Submissions from 2023
Review of Unsupervised Segmentation Techniques on Long Wave Infrared Images, Mohammed Abuhussein, Aaron L. Robinson, and Iyad Almadani
AI-Based Approach for Behind-the-Meter Solar Photovoltaic Power Forecasting, Mohd Hasan Ali and Dipankar Dasgupta
Command filtered backstepping control of constrained flexible joint robotic manipulator, Mohammad Mehdi Arefi, Navid Vafamand, Behrouz Homayoun, and Mohammadreza Davoodi
Intent Prediction in Human-Human Interactions, Murchana Baruah, Bonny Banerjee, and Atulya K. Nagar
AttentionMNIST: a mouse-click attention tracking dataset for handwritten numeral and alphabet recognition, Murchana Baruah, Bonny Banerjee, Atulya K. Nagar, and René Marois
A deep learning perspective on Connected Automated Vehicle (CAV) cybersecurity and threat intelligence, Manoj Basnet and Mohd Hasan Ali
Assessment in Conversational Intelligent Tutoring Systems: Are Contextual Embeddings Really Better?, Colin M. Carmon, Xiangen Hu, and Arthur C. Graesser
Automated Assessment of Initial Answers to Questions in Conversational Intelligent Tutoring Systems: Are Contextual Embedding Models Really Better?, Colin M. Carmon, Brent Morgan, Xiangen Hu, and Arthur C. Graesser
A Hybrid GAN-Based DL Approach for the Automatic Detection of Shockable Rhythms in AED for Solving Imbalanced Data Problems, Kamana Dahal and Mohd Hasan Ali
Structured Illumination Microscope Image reconstruction using unrolled physics-informed generative adversarial network (UPIGAN), S. Parisa Dajkhosh, Mazharul Hossain, and Chrysanthe Preza
Rule-Based Safe Probabilistic Movement Primitive Control via Control Barrier Functions, Mohammadreza Davoodi, Asif Iqbal, Joseph M. Cloud, William J. Beksi, and Nicholas R. Gans
SSTM: Spatiotemporal recurrent transformers for multi-frame optical flow estimation, Fisseha Admasu Ferede and Madhusudhanan Balasubramanian
Where is Ethics in the Evolution of AIED’s Future?, Arthur C. Graesser, Xiangen Hu, John P. Sabatini, and Colin M. Carmon
Deep Learning Framework for Modeling Cognitive Load from Small and Noisy EEG data, Felix Havugimana, Kazi Ashraf Moinudin, and Mohammed Yeasin
Vehicle testbed for multispectral imaging and vision-based geolocation, A. Irwin, J. Mares, M. Martino, L. Zhang, O. Furxhi, E. Jacobs, R. Driggers, and C. K. Renshaw
A review of platforms for simulating embodied agents in 3D virtual environments, Deepti Prit Kaur, Narinder Pal Singh, and Bonny Banerjee
Visible, SWIR, and LWIR Drone Wide Area Coverage Sensor Systems, Patrick Leslie, Emily Chau, Thomas Watson, Orges Furxhi, Eddie Jacobs, Ronald Driggers, and Joseph Conroy
Unraveling Spatial-Spectral Dynamics of Speech Categorization Speed Using Convolutional Neural Networks, Kazi Ashraf Moinuddin, Felix Havugimana, Rakib Al-Fahad, Gavin M. Bidelman, and Mohammed Yeasin
Empowering Education with LLMs - The Next-Gen Interface and Content Generation, Steven Moore, Richard Tong, Anjali Singh, Zitao Liu, Xiangen Hu, Yu Lu, Joleen Liang, Chen Cao, Hassan Khosravi, Paul Denny, Chris Brooks, and John Stamper
Robust Control of Power Buffers in DC Microgrids, Abhiram V.P. Premakumar, Yang Yang Qian, Mohammadreza Davoodi, Yan Wan, and Ali Davoudi
Motion Blur Modeling for Multi-rotor and Fixed Wing UAVs, Alfredo J. Ramirez, Kyle Renshaw, Ron Driggers, Joseph Conroy, and Eddie L. Jacobs
FRT Capability Enhancement of Offshore Wind Farm by DC Chopper, Gilmanur Rashid and Mohd Hasan Ali
Time Sequence Machine Learning-Based Data Intrusion Detection for Smart Voltage Source Converter-Enabled Power Grid, Mohammad Ashraf Hossain Sadi, Dongbo Zhao, Tianqi Hong, and Mohd Hasan Ali
DDCNet: Deep dilated convolutional neural network for dense prediction, Ali Salehi and Madhusudhanan Balasubramanian
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction, Ali Salehi and Madhusudhanan Balasubramanian
Dense optic nerve head deformation estimated using CNN as a structural biomarker of glaucoma progression, Ali Salehi and Madhusudhanan Balasubramanian
A Comparative Evaluation of 3D Geometries of Scenes Estimated using Factor Graph Based Disparity Estimation Algorithms, Hanieh Shabanian and Madhusudhanan Balasubramanian
