload Orchestration in Multi-Access Edge Computing Using Belief Rule-Based Approach.

Mohammad Newaj Jamil, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

IEEE Access, 2023

A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health From Social Media Big Data.

Md. Hasan Al Banna, Tapotosh Ghosh, M. Jaber Al Nahian, M. Shamim Kaiser, Mufti Mahmud, Kazi Abu Taher, Mohammad Shahadat Hossain, Karl Andersson

IEEE Access, 2023

Exploring Deep Transfer Learning Ensemble for Improved Diagnosis and Classification of Alzheimer's Disease.

Tanjim Mahmud, Koushick Barua, Anik Barua, Sudhakar Das, Nanziba Basnin, Mohammad Shahadat Hossain, Karl Andersson, M. Shamim Kaiser, Nahed Sharmen

Proceedings of the Brain Informatics - 16th International Conference, 2023

Transfer Learning-Assisted DementiaNet: A Four Layer Deep CNN for Accurate Alzheimer's Disease Detection from MRI Images.

Sultana Umme Habiba, Tanoy Debnath, Md. Khairul Islam, Lutfun Nahar, Mohammad Shahadat Hossain, Nanziba Basnin, Karl Andersson

Proceedings of the Brain Informatics - 16th International Conference, 2023

2022

Explainable Text Classification Model for COVID-19 Fake News Detection.

Mumtahina Ahmed, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

J. Internet Serv. Inf. Secur., 2022

An integrated approach of Belief Rule Base and Convolutional Neural Network to monitor air quality in Shanghai.

Sami Kabir, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson

Expert Syst. Appl., 2022

Machine learning with Belief Rule-Based Expert Systems to predict stock price movements.

Emam Hossain, Mohammad Shahadat Hossain, Pär-Ola Zander, Karl Andersson

Expert Syst. Appl., 2022

An Integrated Deep Learning and Belief Rule Base Intelligent System to Predict Survival of COVID-19 Patient under Uncertainty.

Tawsin Uddin Ahmed, Mohammad Newaj Jamil, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

Cogn. Comput., 2022

IoMT-based Android Application for Monitoring COVID-19 Patients Using Real-Time Data.

Mohammad Farshid, Atia Binti Aziz, Nanziba Basnin, Mohoshena Akhter, Karl Andersson, Mohammad Shahadat Hossain

TCCE, 2022

Neural Network-Based Obstacle and Pothole Avoiding Robot.

Md. Mahedi Al Arafat, Mohammad Shahadat Hossain, Delowar Hossain, Karl Andersson

TCCE, 2022

Machine Learning-Based Tomato Leaf Disease Diagnosis Using Radiomics Features.

Faisal Ahmed, Mohammad Naim Uddin Rahi, Raihan Uddin, Anik Sen, Mohammad Shahadat Hossain, Karl Andersson

TCCE, 2022

A Belief Rule Based Expert System to Diagnose Schizophrenia Using Whole Blood DNA Methylation Data.

Mohammad Shahadat Hossain, Mumtahina Ahmed, S. M. Shafkat Raihan, Angel Sharma, Raihan Ul Islam, Karl Andersson

Proceedings of the Machine Intelligence and Emerging Technologies, 2022

Transfer Learning Based Skin Cancer Classification Using GoogLeNet.

Sourav Barman, Md Raju Biswas, Sultana Marjan, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Machine Intelligence and Emerging Technologies, 2022

A Hybrid Hotel Recommendation Using Collaborative, Content Based and Knowledge Based Approach.

Iftakher Hasan Mohammad Tarek, Fahad Uddin Munna, A. T. M. Tanbin Hossain Mojumder, Mohammed Mahmudur Rahman, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2022

Lossy Compression Effect on Color and Texture Based Image Retrieval Performance.

Zinnia Sultana, Lutfun Nahar, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2022

An Encoding and Decoding Technique to Compress Huffman Tree Size in an Efficient Manner.

Zinnia Sultana, Lutfun Nahar, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2022

An IoT Prototype for Monitoring Covid19 Patients Using Real Time Data from Wearable Sensor Through Android App.

