Mohammad Shahadat Hossain

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 87

Top Topics

Disease Diagnosis

Top Venues

Publications

Md Akash Rahman, Manoara Begum, Tanjim Mahmud, Mohammad Shahadat Hossain, Karl Andersson
Analyzing Sentiments in eLearning: A Comparative Study of Bangla and Romanized Bangla Text Using Transformers. IEEE Access 12 (2024)
Sultana Umme Habiba, Tanoy Debnath, Md. Khairul Islam, Lutfun Nahar, Mohammad Shahadat Hossain, Nanziba Basnin, Karl Andersson
Transfer Learning-Assisted DementiaNet: A Four Layer Deep CNN for Accurate Alzheimer's Disease Detection from MRI Images. BI (2023)
Mohammad Newaj Jamil, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
Workload Orchestration in Multi-Access Edge Computing Using Belief Rule-Based Approach. IEEE Access 11 (2023)
Tanjim Mahmud, Koushick Barua, Anik Barua, Sudhakar Das, Nanziba Basnin, Mohammad Shahadat Hossain, Karl Andersson, M. Shamim Kaiser, Nahed Sharmen
Exploring Deep Transfer Learning Ensemble for Improved Diagnosis and Classification of Alzheimer's Disease. BI (2023)
Md. Hasan Al Banna, Tapotosh Ghosh, M. Jaber Al Nahian, M. Shamim Kaiser, Mufti Mahmud, Kazi Abu Taher, Mohammad Shahadat Hossain, Karl Andersson
A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health From Social Media Big Data. IEEE Access 11 (2023)
Zinnia Sultana, Lutfun Nahar, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson
Lossy Compression Effect on Color and Texture Based Image Retrieval Performance. ICO (2022)
Faisal Mahamud, Md. Arif Istiek Neloy, Parthiba Barua, Mithun Das, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson, Md. Sazzad Hoassain
Bell Pepper Leaf Disease Classification Using Convolutional Neural Network. ICO (2022)
Mumtahina Ahmed, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
Explainable Text Classification Model for COVID-19 Fake News Detection. J. Internet Serv. Inf. Secur. 12 (2) (2022)
Sara Karim, Muhammed J. A. Patwary, Mohammad Shahadat Hossain, Karl Andersson
A Novel Fuzzy Semi-supervised Learning Approach for the Classification of Colorectal Cancer (FSSL-CRCC). AII (2022)
Zinnia Sultana, Lutfun Nahar, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson
An Encoding and Decoding Technique to Compress Huffman Tree Size in an Efficient Manner. ICO (2022)
Faisal Mahamud, Al Shareya Emon, Nazmun Nahar, Md. Hasan Imam, Mohammad Shahadat Hossain, Karl Andersson
Transfer Learning Based Method for Classification of Schizophrenia Using MobileNet. ICO (2022)
Faisal Ahmed, Mohammad Naim Uddin Rahi, Raihan Uddin, Anik Sen, Mohammad Shahadat Hossain, Karl Andersson
Machine Learning-Based Tomato Leaf Disease Diagnosis Using Radiomics Features. TCCE (2022)
Iftakher Hasan Mohammad Tarek, Fahad Uddin Munna, A. T. M. Tanbin Hossain Mojumder, Mohammed Mahmudur Rahman, Mohammad Shahadat Hossain, Karl Andersson
A Hybrid Hotel Recommendation Using Collaborative, Content Based and Knowledge Based Approach. ICO (2022)
Md. Mahedi Al Arafat, Mohammad Shahadat Hossain, Delowar Hossain, Karl Andersson
Neural Network-Based Obstacle and Pothole Avoiding Robot. TCCE (2022)
Mohammad Shahadat Hossain, Mumtahina Ahmed, S. M. Shafkat Raihan, Angel Sharma, Raihan Ul Islam, Karl Andersson
A Belief Rule Based Expert System to Diagnose Schizophrenia Using Whole Blood DNA Methylation Data. MIET (2) (2022)
Mohammad Farshid, Atia Binti Aziz, Nanziba Basnin, Mohoshena Akhter, Karl Andersson, Mohammad Shahadat Hossain
IoMT-based Android Application for Monitoring COVID-19 Patients Using Real-Time Data. TCCE (2022)
