WCU-AIR

Research

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Open collaborative writing with Manubot
Open collaborative writing with Manubot
Daniel S. Himmelstein, Vincent Rubinetti, David R. Slochower, Dongbo Hu, Venkat S. Malladi, Casey S. Greene, Anthony Gitter
PLOS Computational Biology  ·  04 Dec 2020  ·  doi:10.1371/journal.pcbi.1007128
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Manubot
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2025

Deepening Mathematical Understanding Using Visualization and Interactive Learning for Deaf Students
Deepening Mathematical Understanding Using Visualization and Interactive Learning for Deaf Students
Stefanie Amiruzzaman, Md Amiruzzaman, Heena Begum, Deepshikha Bhati, Tsung Heng Wu
IEEE ICKII 2024  ·  21 Feb 2025  ·  doi:10.3390/engproc2025089004

2024

Revolutionizing Rose Grading: Real-Time Detection and Accurate Assessment with YOLOv8 and Deep Learning Models
Revolutionizing Rose Grading: Real-Time Detection and Accurate Assessment with YOLOv8 and Deep Learning Models
Afia Tasnim, Baivab Das, Md. Rajibul Islam, Md Amiruzzaman, Md. Rashedul Islam, Nadeem Ahmed
SN Computer Science  ·  18 Dec 2024  ·  doi:10.1007/s42979-024-03556-z
ChatGPT: Transforming Healthcare with AI
ChatGPT: Transforming Healthcare with AI
Fnu Neha, Deepshikha Bhati, Deepak Kumar Shukla, Md Amiruzzaman
AI  ·  02 Dec 2024  ·  doi:10.3390/ai5040126
ChatGPT: Transforming Healthcare with AI
ChatGPT: Transforming Healthcare with AI
Fnu Neha, Deepshikha Bhati, Deepak Kumar Shukla, Md Amiruzzaman
MDPI AG  ·  09 Oct 2024  ·  doi:10.20944/preprints202410.0686.v1
Visualizing Routes With AI-Discovered Street-View Patterns
Visualizing Routes With AI-Discovered Street-View Patterns
Tsung Heng Wu, Md Amiruzzaman, Ye Zhao, Deepshikha Bhati, Jing Yang
IEEE Transactions on Computational Social Systems  ·  01 Oct 2024  ·  doi:10.1109/TCSS.2024.3382944
A Survey on Explainable Artificial Intelligence XAI Techniques for Visualizing Deep Learning Models in Medical Imaging
A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging
Deepshikha Bhati, Fnu Neha, Md Amiruzzaman
Journal of Imaging  ·  25 Sep 2024  ·  doi:10.3390/jimaging10100239
A Survey on Explainable Artificial Intelligence XAI Techniques for Visualizing Deep Learning Models in Medical Imaging
A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging
Deepshikha Bhati, FNU Neha, Md Amiruzzaman
MDPI AG  ·  12 Aug 2024  ·  doi:10.20944/preprints202408.0765.v1
ResECA-Unet: Enhancement of GI Tract Segmentation Using an Improved U-Net Framework
ResECA-Unet: Enhancement of GI Tract Segmentation Using an Improved U-Net Framework
SM Nuruzzaman Nobel, Omar Faruque Sifat, MD Rajibul Islam, MD Shohel Sayeed, Md Amiruzzaman
MDPI AG  ·  29 Mar 2024  ·  doi:10.20944/preprints202403.1833.v1

2023

An AI-Based Framework for Translating American Sign Language to English and Vice Versa
An AI-Based Framework for Translating American Sign Language to English and Vice Versa
Vijayendra D. Avina, Md Amiruzzaman, Stefanie Amiruzzaman, Linh B. Ngo, M. Ali Akber Dewan
Information  ·  15 Oct 2023  ·  doi:10.3390/info14100569
Constructing a Shariah Document Screening Prototype Based on Serverless Architecture
Constructing a Shariah Document Screening Prototype Based on Serverless Architecture
Marhanum Che Mohd Salleh, Rizal Mohd Nor, Faizal Yusof, Md Amiruzzaman
Computers  ·  24 Feb 2023  ·  doi:10.3390/computers12030050

