saef ullah

Md. Saef Ullah Miah, PhD

Associate Professor, Dept. of CS, AIUB

About Me

Hello, I am Mohammad Saef Ullah Miah. I am an Associate Professor at the department of Computer Science, AIUB. I have obtained my PhD from Universiti Malaysia Pahang Al-Sultan Abdullah, and have completed my Master's and Bachelor's degree from AIUB. I have hands-on experience in Software Development, Machine Learning, Deep Learning, Natural Language Processing, Data Science, Blockchain and project management. Prior to that, I completed my Higher Secondary education from Rajuk Uttara Model College and Secondary schooling from Ideal School and College. Apart from my routine work, I enjoy managing open source projects and exploring new technological advancements and gadgets. My research interests lie in various areas including Machine Learning, Natural Language Processing, Data and Text Mining, Knowledge Management, Material Informatics, and Blockchain based decentralized applications. I am passionate about applying these technologies to solve real-world problems and contribute to the development of innovative solutions.

Journal Papers

A Comprehensive dental dataset of six classes for deep learning based object detection study

Data in Brief, Available online 21 September 2024, 110970

doi https://doi.org/10.1016/j.dib.2024.110970 Paper link

SCImago Journal & Country Rank

A novel integrated logistic regression model enhanced with recursive feature elimination and explainable artificial intelligence for dementia prediction

Healthcare Analytics, Available online 14 September 2024, 100362

doi https://doi.org/10.1016/j.health.2024.100362 Paper link

SCImago Journal & Country Rank

Explainable deep learning for diabetes diagnosis with DeepNetX2

Biomedical Signal Processing and Control, Volume 99, January 2025, 106902

doi https://doi.org/10.1016/j.bspc.2024.106902 Paper link

SCImago Journal & Country Rank

A Medical Cyber-Physical System utilizing the Bayes algorithm for post-diagnosis patient supervision

AIUB Journal of Science and Engineering (AJSE), vol. 23, no. 2, pp. 84 - 91, Aug. 2024. ISSN: 1608 – 3679 (print) 2520 – 4890 (Online)

doi https://doi.org/10.53799/ajse.v23i2.635 Paper link

SCImago Journal & Country Rank

A multimodal approach to cross-lingual sentiment analysis with ensemble of transformer and LLM

Scientific Reports, volume 14, Article number: 9603 (2024)

doi https://doi.org/10.1038/s41598-024-60210-7 Paper link

SCImago Journal & Country Rank

Priority based job scheduling technique that utilizes gaps to increase the efficiency of job distribution in cloud computing

Sustainable Computing: Informatics and Systems, 30 November 2023, 100942

doi https://doi.org/10.1016/j.suscom.2023.100942 Paper link

SCImago Journal & Country Rank

Evaluating the Performance of a Visual Support System for Driving Assistance using a Deep Learning Algorithm

Journal of Advanced Research in Applied Sciences and Engineering Technology, 34(1), 38–50

doi https://doi.org/10.37934/araset.34.1.3850 Paper link

An automated materials and processes identification tool for material informatics using deep learning approach

Heliyon, Volume 9, Issue 9, September 2023, e20003

doi https://doi.org/10.1016/j.heliyon.2023.e20003 Paper link

SCImago Journal & Country Rank

Aspect-based Sentiment Analysis Model for Evaluating Teachers' Performance from Students' Feedback

AIUB Journal of Science and Engineering (AJSE), vol. 22, no. 3, pp. 287 - 294, Dec. 2023., ISSN: 1608-3679 (print) 2520–4890 (Online)

doi https://doi.org/10.53799/ajse.v22i3.921 Paper link

SCImago Journal & Country Rank

A comprehensive dataset for aspect-based sentiment analysis in evaluating teacher performance

AIUB Journal of Science and Engineering (AJSE), Vol 22 No 2 (2020), pp.200-213, ISSN: 1608-3679 (print) 2520–4890 (Online)

doi https://doi.org/10.53799/ajse.v22i2.862 Paper link

SCImago Journal & Country Rank

Yus - A Deep Learning Algorithm for Collision Avoidance through Object and Vehicle Detection

Journal of Advanced Research in Applied Sciences and Engineering Technology, 31(1), 226–236

doi https://doi.org/10.37934/araset.31.1.226236 Paper link

Distributed Ledger Technology Based Integrated Healthcare Solution for Bangladesh

IEEE Access, Volume 11, 2023

doi 10.1109/ACCESS.2023.3279724 Paper link

SCImago Journal & Country Rank

4D: A Real-Time Driver Drowsiness Detector Using Deep Learning

Electronics 2023, 12(1), 235

doi https://doi.org/10.3390/electronics12010235 Paper link

SCImago Journal & Country Rank

ReSTiNet: An Efficient Deep Learning Approach to Improve Human Detection Accuracy