Shafkat Raihan, Mumtahina Ahmed, Angel Sharma, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
A Belief Rule Based Expert System to Diagnose Alzheimer's Disease Using Whole Blood Gene Expression Data. BI (2022)
Sultana Umme Habiba, Md. Khairul Islam, Lutfun Nahar, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson
Brain-DeepNet: A Deep Learning Based Classifier for Brain Tumor Detection and Classification. ICO (2022)
Tahmina Akter Sumi, Tanuja Nath, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson
Classifying Brain Tumor from MRI Images Using Parallel CNN Model. BI (2022)
Tawsin Uddin Ahmed, Mohammad Newaj Jamil, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
An Integrated Deep Learning and Belief Rule Base Intelligent System to Predict Survival of COVID-19 Patient under Uncertainty. Cogn. Comput. 14 (2) (2022)
Tanuja Nath, Mohammad Shahadat Hossain, Karl Andersson
A Transfer Learning Approach to Detect Face Mask in COVID-19 Pandemic. ICO (2022)
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
Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder. HCI (8) (2022)
Sami Kabir, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson
An integrated approach of Belief Rule Base and Convolutional Neural Network to monitor air quality in Shanghai. Expert Syst. Appl. 206 (2022)
Sourav Barman, Md Raju Biswas, Sultana Marjan, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson
Transfer Learning Based Skin Cancer Classification Using GoogLeNet. MIET (1) (2022)
Emam Hossain, Mohammad Shahadat Hossain, Pär-Ola Zander, Karl Andersson
Machine learning with Belief Rule-Based Expert Systems to predict stock price movements. Expert Syst. Appl. 206 (2022)
Zinnia Sultana, Lutfun Nahar, Sharmin Sultana, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson
An IoT Prototype for Monitoring Covid19 Patients Using Real Time Data from Wearable Sensor Through Android App. ICO (2022)
Faisal Ahmed, Mohammad Hasan, Mohammad Shahadat Hossain, Karl Andersson
Comparative Performance of Tree Based Machine Learning Classifiers in Product Backorder Prediction. ICO (2022)
Md. Arif Istiek Neloy, Anik Biswas, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson
Epilepsy Detection from EEG Data Using a Hybrid CNN-LSTM Model. BI (2022)
Tanjim Mahmud, Sudhakar Das, Michal Ptaszynski, Mohammad Shahadat Hossain, Karl Andersson, Koushick Barua
Reason Based Machine Learning Approach to Detect Bangla Abusive Social Media Comments. ICO (2022)
Md. Arif Istiek Neloy, Faisal Mahamud, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson
Tomato Leaf Disease Classification Using Transfer Learning Method. ICO (2022)
Lutfun Nahar, Nanziba Basnin, Sirazum Nadia Hoque, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson
A Hybrid Deep Learning System to Detect Face-Mask and Monitor Social Distance. AII (2022)
Mohammad Arfizurrahmanl, Ahmad, Mohammad Shahadat Hossain, Mohammad Ahsanul Haque, Karl Andersson
Real-Time Non-Intrusive Driver Fatigue Detection System using Belief Rule-Based Expert System. J. Internet Serv. Inf. Secur. 11 (4) (2021)
Lutfun Nahar, Mohammad Shahadat Hossain, Promi Das, Tanzeem Alam, Karl Andersson
A Deep Learning-Based Ophthalmologic Approach for Retinal Fundus Image Analysis to Detect Glaucoma. TCCE (2021)
Refat Khan Pathan, Mohammad Amaz Uddin, Nazmun Nahar, Ferdous Ara, Mohammad Shahadat Hossain, Karl Andersson
Human Age Estimation Using Deep Learning from Gait Data. AII (2021)
