An integrated approach for multiple criteria supplier selection combining Fuzzy Delphi, Fuzzy AHP & Fuzzy TOPSIS. - Ineen Sultana; Imtiaz Ahmed 002; Abdullahil Azeem (J. Intell. Fuzzy Syst., 2015)

Outlier Detection for Hydropower Generation Plant. - Imtiaz Ahmed 002; Aldo Dagnino; Alessandro Bongiovi; Yu Ding 002 (CASE, 2018)

O-LoMST: An Online Anomaly Detection Approach And Its Application In A Hydropower Generation Plant. - Imtiaz Ahmed 002; Travis Galoppo; Yu Ding 002 (CASE, 2019)

Unsupervised Anomaly Detection Based on Minimum Spanning Tree Approximated Distance Measures and its Application to Hydropower Turbines. - Imtiaz Ahmed 002; Aldo Dagnino; Yu Ding 002 (IEEE Trans Autom. Sci. Eng., 2019)

Neighborhood Structure Assisted Non-negative Matrix Factorization and its Application in Unsupervised Point Anomaly Detection. - Imtiaz Ahmed 002; Xia Ben Hu; Mithun P. Acharya; Yu Ding 002 (CoRR, 2020)

Towards Futuristic Autonomous Experimentation-A Surprise-Reacting Sequential Experiment Policy. - Imtiaz Ahmed 002; Satish T. S. Bukkapatnam; Bhaskar Botcha; Yu Ding 002 (CoRR, 2021)

Neighborhood Structure Assisted Non-negative Matrix Factorization and Its Application in Unsupervised Point-wise Anomaly Detection. - Imtiaz Ahmed 002; Xia Ben Hu; Mithun P. Acharya; Yu Ding 002 (J. Mach. Learn. Res., 2021)

Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection. - Imtiaz Ahmed 002; Travis Galoppo; Xia Ben Hu; Yu Ding 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

A Spatio-Temporal Track Association Algorithm Based on Marine Vessel Automatic Identification System Data. - Imtiaz Ahmed 002; Mikyoung Jun; Yu Ding 002 (IEEE Trans. Intell. Transp. Syst., 2022)

A Bi-LSTM Autoencoder Framework for Anomaly Detection - A Case Study of a Wind Power Dataset. - Ahmed Shoyeb Raihan; Imtiaz Ahmed 002 (CASE, 2023)

Guiding the Sequential Experiments in Autonomous Experimentation Platforms through EI-based Bayesian Optimization and Bayesian Model Averaging. - Ahmed Shoyeb Raihan; Imtiaz Ahmed 002 (CoRR, 2023)

Winning through Collaboration by Applying Federated Learning in Manufacturing Industry. - Farzana Islam; Ahmed Shoyeb Raihan; Imtiaz Ahmed 002 (CoRR, 2023)

Multi model LSTM architecture for Track Association based on Automatic Identification System Data. - Md Asif Bin Syed; Imtiaz Ahmed 002 (CoRR, 2023)

Identification of the Factors Affecting the Reduction of Energy Consumption and Cost in Buildings Using Data Mining Techniques. - Hamed Khosravi; Hadi Sahebi; Rahim Khanizad; Imtiaz Ahmed 002 (CoRR, 2023)

ML Algorithm Synthesizing Domain Knowledge for Fungal Spores Concentration Prediction. - Md Asif Bin Syed; Azmine Toushik Wasi; Imtiaz Ahmed 002 (CoRR, 2023)

Strategic Data Augmentation with CTGAN for Smart Manufacturing: Enhancing Machine Learning Predictions of Paper Breaks in Pulp-and-Paper Production. - Hamed Khosravi; Sarah Farhadpour; Manikanta Grandhi; Ahmed Shoyeb Raihan; Srinjoy Das; Imtiaz Ahmed 002 (CoRR, 2023)

Accelerating material discovery with a threshold-driven hybrid acquisition policy-based Bayesian optimization. - Ahmed Shoyeb Raihan; Hamed Khosravi; Srinjoy Das; Imtiaz Ahmed 002 (CoRR, 2023)

An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything. - Israt Zarin Era; Imtiaz Ahmed 002; Zhichao Liu; Srinjoy Das (CoRR, 2023)