Zinnia Sultana, Lutfun Nahar, Sharmin Sultana, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2022

Tomato Leaf Disease Classification Using Transfer Learning Method.

Md. Arif Istiek Neloy, Faisal Mahamud, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2022

A Transfer Learning Approach to Detect Face Mask in COVID-19 Pandemic.

Tanuja Nath, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2022

Reason Based Machine Learning Approach to Detect Bangla Abusive Social Media Comments.

Tanjim Mahmud, Sudhakar Das, Michal Ptaszynski, Mohammad Shahadat Hossain, Karl Andersson, Koushick Barua

ICO, 2022

Bell Pepper Leaf Disease Classification Using Convolutional Neural Network.

Faisal Mahamud, Md. Arif Istiek Neloy, Parthiba Barua, Mithun Das, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson, Md. Sazzad Hoassain

ICO, 2022

Transfer Learning Based Method for Classification of Schizophrenia Using MobileNet.

Faisal Mahamud, Al Shareya Emon, Nazmun Nahar, Md. Hasan Imam, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2022

Brain-DeepNet: A Deep Learning Based Classifier for Brain Tumor Detection and Classification.

Sultana Umme Habiba, Md. Khairul Islam, Lutfun Nahar, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2022

Comparative Performance of Tree Based Machine Learning Classifiers in Product Backorder Prediction.

Faisal Ahmed, Mohammad Hasan, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2022

Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder.

Mufti Mahmud, M. Shamim Kaiser, Muhammad Arifur Rahman, Tanu Wadhera, David J. Brown, Nicholas Shopland, Andrew M. Burton, Thomas Hughes-Roberts, Shamim Al Mamun, Cosimo Ieracitano, Marzia Hoque Tania, Mohammad Ali Moni, Sheikh Mohammed Shariful Islam, Kanad Ray, Mohammad Shahadat Hossain

Proceedings of the Universal Access in Human-Computer Interaction. User and Context Diversity, 2022

Classifying Brain Tumor from MRI Images Using Parallel CNN Model.

Tahmina Akter Sumi, Tanuja Nath, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Brain Informatics - 15th International Conference, 2022

A Belief Rule Based Expert System to Diagnose Alzheimer's Disease Using Whole Blood Gene Expression Data.

Shafkat Raihan, Mumtahina Ahmed, Angel Sharma, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

Proceedings of the Brain Informatics - 15th International Conference, 2022

Epilepsy Detection from EEG Data Using a Hybrid CNN-LSTM Model.

Md. Arif Istiek Neloy, Anik Biswas, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Brain Informatics - 15th International Conference, 2022

A Hybrid Deep Learning System to Detect Face-Mask and Monitor Social Distance.

Lutfun Nahar, Nanziba Basnin, Sirazum Nadia Hoque, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson

AII, 2022

A Novel Fuzzy Semi-supervised Learning Approach for the Classification of Colorectal Cancer (FSSL-CRCC).

Sara Karim, Muhammed J. A. Patwary, Mohammad Shahadat Hossain, Karl Andersson

AII, 2022

2021

Real-Time Non-Intrusive Driver Fatigue Detection System using Belief Rule-Based Expert System.

Mohammad Arfizurrahmanl, Ahmad, Mohammad Shahadat Hossain, Mohammad Ahsanul Haque, Karl Andersson

J. Internet Serv. Inf. Secur., 2021

An Integrated Neural Network and SEIR Model to Predict COVID-19.

Sharif Noor Zisad, Mohammad Shahadat Hossain, Mohammed Sazzad Hossain, Karl Andersson

Algorithms, 2021

An Integrated Deep Learning and Belief Rule-Based Expert System for Visual Sentiment Analysis under Uncertainty.

Sharif Noor Zisad, Etu Chowdhury, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

Algorithms, 2021

Comparative Analysis of Recurrent Neural Networks in Stock Price Prediction for Different Frequency Domains.

Polash Dey, Emam Hossain, Md. Ishtiaque Hossain, Mohammed Armanuzzaman Chowdhury, Md. Shariful Alam, Mohammad Shahadat Hossain, Karl Andersson

Algorithms, 2021

Attention-Based Bi-Directional Long-Short Term Memory Network for Earthquake Prediction.