2022

An AI-based framework for studying visual diversity of urban neighborhoods and its relationship with socio-demographic variables
An AI-based framework for studying visual diversity of urban neighborhoods and its relationship with socio-demographic variables
Md Amiruzzaman, Ye Zhao, Stefanie Amiruzzaman, Aryn C. Karpinski, Tsung Heng Wu
Journal of Computational Social Science  ·  28 Dec 2022  ·  doi:10.1007/s42001-022-00197-1
Explore the Relationships Between Students Academic Performance, Use of Twitter, and Academic Majors using Hierarchical Linear Modeling
Explore the Relationships Between Students’ Academic Performance, Use of Twitter, and Academic Majors using Hierarchical Linear Modeling
Stefanie Amiruzzaman, Md Amiruzzaman
2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)  ·  12 Sep 2022  ·  doi:10.1109/dasc/picom/cbdcom/cy55231.2022.9927881
Use of Twitter among College Students for Academics: A Mixed-Methods Approach
Use of Twitter among College Students for Academics: A Mixed-Methods Approach
Stefanie Amiruzzaman, Md Amiruzzaman
Social Sciences  ·  05 Sep 2022  ·  doi:10.3390/socsci11090404
Analysis of COVID-19: An infectious disease spread
Analysis of COVID-19: An infectious disease spread
Md Amiruzzaman, Mahnaz Rafia Islam, Md. Rajibul Islam, Rizal Mohd Nor
Journal of Internet Services and Information Security  ·  31 Aug 2022  ·  doi:10.22667/JISIS.2022.08.31.001
A Survey on Steganography and Steganalysis Techniques in Secret Communication
A Survey on Steganography and Steganalysis Techniques in Secret Communication
Md Amiruzzaman
Research Briefs on Information & Communication Technology Evolution  ·  31 Aug 2022  ·  doi:10.22667/REBICTE.2022.08.31.007
Logical analysis of built-in DBSCAN Functions in Popular Data Science Programming Languages
Logical analysis of built-in DBSCAN Functions in Popular Data Science Programming Languages
Amiruzzaman, Rashik Rahman, Rajibul Islam, Rizal Mohd Nor
Center for Open Science  ·  27 Jun 2022  ·  doi:10.31219/osf.io/ge654
Logical analysis of built-in DBSCAN Functions in Popular Data Science Programming Languages
Logical analysis of built-in DBSCAN Functions in Popular Data Science Programming Languages
Md Amiruzzaman, Rashik Rahman, Md. Rajibul Islam, Rizal Mohd Nor
MIST INTERNATIONAL JOURNAL OF SCIENCE AND TECHNOLOGY  ·  26 Jun 2022  ·  doi:10.47981/j.mijst.10(01)2022.349(25-32)
AVES: A data-driven approach for airman certification
AVES: A data-driven approach for airman certification
David Sheets, Md Amiruzzaman, D. Blake Stringer, Brian Neff, Ye Zhao
AIAA AVIATION 2022 Forum  ·  20 Jun 2022  ·  doi:10.2514/6.2022-3416
VisualCommunity: a platform for archiving and studying communities
VisualCommunity: a platform for archiving and studying communities
Suphanut Jamonnak, Deepshikha Bhati, Md Amiruzzaman, Ye Zhao, Xinyue Ye, Andrew Curtis
Journal of Computational Social Science  ·  16 May 2022  ·  doi:10.1007/s42001-022-00170-y
Interactive Visualization and Capture of Geo-Coded Multimedia Data on Mobile Devices
Interactive Visualization and Capture of Geo-Coded Multimedia Data on Mobile Devices
Deepshikha Bhati, Md Amiruzzaman, Suphanut Jamonnak, Ye Zhao
Lecture Notes in Computer Science  ·  01 Jan 2022  ·  doi:10.1007/978-3-030-98404-5_25
Geo-Context Aware Study of Vision-Based Autonomous Driving Models and Spatial Video Data
Geo-Context Aware Study of Vision-Based Autonomous Driving Models and Spatial Video Data
Suphanut Jamonnak, Ye Zhao, Xinyi Huang, Md Amiruzzaman
IEEE Transactions on Visualization and Computer Graphics  ·  01 Jan 2022  ·  doi:10.1109/tvcg.2021.3114853