MethodsX, Volume 10, 2023, 101936

doi https://doi.org/10.1016/j.mex.2022.101936 Paper link

SCImago Journal & Country Rank

ReSTiNet: On Improving the Performance of Tiny-YOLO-Based CNN Architecture for Applications in Human Detection

MDPI Applied Sciences 2022, 12(18), 9331

doi https://doi.org/10.3390/app12189331 Paper link

SCImago Journal & Country Rank

Evaluating keyphrase extraction algorithms for finding similar news articles using lexical similarity calculation and semantic relatedness measurement by word embedding

PeerJ Computer Science 8:e1024

doi 10.7717/peerj-cs.1024 Paper link

SCImago Journal & Country Rank

A machine learning approach for Bengali handwritten vowel character recognition

IAES International Journal of Artificial Intelligence (IJ-AI), Vol 11, No 3

doi 10.11591/ijai.v11.i3.pp1143-1152 Paper link

SCImago Journal & Country Rank

Application of machine learning algorithms to predict the thyroid disease risk: an experimental comparative study

PeerJ Computer Science 8:e898

doi 10.7717/peerj-cs.898 Paper link

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Predicting Young Imposter Syndrome Using Ensemble Learning

Complexity, Volume 2022, Article ID 8306473, 10 pages, 2022

doi 10.1155/2022/8306473 Paper link

SCImago Journal & Country Rank

Sentence Boundary Extraction from Scientific Literature of Electric Double Layer Capacitor Domain: Tools and Techniques

MDPI Applied Sciences 2022, 12(3), 1352

doi https://doi.org/10.3390/app12031352 Paper link

SCImago Journal & Country Rank

Recommending Research Articles: A Multi-Level Chronological Learning-Based Approach using Unsupervised Keyphrase Extraction and Lexical Similarity Calculation

IEEE Access, 2021

doi 10.1109/ACCESS.2021.3131470 Paper link

SCImago Journal & Country Rank

Study of Keyword Extraction Techniques for Electric Double-Layer Capacitor Domain Using Text Similarity Indexes: An Experimental Analysis

Complexity, Volume 2021, Article ID 8192320, 12 pages, 2021

doi 10.1155/2021/8192320 Paper link

SCImago Journal & Country Rank

IoT (Internet of Things) - Based Smart Garbage Management System: A Proposal for major Cities of Bangladesh

AIUB Journal of Science and Engineering (AJSE), Vol 19 No 1 (2020), pp.33-40, ISSN: 1608-3679 (print) 2520–4890 (Online)

doi 10.53799/ajse.v19i1.55 Paper link

SCImago Journal & Country Rank

Demography of Startup Software Companies: An Empirical Investigation on the Success and Failure

International Journal of Computer Applications, Foundation of Computer Science (FCS), NY, USA, Volume 176 - Number 29, pp.1-8, Year of Publication: 2020, ISBN : 973-93-80901-13-2

doi 10.5120/ijca2020920313 Paper link

Intelligent Tour Planning System using Crowd Sourced Data

International Journal of Education and Management Engineering(IJEME), Vol.8, No.1, pp.22-29, ISSN: 2305-3623 (Print), ISSN: 2305-8463 (Online), Year 2018

doi 10.5815/ijeme.2018.01.03 Paper link

Simple Approach to Traffic Update System

International Journal of Computer Applications, Foundation of Computer Science (IJCA), Volume 118, ISSN 0975 – 8887, Year 2015

doi 10.5120/20739-3118 Paper link

Face Recognition using Eigenfaces

International Journal of Computer Applications, Foundation of Computer Science (IJCA), Volume 118, ISSN 0975 – 8887, Year 2015

doi 10.5120/20740-3119 Paper link

Conference Papers

Predictive Modeling and Early Detection of White Spot Disease in Shrimp Farming Using Machine Learning: A Case Study in Bangladesh

Proceedings of Trends in Electronics and Health Informatics. TEHI 2023. December 20-21, 2023, Jahangir Nagar University, Savar, Dhaka, Bangladesh. Lecture Notes in Networks and Systems, vol 1034. Springer, Singapore. Print ISBN: 978-981-97-3936-3, Online ISBN: 978-981-97-3937-0

doi https://doi.org/10.1007/978-981-97-3937-0_18 Paper link

SCImago Journal & Country Rank

Evaluating Teachers’ Performance through Aspect-Based Sentiment Analysis

2024 IEEE 9th International Conference for Convergence in Technology (I2CT), 05-07 April 2024, Pune, India. IEEE. Electronic ISBN:979-8-3503-9447-4, Print ISBN:979-8-3503-9445-0

doi https://doi.org/10.1109/I2CT61223.2024.10543706 Paper link

Sustainability-Driven Hourly Energy Demand Forecasting in Bangladesh Using Bi-LSTMs