A CNN-LSTM Architecture for Marine Vessel Track Association Using Automatic Identification System (AIS) Data. - Md Asif Bin Syed; Imtiaz Ahmed 002 (Sensors, 2023)

An Augmented Surprise-guided Sequential Learning Framework for Predicting the Melt Pool Geometry. - Ahmed Shoyeb Raihan; Hamed Khosravi; Tanveer Hossain Bhuiyan; Imtiaz Ahmed 002 (CoRR, 2024)

Binary Gaussian Copula Synthesis: A Novel Data Augmentation Technique to Advance ML-based Clinical Decision Support Systems for Early Prediction of Dialysis Among CKD Patients. - Hamed Khosravi; Srinjoy Das; Abdullah Al-Mamun 004; Imtiaz Ahmed 002 (CoRR, 2024)

A Comprehensive Approach to Carbon Dioxide Emission Analysis in High Human Development Index Countries using Statistical and Machine Learning Techniques. - Hamed Khosravi; Ahmed Shoyeb Raihan; Farzana Islam; Ashish Nimbarte; Imtiaz Ahmed 002 (CoRR, 2024)

A Data-Efficient Sequential Learning Framework for Melt Pool Defect Classification in Laser Powder Bed Fusion. - Ahmed Shoyeb Raihan; Austin Harper; Israt Zarin Era; Omar Al-Shebeeb; Thorsten Wuest; Srinjoy Das; Imtiaz Ahmed 002 (CoRR, 2024)

In-Situ Melt Pool Characterization via Thermal Imaging for Defect Detection in Directed Energy Deposition Using Vision Transformers. - Israt Zarin Era; Fan Zhou; Ahmed Shoyeb Raihan; Imtiaz Ahmed 002; Alan Abul-Haj; James Craig; Srinjoy Das; Zhichao Liu (CoRR, 2024)

Aerial drone fleet deployment optimization with endogenous battery replacements for direct delivery of time-sensitive products. - Tanveer Hossain Bhuiyan; Victor Walker; Mohammad S. Roni; Imtiaz Ahmed 002 (Expert Syst. Appl., 2024)

Chatbots and ChatGPT: a bibliometric analysis and systematic review of publications in Web of Science and Scopus databases. - Hamed Khosravi; Mohammad Reza Shafie; Morteza Hajiabadi; Ahmed Shoyeb Raihan; Imtiaz Ahmed 002 (Int. J. Data Min. Model. Manag., 2024)

A data driven sequential learning framework to accelerate and optimize multi-objective manufacturing decisions. - Hamed Khosravi; Taofeeq Olajire; Ahmed Shoyeb Raihan; Imtiaz Ahmed 002 (J. Intell. Manuf., 2024)

Toward Futuristic Autonomous Experimentation - A Surprise-Reacting Sequential Experiment Policy. - Imtiaz Ahmed 002; Satish T. S. Bukkapatnam; Bhaskar Botcha; Yu Ding 002 (IEEE Trans Autom. Sci. Eng., 2025)

LNUCB-TA: Linear-nonlinear Hybrid Bandit Learning with Temporal Attention. - Hamed Khosravi; Mohammad Reza Shafie; Ahmed Shoyeb Raihan; Srinjoy Das; Imtiaz Ahmed 002 (CoRR, 2025)

Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints. - Ahmed Shoyeb Raihan; Zhichao Liu; Tanveer Hossain Bhuiyan; Imtiaz Ahmed 002 (CoRR, 2025)

From Automation to Autonomy in Smart Manufacturing: A Bayesian Optimization Framework for Modeling Multi-Objective Experimentation and Sequential Decision Making. - Avijit Saha Asru; Hamed Khosravi; Imtiaz Ahmed 002; Abdullahil Azeem (CoRR, 2025)

Towards Efficient Real-Time Video Motion Transfer via Generative Time Series Modeling. - Tasmiah Haque; Md. Asif Bin Syed; Byungheon Jeong; Xue Bai; Sumit Mohan; Somdyuti Paul; Imtiaz Ahmed 002; Srinjoy Das (CoRR, 2025)