2021

Leveraging Decentralized Internet of Things IoT and Blockchain Technology in International Trade
Leveraging Decentralized Internet of Things (IoT) and Blockchain Technology in International Trade
Asif Bhat, Rizal Mohd. Nor, Hafizah Mansor, Md Amiruzzaman
2021 International Conference on Cyber Security and Internet of Things (ICSIoT)  ·  01 Dec 2021  ·  doi:10.1109/icsiot55070.2021.00010
Evaluation of DBSCAN algorithm on different programming languages: An exploratory study
Evaluation of DBSCAN algorithm on different programming languages: An exploratory study
Md Amiruzzaman, Rashik Rahman, Md. Rajibul Islam, Rizal Mohd Nor
2021 5th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT)  ·  18 Nov 2021  ·  doi:10.1109/iceeict53905.2021.9667925
Students Academic Performance Multitasking and Digital Social-Networking using Twitter
Students' Academic Performance Multitasking and Digital Social-Networking using Twitter
Stefanie Amiruzzaman, Md Amiruzzaman
2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)  ·  01 Oct 2021  ·  doi:10.1109/dasc-picom-cbdcom-cyberscitech52372.2021.00143
Classifying crime places by neighborhood visual appearance and police geonarratives: a machine learning approach
Classifying crime places by neighborhood visual appearance and police geonarratives: a machine learning approach
Md Amiruzzaman, Andrew Curtis, Ye Zhao, Suphanut Jamonnak, Xinyue Ye
Journal of Computational Social Science  ·  08 Mar 2021  ·  doi:10.1007/s42001-021-00107-x
Data Mining and Visualization to Understand Accident-Prone Areas
Data Mining and Visualization to Understand Accident-Prone Areas
Md. Mashfiq Rizvee, Md Amiruzzaman, Md. Rajibul Islam
Algorithms for Intelligent Systems  ·  01 Jan 2021  ·  doi:10.1007/978-981-16-0586-4_12

2020

A Robust Feature Extraction Model for Human Activity Characterization Using 3-Axis Accelerometer and Gyroscope Data
A Robust Feature Extraction Model for Human Activity Characterization Using 3-Axis Accelerometer and Gyroscope Data
Rasel Ahmed Bhuiyan, Nadeem Ahmed, Md Amiruzzaman, Md Rashedul Islam
Sensors  ·  07 Dec 2020  ·  doi:10.3390/s20236990
Open collaborative writing with Manubot
Open collaborative writing with Manubot
Daniel S. Himmelstein, Vincent Rubinetti, David R. Slochower, Dongbo Hu, Venkat S. Malladi, Casey S. Greene, Anthony Gitter
PLOS Computational Biology  ·  04 Dec 2020  ·  doi:10.1371/journal.pcbi.1007128
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.
Manubot
Manuscript Source
Website
open-science collaboration
Evaluation of the Effectiveness of Movement Control Order to Limit the Spread of COVID-19
Evaluation of the Effectiveness of Movement Control Order to Limit the Spread of COVID-19
Md Amiruzzaman, M. Abdullah-Al-Wadud, Rizal Mohd Nor, Normaziah A. Aziz
Annals of Emerging Technologies in Computing  ·  01 Oct 2020  ·  doi:10.33166/aetic.2020.04.001
Smoke Object Segmentation and the Dynamic Growth Feature Model for Video-Based Smoke Detection Systems
Smoke Object Segmentation and the Dynamic Growth Feature Model for Video-Based Smoke Detection Systems
Md Rashedul Islam, Md Amiruzzaman, Shahriar Nasim, Jungpil Shin
Symmetry  ·  30 Jun 2020  ·  doi:10.3390/sym12071075
GTMapLens: Interactive Lens for Geo Text Data Browsing on Map
GTMapLens: Interactive Lens for Geo‐Text Data Browsing on Map
Chao Ma, Ye Zhao, Shamal AL‐Dohuki, Jing Yang, Xinyue Ye, Farah Kamw, Md Amiruzzaman
Computer Graphics Forum  ·  01 Jun 2020  ·  doi:10.1111/cgf.13995
Evaluation of the Effectiveness of Movement Control Order to Limit the Spread of COVID-19
Evaluation of the Effectiveness of Movement Control Order to Limit the Spread of COVID-19
Md Amiruzzaman, M. Abdullah-Al-Wadud, Rizal Mohd Nor, Normaziah A. Aziz
MDPI AG  ·  15 May 2020  ·  doi:10.20944/preprints202005.0247.v1
Prediction of Traffic-Violation Using Data Mining Techniques
Prediction of Traffic-Violation Using Data Mining Techniques
Amiruzzaman
Center for Open Science  ·  05 May 2020  ·  doi:10.31221/osf.io/a3sv6
Exploring Students amp;rsquo; Understanding of Statistical Mean
Exploring Students’ Understanding of Statistical Mean
Md Amiruzzaman
MDPI AG  ·  25 Apr 2020  ·  doi:10.20944/preprints202004.0455.v1
Multi-dimensional Skyline Query to Find Best Shopping Mall for Customers
Multi-dimensional Skyline Query to Find Best Shopping Mall for Customers
Md Amiruzzaman, Suphanut Jamonnak
2020 6th Conference on Data Science and Machine Learning Applications (CDMA)  ·  01 Mar 2020  ·  doi:10.1109/cdma47397.2020.00018
Hide Secret Information in Blocks: Minimum Distortion Embedding
Hide Secret Information in Blocks: Minimum Distortion Embedding
Md Amiruzzaman, Rizal Mohd Nor
2020 7th International Conference on Signal Processing and Integrated Networks (SPIN)  ·  01 Feb 2020  ·  doi:10.1109/spin48934.2020.9071138
Constructing knowledge graphs and their biomedical applications
Constructing knowledge graphs and their biomedical applications
David N. Nicholson, Casey S. Greene
Computational and Structural Biotechnology Journal  ·  01 Jan 2020  ·  doi:10.1016/j.csbj.2020.05.017
Interactive Visualization of AI-based Speech Recognition Texts
Interactive Visualization of AI-based Speech Recognition Texts
Tsung Heng Wu, Ye Zhao
EuroVis Workshop on Visual Analytics (EuroVA)  ·  01 Jan 2020  ·  doi:10.2312/EUROVA.20201091