Md. Hasan Al Banna, Tapotosh Ghosh, M. Jaber Al Nahian, Kazi Abu Taher, M. Shamim Kaiser, Mufti Mahmud, Mohammad Shahadat Hossain, Karl Andersson

IEEE Access, 2021

Face Mask Detection in the Era of COVID-19: A CNN-Based Approach.

Noortaz Rezoana, Mohammad Shahadat Hossain, Karl Andersson

TCCE, 2021

A Weighted Average Ensemble Technique to Predict Heart Disease.

Md. Arif Istiek Neloy, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson

TCCE, 2021

A Deep Learning-Based Ophthalmologic Approach for Retinal Fundus Image Analysis to Detect Glaucoma.

Lutfun Nahar, Mohammad Shahadat Hossain, Promi Das, Tanzeem Alam, Karl Andersson

TCCE, 2021

A Hybrid CNN-LSTM-Based Emotional Status Determination using Physiological Signals.

Nazmun Nahar, Ferdous Ara, Jubair Ahmed Junjun, Mohammad Shahadat Hossain, Karl Andersson

TCCE, 2021

An Approach to Detect Chronic Kidney Disease (CKD) by Removing Noisy and Inconsistent Values of UCI Dataset.

Sabrina Jahan Maisha, Ety Biswangri, Mohammad Shahadat Hossain, Karl Andersson

TCCE, 2021

A Deep Learning Approach with Data Augmentation to Recognize Facial Expressions in Real Time.

Tawsin Uddin Ahmed, Sazzad Hossain, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

TCCE, 2021

A Belief Rule Base Approach to Support Comparison of Digital Speech Signal Features for Parkinson's Disease Diagnosis.

Shafkat Raihan, Sharif Noor Zisad, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Brain Informatics - 14th International Conference, 2021

Feature Selection Based Machine Learning to Improve Prediction of Parkinson Disease.

Nazmun Nahar, Ferdous Ara, Md. Arif Istiek Neloy, Anik Biswas, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Brain Informatics - 14th International Conference, 2021

D3mciAD: Data-Driven Diagnosis of Mild Cognitive Impairment Utilizing Syntactic Images Generation and Neural Nets.

Md. Mahmodul Hasan, Md. Asaduzzaman, Mohammad Motiur Rahman, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Brain Informatics - 14th International Conference, 2021

An XAI Based Autism Detection: The Context Behind the Detection.

Milon Biswas, M. Shamim Kaiser, Mufti Mahmud, Shamim Al Mamun, Mohammad Shahadat Hossain, Muhammad Arifur Rahman

Proceedings of the Brain Informatics - 14th International Conference, 2021

Early Detection of Parkinson's Disease from Micrographic Static Hand Drawings.

Nanziba Basnin, Tahmina Akter Sumi, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Brain Informatics - 14th International Conference, 2021

Deep Learning Approach to Classify Parkinson's Disease from MRI Samples.

Nanziba Basnin, Nazmun Nahar, Fahmida Ahmed Anika, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Brain Informatics - 14th International Conference, 2021

Human Gender Detection from Facial Images Using Convolution Neural Network.

Tahmina Akter Sumi, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

AII, 2021

Inference and Learning Methodology of Belief Rule Based Expert System to Assess Chikungunya.

Zinnia Sultana, Lutfun Nahar, Nanziba Basnin, Mohammad Shahadat Hossain

AII, 2021

A CNN Based Model for Venomous and Non-venomous Snake Classification.

Nagifa Ilma Progga, Noortaz Rezoana, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

AII, 2021

Human Age Estimation Using Deep Learning from Gait Data.

Refat Khan Pathan, Mohammad Amaz Uddin, Nazmun Nahar, Ferdous Ara, Mohammad Shahadat Hossain, Karl Andersson

AII, 2021

Glaucoma Detection Using Inception Convolutional Neural Network V3.