Tawsin Uddin Ahmed, Sazzad Hossain, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
A Deep Learning Approach with Data Augmentation to Recognize Facial Expressions in Real Time. TCCE (2021)
Tasnim Afroze, Shumia Akther, Mohammed Armanuzzaman Chowdhury, Emam Hossain, Mohammad Shahadat Hossain, Karl Andersson
Glaucoma Detection Using Inception Convolutional Neural Network V3. AII (2021)
Sabrina Jahan Maisha, Ety Biswangri, Mohammad Shahadat Hossain, Karl Andersson
An Approach to Detect Chronic Kidney Disease (CKD) by Removing Noisy and Inconsistent Values of UCI Dataset. TCCE (2021)
Polash Dey, Emam Hossain, Md. Ishtiaque Hossain, Mohammed Armanuzzaman Chowdhury, Md. Shariful Alam, Mohammad Shahadat Hossain, Karl Andersson
Comparative Analysis of Recurrent Neural Networks in Stock Price Prediction for Different Frequency Domains. Algorithms 14 (8) (2021)
Nazmun Nahar, Ferdous Ara, Md. Arif Istiek Neloy, Anik Biswas, Mohammad Shahadat Hossain, Karl Andersson
Feature Selection Based Machine Learning to Improve Prediction of Parkinson Disease. BI (2021)
Tahmina Akter Sumi, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
Human Gender Detection from Facial Images Using Convolution Neural Network. AII (2021)
Nanziba Basnin, Nazmun Nahar, Fahmida Ahmed Anika, Mohammad Shahadat Hossain, Karl Andersson
Deep Learning Approach to Classify Parkinson's Disease from MRI Samples. BI (2021)
Nanziba Basnin, Tahmina Akter Sumi, Mohammad Shahadat Hossain, Karl Andersson
Early Detection of Parkinson's Disease from Micrographic Static Hand Drawings. BI (2021)
Sharif Noor Zisad, Mohammad Shahadat Hossain, Mohammed Sazzad Hossain, Karl Andersson
An Integrated Neural Network and SEIR Model to Predict COVID-19. Algorithms 14 (3) (2021)
Md. Mahmodul Hasan, Md. Asaduzzaman, Mohammad Motiur Rahman, Mohammad Shahadat Hossain, Karl Andersson
D3mciAD: Data-Driven Diagnosis of Mild Cognitive Impairment Utilizing Syntactic Images Generation and Neural Nets. BI (2021)
Noortaz Rezoana, Mohammad Shahadat Hossain, Karl Andersson
Face Mask Detection in the Era of COVID-19: A CNN-Based Approach. TCCE (2021)
Zinnia Sultana, Lutfun Nahar, Nanziba Basnin, Mohammad Shahadat Hossain
Inference and Learning Methodology of Belief Rule Based Expert System to Assess Chikungunya. AII (2021)
Nagifa Ilma Progga, Noortaz Rezoana, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
A CNN Based Model for Venomous and Non-venomous Snake Classification. AII (2021)
Md. Hasan Al Banna, Tapotosh Ghosh, M. Jaber Al Nahian, Kazi Abu Taher, M. Shamim Kaiser, Mufti Mahmud, Mohammad Shahadat Hossain, Karl Andersson
Attention-Based Bi-Directional Long-Short Term Memory Network for Earthquake Prediction. IEEE Access 9 (2021)
Sharif Noor Zisad, Etu Chowdhury, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
An Integrated Deep Learning and Belief Rule-Based Expert System for Visual Sentiment Analysis under Uncertainty. Algorithms 14 (7) (2021)
Shafkat Raihan, Sharif Noor Zisad, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson
A Belief Rule Base Approach to Support Comparison of Digital Speech Signal Features for Parkinson's Disease Diagnosis. BI (2021)
Md. Arif Istiek Neloy, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson
A Weighted Average Ensemble Technique to Predict Heart Disease. TCCE (2021)
Nazmun Nahar, Ferdous Ara, Jubair Ahmed Junjun, Mohammad Shahadat Hossain, Karl Andersson
A Hybrid CNN-LSTM-Based Emotional Status Determination using Physiological Signals. TCCE (2021)
Mohammad Amir Saadat, Mohammad Shahadat Hossain, Rezaul Karim, Rashed Mustafa