2018

Prediction of Traffic-Violation Using Data Mining Techniques
Prediction of Traffic-Violation Using Data Mining Techniques
Md Amiruzzaman
Advances in Intelligent Systems and Computing  ·  18 Oct 2018  ·  doi:10.1007/978-3-030-02686-8_23
Unifying computing resources and access interface to support parallel and distributed computing education
Unifying computing resources and access interface to support parallel and distributed computing education
Linh B. Ngo, Ashwin Trikuta Srinath, Jeffrey Denton, Marcin Ziolkowski
Journal of Parallel and Distributed Computing  ·  01 Aug 2018  ·  doi:10.1016/j.jpdc.2018.02.020
Sci-Hub provides access to nearly all scholarly literature
Sci-Hub provides access to nearly all scholarly literature
Daniel S Himmelstein, Ariel Rodriguez Romero, Jacob G Levernier, Thomas Anthony Munro, Stephen Reid McLaughlin, Bastian Greshake Tzovaras, Casey S Greene
eLife  ·  01 Mar 2018  ·  doi:10.7554/eLife.32822

2010

Minimum Distortion Data Hiding
Minimum Distortion Data Hiding
Md. Amiruzzaman, M. Abdullah-Al-Wadud, Yoojin Chung
Communications in Computer and Information Science  ·  01 Jan 2010  ·  doi:10.1007/978-3-642-17578-7_16
Concurrent Covert Communication Channels
Concurrent Covert Communication Channels
Md Amiruzzaman, Hassan Peyravi, M. Abdullah-Al-Wadud, Yoojin Chung
Lecture Notes in Computer Science  ·  01 Jan 2010  ·  doi:10.1007/978-3-642-13577-4_18
An Analysis of Syndrome Coding
An Analysis of Syndrome Coding
Md Amiruzzaman, M. Abdullah-Al-Wadud, Yoojin Chung
Communications in Computer and Information Science  ·  01 Jan 2010  ·  doi:10.1007/978-3-642-13365-7_5

2009

An Improved Steganography Covert Channel
An Improved Steganography Covert Channel
Md Amiruzzaman, Hassan Peyravi, M. Abdullah-Al-Wadud, Yoojin Chung
Communications in Computer and Information Science  ·  01 Jan 2009  ·  doi:10.1007/978-3-642-10619-4_22

2008

A Health-Care Service for Mobile Computing
A Health-Care Service for Mobile Computing
Amiruzzaman Md., Hyoung Joong Kim
2008 Advanced Software Engineering and Its Applications  ·  01 Dec 2008  ·  doi:10.1109/asea.2008.28
Secure steganographic method
Secure steganographic method
M. Amiruzzaman, Hyoung Joong Kim
5th International Conference on Visual Information Engineering (VIE 2008)  ·  01 Jan 2008  ·  doi:10.1049/cp:20080298
Mathematical performance evaluation tool for image hash generation functions
Mathematical performance evaluation tool for image hash generation functions
Hyoung Joong Kim, So Young Kim, In-Kwon Yeo, M. Amiruzzaman
5th International Conference on Visual Information Engineering (VIE 2008)  ·  01 Jan 2008  ·  doi:10.1049/cp:20080312
AN IMPROVED STEGANOGRAPHIC METHOD
AN IMPROVED STEGANOGRAPHIC METHOD
Proceedings of the International Conference on Signal Processing and Multimedia Applications  ·  01 Jan 2008  ·  doi:10.5220/0001938901450150

An efficient merge sort technique that reduces both times and comparisons
An efficient merge sort technique that reduces both times and comparisons
N. Hossain, G.R. Alma, Amiruzzaman, S.M.M. Quadir
Proceedings. 2004 International Conference on Information and Communication Technologies: From Theory to Applications, 2004.  ·  [no date info]  ·  doi:10.1109/ictta.2004.1307869