Tasnim Afroze, Shumia Akther, Mohammed Armanuzzaman Chowdhury, Emam Hossain, Mohammad Shahadat Hossain, Karl Andersson

AII, 2021

2020

An Integrated Approach of Belief Rule Base and Deep Learning to Predict Air Pollution.

Sami Kabir, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson

Sensors, 2020

Technological Innovation Capability Evaluation of High-Tech Firms Using Conjunctive and Disjunctive Belief Rule-Based Expert System: A Comparative Study.

Mohammad Newaj Jamil, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2020

A Review on Recent Advancements in FOREX Currency Prediction.

Md. Saiful Islam, Emam Hossain, Abdur Rahman, Mohammad Shahadat Hossain, Karl Andersson

Algorithms, 2020

A Deep Learning Inspired Belief Rule-Based Expert System.

Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson

IEEE Access, 2020

Classification of Cultural Heritage Mosque of Bangladesh Using CNN and Keras Model.

Mohammad Amir Saadat, Mohammad Shahadat Hossain, Rezaul Karim, Rashed Mustafa

ICO, 2020

Gender Classification from Inertial Sensor-Based Gait Dataset.

Refat Khan Pathan, Mohammad Amaz Uddin, Nazmun Nahar, Ferdous Ara, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2020

Classification of Orthopedic Patients Using Supervised Machine Learning Techniques.

Nasrin Jahan, Rashed Mustafa, Rezaul Karim, Mohammad Shahadat Hossain

ICO, 2020

An Interactive Computer System with Gesture-Based Mouse and Keyboard.

Dipankar Gupta, Emam Hossain, Mohammed Sazzad Hossain, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2020

Recommendation System for E-commerce Using Alternating Least Squares (ALS) on Apache Spark.

Subasish Gosh, Nazmun Nahar, Mohammad Abdul Wahab, Munmun Biswas, Mohammad Shahadat Hossain, Karl Andersson

ICO, 2020

An Integrated CNN-LSTM Model for Micro Hand Gesture Recognition.

Nanziba Basnin, Lutfun Nahar, Mohammad Shahadat Hossain

ICO, 2020

Mosquito Classification Using Convolutional Neural Network with Data Augmentation.

Mehenika Akter, Mohammad Shahadat Hossain, Tawsin Uddin Ahmed, Karl Andersson

ICO, 2020

Speech Emotion Recognition in Neurological Disorders Using Convolutional Neural Network.

Sharif Noor Zisad, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Brain Informatics - 13th International Conference, 2020

A Machine Learning Based Fall Detection for Elderly People with Neurodegenerative Disorders.

Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Brain Informatics - 13th International Conference, 2020

2019

An Intelligent System to Diagnose Chikungunya under Uncertainty.

Mohammad Shahadat Hossain, Zinnia Sultana, Lutfun Nahar, Karl Andersson

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2019

A Belief Rule Based Expert System to Assess Hypertension under Uncertainty.

Mohammad Shahadat Hossain, Fatema-Tuj-Johora, Karl Andersson

J. Internet Serv. Inf. Secur., 2019

2018

A novel anomaly detection algorithm for sensor data under uncertainty.

Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson

Soft Comput., 2018

A belief rule-based expert system to assess suspicion of acute coronary syndrome (ACS) under uncertainty.

Mohammad Shahadat Hossain, Saifur Rahaman, Rashed Mustafa, Karl Andersson

Soft Comput., 2018

Estimation of Signal Coverage and Localization in Wi-Fi Networks with AODV and OLSR.

Kazy Noor E. Alam Siddiquee, Karl Andersson, Francisco Javier Moreno Arrebola, Zainal Abedin, Mohammad Shahadat Hossain

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2018

A Belief Rule Based Expert System to Predict Earthquake under Uncertainty.

Mohammad Shahadat Hossain, Abdullah Al Hasan, Sunanda Guha, Karl Andersson

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2018

A Belief Rule Based Flood Risk Assessment Expert System using Real Time Sensor Data Streaming.

Ahmed Afif Monrat, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the 43rd IEEE Conference on Local Computer Networks Workshops, 2018

Performance Analysis of Anomaly Based Network Intrusion Detection Systems.