ISGTA 2023 : The International Symposium on Green Technologies and Applications, Dec 27- Dec 29, 2023, Casablanca, Morocco. Elsevier.

doi https://doi.org/10.1016/j.procs.2024.05.002 Paper link

SCImago Journal & Country Rank

Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation, and Predictive Modeling

TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON), 31 October 2023 - 03 November 2023, Chiang Mai, Thailand. IEEE.

doi https://doi.org/10.1109/TENCON58879.2023.10322490 Paper link

Target and Precursor Named Entities Recognition from Scientific Texts of High-Temperature Steel Using Deep Neural Network

34th Database and Expert Systems Applications. DEXA 2023, 28-30 Augus 2023, Penang, Malaysia. Lecture Notes in Computer Science, vol 14147. Springer, Cham.

doi https://doi.org/10.1007/978-3-031-39821-6_16 Paper link

SCImago Journal & Country Rank

Medical Named Entity Recognition (MedNER): A Deep Learning Model for Recognizing Medical Entities (Drug, Disease) from Scientific Texts

IEEE EUROCON 2023 - 20th International Conference on Smart Technologies, 06-08 July 2023, Torino, Italy

doi https://doi.org/10.1109/EUROCON56442.2023.10199075 Paper link

Impact of COVID-19 Lockdowns on Air Quality in Bangladesh: Analysis and AQI Forecasting with Support Vector Regression

2023 4th International Conference for Emerging Technology (INCET), 26-28 May 2023, Belgaum, India

doi https://doi.org/10.1109/INCET57972.2023.10169997 Paper link

Material Named Entity Recognition (MNER) for Knowledge-Driven Materials Using Deep Learning Approach

Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering, TCCE 2022, 18-19 December 2022, Mawlana Bhashani Science and Technology University, Tangail, Bangladesh

doi 10.1007/978-981-19-9483-8_17 Paper link

SCImago Journal & Country Rank

Predicting Carboxymethyl Cellulase assay (CMCase) production using Artificial Neural Network and explicit feature selection approach

2023 IEEE 8th International Conference for Convergence in Technology (I2CT), 07-09 April 2023, Lonavla, India

doi 10.1109/I2CT57861.2023.10126364 Paper link

Predicting the Success of Suicide Terrorist Attacks using different Machine Learning Algorithms

2022 25th International Conference on Computer and Information Technology (ICCIT), 17-19 December 2022, Cox's Bazar, Bangladesh

doi 10.1109/ICCIT57492.2022.10055100 Paper link

An automated monitoring and environmental control system for laboratory-scale cultivation of oyster mushrooms using the Internet of Agricultural Thing (IoAT)

ICCA 2022: Proceedings of the 2nd International Conference on Computing Advancements, March 2022

doi https://doi.org/10.1145/3542954.3542985 Paper link

SCImago Journal & Country Rank

A Trend Analysis of crimes in Bangladesh

ICCA 2022: Proceedings of the 2nd International Conference on Computing Advancements, March 2022

doi https://doi.org/10.1145/3542954.3543026 Paper link

SCImago Journal & Country Rank

An adaptive Medical Cyber-Physical System for post diagnosis patient care using cloud computing and machine learning approach

2022 3rd International Conference for Emerging Technology (INCET), 27-29 May, 2022, Belgaum, India

doi 10.1109/INCET54531.2022.9824032 Paper link

A Behavioral Trust Model for Internet of Healthcare Things Using an Improved FP-Growth Algorithm and Naïve Bayes Classifier

2021 3rd International Conference on Sustainable Technologies for Industry 4.0 (STI), 18-19 Dec, 2021, Dhaka, Bangladesh

doi 10.1109/STI53101.2021.9732588 Paper link

Comparison of document similarity algorithms in extracting document keywords from an academic paper

2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM), 24-26 Aug. 2021, Pekan, Malaysia

doi 10.1109/ICSECS52883.2021.00121 Paper link

Awareness to Deepfake: A resistance mechanism to Deepfake

2021 International Congress of Advanced Technology and Engineering (ICOTEN), 4-5 July 2021, Taiz, Yemen

doi 10.1109/ICOTEN52080.2021.9493549 Paper link

Performance comparison of HTTP/2 for Common E-Commerce Web Frameworks with Traditional HTTP