Classification of Cultural Heritage Mosque of Bangladesh Using CNN and Keras Model. ICO (2020)
Sharif Noor Zisad, Mohammad Shahadat Hossain, Karl Andersson
Speech Emotion Recognition in Neurological Disorders Using Convolutional Neural Network. BI (2020)
Nanziba Basnin, Lutfun Nahar, Mohammad Shahadat Hossain
An Integrated CNN-LSTM Model for Micro Hand Gesture Recognition. ICO (2020)
Sami Kabir, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson
An Integrated Approach of Belief Rule Base and Deep Learning to Predict Air Pollution. Sensors 20 (7) (2020)
Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson
A Deep Learning Inspired Belief Rule-Based Expert System. IEEE Access 8 (2020)
Dipankar Gupta, Emam Hossain, Mohammed Sazzad Hossain, Mohammad Shahadat Hossain, Karl Andersson
An Interactive Computer System with Gesture-Based Mouse and Keyboard. ICO (2020)
Mohammad Newaj Jamil, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
Technological Innovation Capability Evaluation of High-Tech Firms Using Conjunctive and Disjunctive Belief Rule-Based Expert System: A Comparative Study. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 11 (3) (2020)
Nasrin Jahan, Rashed Mustafa, Rezaul Karim, Mohammad Shahadat Hossain
Classification of Orthopedic Patients Using Supervised Machine Learning Techniques. ICO (2020)
Md. Saiful Islam, Emam Hossain, Abdur Rahman, Mohammad Shahadat Hossain, Karl Andersson
A Review on Recent Advancements in FOREX Currency Prediction. Algorithms 13 (8) (2020)
Subasish Gosh, Nazmun Nahar, Mohammad Abdul Wahab, Munmun Biswas, Mohammad Shahadat Hossain, Karl Andersson
Recommendation System for E-commerce Using Alternating Least Squares (ALS) on Apache Spark. ICO (2020)
Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson
A Machine Learning Based Fall Detection for Elderly People with Neurodegenerative Disorders. BI (2020)
Refat Khan Pathan, Mohammad Amaz Uddin, Nazmun Nahar, Ferdous Ara, Mohammad Shahadat Hossain, Karl Andersson
Gender Classification from Inertial Sensor-Based Gait Dataset. ICO (2020)
Mehenika Akter, Mohammad Shahadat Hossain, Tawsin Uddin Ahmed, Karl Andersson
Mosquito Classification Using Convolutional Neural Network with Data Augmentation. ICO (2020)
Mohammad Shahadat Hossain, Fatema-Tuj-Johora, Karl Andersson
A Belief Rule Based Expert System to Assess Hypertension under Uncertainty. J. Internet Serv. Inf. Secur. 9 (4) (2019)
Mohammad Shahadat Hossain, Zinnia Sultana, Lutfun Nahar, Karl Andersson
An Intelligent System to Diagnose Chikungunya under Uncertainty. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 10 (2) (2019)
Kazy Noor E. Alam Siddiquee, Karl Andersson, Francisco Javier Moreno Arrebola, Zainal Abedin, Mohammad Shahadat Hossain
Estimation of Signal Coverage and Localization in Wi-Fi Networks with AODV and OLSR. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 9 (3) (2018)
Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson
A novel anomaly detection algorithm for sensor data under uncertainty. Soft Comput. 22 (5) (2018)
Mohammad Shahadat Hossain, Saifur Rahaman, Rashed Mustafa, Karl Andersson
A belief rule-based expert system to assess suspicion of acute coronary syndrome (ACS) under uncertainty. Soft Comput. 22 (22) (2018)
Md. Zainal Abedin, Kazy Noor-e-Alam Siddiquee, M. S. Bhuyan, Razuan Karim, Mohammad Shahadat Hossain, Karl Andersson
Performance Analysis of Anomaly Based Network Intrusion Detection Systems. LCN Workshops (2018)