Md. Zainal Abedin, Kazy Noor-e-Alam Siddiquee, M. S. Bhuyan, Razuan Karim, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the 43rd IEEE Conference on Local Computer Networks Workshops, 2018

Challenges and Opportunities of Using Big Data for Assessing Flood Risks.

Ahmed Afif Monrat, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the Applications of Big Data Analytics, Trends, Issues, and Challenges., 2018

2017

A Belief Rule Based Expert System for Datacenter PUE Prediction under Uncertainty.

Mohammad Shahadat Hossain, Saifur Rahaman, Ah-Lian Kor, Karl Andersson, Colin Pattinson

IEEE Trans. Sustain. Comput., 2017

A Scalable and Secure MANET for an i-Voting System.

Kazy Noor E. Alam Siddiquee, Karl Andersson, Faria Farjana Khan, Mohammad Shahadat Hossain

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2017

A Belief Rule Based Expert System to Assess Tuberculosis under Uncertainty.

Mohammad Shahadat Hossain, Faisal Ahmed, Fatema-Tuj-Johora, Karl Andersson

J. Medical Syst., 2017

Selection of Energy Efficient Routing Protocol for Irrigation Enabled by Wireless Sensor Network.

Zainal Abedin, Sukanta Paul, Sharmin Akhter, Kazy Noor E. Alam Siddiquee, Mohammad Shahadat Hossain, Karl Andersson

Proceedings of the 42nd IEEE Conference on Local Computer Networks Workshops, 2017

Heterogeneous wireless sensor networks using CoAP and SMS to predict natural disasters.

Raihan Ul Islam, Karl Andersson, Mohammad Shahadat Hossain

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

A web based belief rule based expert system for assessing flood risk.

Md Rafiul Sabbir Hridoy, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services, 2017

Optimal dynamic routing protocols for agro-sensor communication in MANETs.

Kazy Noor E. Alam Siddiquee, Faria Farjana Khan, Karl Andersson, Mohammad Shahadat Hossain

Proceedings of the 14th IEEE Annual Consumer Communications & Networking Conference, 2017

An interoperable IP based WSN for smart irrigation system.

Zainal Abedin, Abu Sayeed Chowdhury, Mohammad Shahadat Hossain, Karl Andersson, Razuan Karim

Proceedings of the 14th IEEE Annual Consumer Communications & Networking Conference, 2017

2016

IP based Wireless Sensor Networks: Performance Analysis using Simulations and Experiments.

Sumeet Thombre, Raihan Ul Islam, Karl Andersson, Mohammad Shahadat Hossain

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2016

A Belief Rule-Based Expert System to Assess Bronchiolitis Suspicion from Signs and Symptoms Under Uncertainty.

Razuan Karim, Mohammad Shahadat Hossain, Md. Saifuddin Khalid, Rashed Mustafa, Tanveer Ahmed Bhuiyan

Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

Performance analysis of an IP based protocol stack for WSNs.

Sumeet Thombre, Raihan Ul Islam, Karl Andersson, Mohammad Shahadat Hossain

Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

2015

Belief-rule-based expert systems for evaluation of e-government: a case study.

Mohammad Shahadat Hossain, Pär-Ola Zander, Md Sarwar Kamal, Linkon Chowdhury

Expert Syst. J. Knowl. Eng., 2015

Heterogeneous wireless sensor networks for flood prediction decision support systems.

Karl Andersson, Mohammad Shahadat Hossain

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

A web based belief rule based expert system to predict flood.

Raihan Ul Islam, Karl Andersson, Mohammad Shahadat Hossain

Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, 2015

2014

Smart risk assessment systems using belief-rule-based DSS and WSN technologies.

Karl Andersson, Mohammad Shahadat Hossain

Proceedings of the 4th International Conference on Wireless Communications, 2014

2006

An Entity-Relationship Model for an Information System to Assess Flood Impact on Route Network.

Mohammad Shahadat Hossain, Christopher G. Davies

Int. J. Comput. Their Appl., 2006

An Information System to Assess Flood Impact on Road Transportation Systems.

Mohammad Shahadat Hossain, Christopher G. Davies

Int. J. Comput. Their Appl., 2006