Journal of Physics: Conference Series, Volume 1529, The 2nd Joint International Conference on Emerging Computing Technology and Sports (JICETS) 2019 25-27 November 2019, Bandung, Indonesia

doi 10.1088/1742-6596/1529/5/052023 Paper link

SCImago Journal & Country Rank

A Geofencing-based Recent Trends Identification from Twitter Data

The 6th International Conference on Software Engineering & Computer Systems 25-27 September 2019, Pahang, Malaysia

doi https://doi.org/10.1088/1757-899X/769/1/012008 Paper link

SCImago Journal & Country Rank

Location, Context and Device aware Framework (LCDF): A unified Framework for Mobile Data Management

ICCA 2020: Proceedings of the International Conference on Computing Advancements, January 2020

doi https://doi.org/10.1145/3377049.3377134 Paper link

SCImago Journal & Country Rank

IoT Based Healthcare Middleware

ICCA 2020: Proceedings of the International Conference on Computing Advancements, January 2020

doi https://doi.org/10.1145/3377049.3377132 Paper link

SCImago Journal & Country Rank

The issues and the possible solutions for implementing self-driving cars in bangladesh

Humanitarian Technology Conference (R10-HTC), 2017 IEEE Region 10, 2017, Dhaka, Bangladesh

doi 10.1109/R10-HTC.2017.8288950 Paper link

SHIMPG: Simple Human Interaction with Machine using Physical Gesture

International Conference on Control, Automation, Robotics & Vision (ICARCV), 2014, Singapore

doi 10.1109/ICARCV.2014.7064322 Paper link

Cricket Shot Classification Using Motion Vector

International Conference on Computing Technology and Information Management (ICCTIM), 2015, Universiti Tun Hussein Onn, Malaysia

doi 10.1109/ICCTIM.2015.7224605 Paper link

Optimized Tracking using VAIT for Moving Objects

International Conference on Computing Technology and Information Management (ICCTIM), 2015, Universiti Tun Hussein Onn, Malaysia

doi 10.1109/ICCTIM.2015.7224604 Paper link

Book/ Book Chapters

Practical Cryptography: Algorithms and Implementations Using C++

Chapter: Chapter 6: Advanced Encryption Standard
ISBN: 9781482228892
Publisher: Auerbach Publications
Publishing Year: 2014

Book link

Blockchain in Data Analytics

Chapter: Chapter 1: Introduction to Blockchain
ISBN: 978-1-5275-4429-1
Publisher: CAMBRIDGE SCHOLARS PUBLISHING
Publishing Year: 2020

Book link Read here

Dataset

A Novel Dataset for Aspect-based Sentiment Analysis for Teacher Performance Evaluation

Published Date: 28 April 2023
Version: 1
10.17632/b2yhc95rnx.1
Categories: Teacher Assessment, Sentiment Analysis
License: CC BY NC 3.0

Download link

A Novel Dataset for Aspect-based Sentiment Analysis for Teacher Performance Evaluation

MatRecData: Material and Process Named Entity Recognition Dataset for EDLC

Published Date: 20 February 2023
Version: 2
10.17632/s3st6n77pr.2
Categories: Materials Science, Supercapacitors
License: CC BY 4.0

Download link

MatRecData: Material and Process Named Entity Recognition Dataset for EDLC

TP-NER: A named entity recognition dataset of target and precursor named entities for high-temperature steel

Published Date: 16 December 2022
Version: 1
10.17632/5zng6khy9h.1
Categories: Materials Science, Computational Materials Science, Natural Language Processing
License: CC BY NC 3.0

Download link

TP-NER: A named entity recognition dataset of target and precursor named entities for high-temperature steel

MedNER: Covid-19 drug disease named entity recognition dataset from scientific articles

Published Date: 13 December 2022
Version: 1
10.17632/46p8vp9xts.1
Categories: Natural Language Processing, Computer-Aided Design for Biomedical Application
License: CC BY NC 3.0

Download link

MedNER: Covid-19 drug disease named entity recognition dataset from scientific articles

Work Experience

Associate Professor at Department of Computer Science - American International University-Bangladesh (AIUB) (2023 - Present)

Graduate Research Assistant at Department of Computer Science - University Malaysia Pahang (UMP) (2019 - 2023)

Assistant Professor at Department of Computer Science - American International University-Bangladesh (AIUB) (2015 - 2023)

Lecturer at Department of Computer Science - American International University-Bangladesh (AIUB) (2013 - 2015)

Lecturer at Department of Computer Science - Bangladesh University (BU) (2012 - 2013)

Associate System Engineer - Aamra Technologies Limited (2012 - 2012)

Assistant Project Manager - North South University (2011 - 2012)

Volunteer Experience

Advisor - AIUB Computer Club (ACC) (2014 - Present)

Founding President - AIUB Computer Club (ACC) (2012 - 2014)

Publication Bibtex