Ahmed Afif Monrat, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson
A Belief Rule Based Flood Risk Assessment Expert System using Real Time Sensor Data Streaming. LCN Workshops (2018)
Mohammad Shahadat Hossain, Abdullah Al Hasan, Sunanda Guha, Karl Andersson
A Belief Rule Based Expert System to Predict Earthquake under Uncertainty. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 9 (2) (2018)
Mohammad Shahadat Hossain, Faisal Ahmed, Fatema-Tuj-Johora, Karl Andersson
A Belief Rule Based Expert System to Assess Tuberculosis under Uncertainty. J. Medical Syst. 41 (3) (2017)
Kazy Noor E. Alam Siddiquee, Faria Farjana Khan, Karl Andersson, Mohammad Shahadat Hossain
Optimal dynamic routing protocols for agro-sensor communication in MANETs. CCNC (2017)
Zainal Abedin, Sukanta Paul, Sharmin Akhter, Kazy Noor E. Alam Siddiquee, Mohammad Shahadat Hossain, Karl Andersson
Selection of Energy Efficient Routing Protocol for Irrigation Enabled by Wireless Sensor Network. LCN Workshops (2017)
Raihan Ul Islam, Karl Andersson, Mohammad Shahadat Hossain
Heterogeneous wireless sensor networks using CoAP and SMS to predict natural disasters. INFOCOM Workshops (2017)
Zainal Abedin, Abu Sayeed Chowdhury, Mohammad Shahadat Hossain, Karl Andersson, Razuan Karim
An interoperable IP based WSN for smart irrigation system. CCNC (2017)
Mohammad Shahadat Hossain, Saifur Rahaman, Ah-Lian Kor, Karl Andersson, Colin Pattinson
A Belief Rule Based Expert System for Datacenter PUE Prediction under Uncertainty. IEEE Trans. Sustain. Comput. 2 (2) (2017)
Md Rafiul Sabbir Hridoy, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
A web based belief rule based expert system for assessing flood risk. iiWAS (2017)
Kazy Noor E. Alam Siddiquee, Karl Andersson, Faria Farjana Khan, Mohammad Shahadat Hossain
A Scalable and Secure MANET for an i-Voting System. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 8 (3) (2017)
Sumeet Thombre, Raihan Ul Islam, Karl Andersson, Mohammad Shahadat Hossain
Performance analysis of an IP based protocol stack for WSNs. INFOCOM Workshops (2016)
Razuan Karim, Mohammad Shahadat Hossain, Md. Saifuddin Khalid, Rashed Mustafa, Tanveer Ahmed Bhuiyan
A Belief Rule-Based Expert System to Assess Bronchiolitis Suspicion from Signs and Symptoms Under Uncertainty. IntelliSys (1) (2016)
Sumeet Thombre, Raihan Ul Islam, Karl Andersson, Mohammad Shahadat Hossain
IP based Wireless Sensor Networks: Performance Analysis using Simulations and Experiments. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 7 (3) (2016)
Raihan Ul Islam, Karl Andersson, Mohammad Shahadat Hossain
A web based belief rule based expert system to predict flood. iiWAS (2015)
Karl Andersson, Mohammad Shahadat Hossain
Heterogeneous wireless sensor networks for flood prediction decision support systems. INFOCOM Workshops (2015)
Mohammad Shahadat Hossain, Pär-Ola Zander, Md Sarwar Kamal, Linkon Chowdhury
Belief-rule-based expert systems for evaluation of e-government: a case study. Expert Syst. J. Knowl. Eng. 32 (5) (2015)
Karl Andersson, Mohammad Shahadat Hossain
Smart risk assessment systems using belief-rule-based DSS and WSN technologies. VITAE (2014)
Mohammad Shahadat Hossain, Christopher G. Davies
An Information System to Assess Flood Impact on Road Transportation Systems. Int. J. Comput. Their Appl. 13 (2) (2006)
Mohammad Shahadat Hossain, Christopher G. Davies
An Entity-Relationship Model for an Information System to Assess Flood Impact on Route Network. Int. J. Comput. Their Appl. 13 (4) (2006)