EpiSemble: A Novel Ensemble-based Machine-learning Framework for Prediction of DNA N6-methyladenine Sites Using Hybrid Features Selection Approach for Crops, Dipro Sinha, Tanwy Dasmandal, Md Yeasin, Dwijesh C. Mishra, Anil Rai, and Sunil Archak
Overview of Intelligent Inverters and Associated Cybersecurity Issues for a Grid-Connected Solar Photovoltaic System, Sai Nikhil Vodapally and Mohd Hasan Ali
Benefits of prompting students to generate summaries during pauses in segmented multimedia lessons, Yanqing Wang, Fuxing Wang, Richard E. Mayer, Xiangen Hu, and Shaoying Gong
Evaluation of Aerial Real-time RX Anomaly Detection, Thomas Pascarella Watson, Kevin McKenzie, Aaron Robinson, Kyle Renshaw, Ron Driggers, Eddie L. Jacobs, and Joseph Conroy
Evaluation of Aerial Real-time RX Anomaly Detection, Thomas Pascarella Watson, Kevin McKenzie, Aaron Robinson, Kyle Renshaw, Ron Driggers, Eddie L. Jacobs, and Joseph Conroy
Hyperspectral Unmixing-Based Anomaly Detection, Mohammed Younis, Mazharul Hossain, Aaron Robinson, Lan Wang, and Chrysanthe Preza
Hyperspectral Unmixing-Based Anomaly Detection, Mohammed Younis, Mazharul Hossain, Aaron Robinson, Lan Wang, and Chrysanthe Preza
Exploring the Individual Differences in Multidimensional Evolution of Knowledge States of Learners, Liang Zhang, Philip I. Pavlik, Xiangen Hu, Jody L. Cockroft, Lijia Wang, and Genghu Shi
Status quo and predictors of Weibo users’ attitudes toward lesbians and gay men in 31 provinces in the Chinese mainland: Analysis based on supervised machine learning and provincial panel data, Quan Zheng, Ying Guo, Zhen Wang, Frank Andrasik, Ziyi Kuang, Sheng Xu, and Xiangen Hu
Submissions from 2022
Obscurant Segmentation in Long Wave Infrared Images Using GLCM Textures, Mohammed Abuhussein and Aaron Robinson
Introduction, Mohd Hasan Ali
Superconducting magnetic energy storage in power grids, Mohd Hasan Ali
Smart Inverters and Controls for Grid-Connected Renewable Energy Sources, Mohd Hasan Ali and Naga Lakshmi Thotakura
Sow Localization in Thermal Images Using Gabor Filters, Iyad Almadani, Mohammed Abuhussein, and Aaron L. Robinson
Speech Emotion Recognition via Generation using an Attention-based Variational Recurrent Neural Network, Murchana Baruah and Bonny Banerjee
An Attention-Based Predictive Agent for Static and Dynamic Environments, Murchana Baruah, Bonny Banerjee, and Atulya K. Nagar
WCGAN-Based Cyber-Attacks Detection System in the EV Charging Infrastructure, Manoj Basnet and Mohd Hasan Ali
Applications of artificial intelligence to neurological disorders: Current technologies and open problems, J. Chandra, Madhavi Rangaswamy, Bonny Banerjee, Ambar Prajapati, Zahid Akhtar, Kenneth Sakauye, and Alwin Joseph
Overview of Machine Learning and Deep Learning Approaches for Detecting Shockable Rhythms in AED in the Absence or Presence of CPR, Kamana Dahal and Mohd Hasan Ali
Safe Robot Trajectory Control Using Probabilistic Movement Primitives and Control Barrier Functions, Mohammadreza Davoodi, Asif Iqbal, Joseph M. Cloud, William J. Beksi, and Nicholas R. Gans
Heterogeneity-Aware Graph Partitioning for Distributed Deployment of Multiagent Systems, Mohammadreza Davoodi and Javad Mohammadpour Velni
The double-edged sword effect of argumentative scaffolding on group discussion in an adaptive discussion system, Hongli Gao, Sheng Xu, Lei Yang, and Xiangen Hu
A Study on Human-Computer Interaction Mechanism in an Intelligent Tutoring System, Hongli Gao, Lei Yang, Sheng Xu, Zhou Long, Kai Liu, and Xiang’En Hu
Superconducting magnetic energy storage control methods, Sagnika Ghosh and Mohd Hasan Ali
Building Rich Interior Hazard Maps for Public Safety, Mazharul Hossain, Tianxing Ma, Thomas Watson, Brandon Simmers, Junaid Ahmed Khan, Eddie Jacobs, and Lan Wang
A Design of a Simple Yet Effective Exercise Recommendation System in K-12 Online Learning, Shuyan Huang, Qiongqiong Liu, Jiahao Chen, Xiangen Hu, Zitao Liu, and Weiqi Luo
A Novel Model for Wind Turbines on Trains †, Mario Hyman and Mohd Hasan Ali
Artificial Intelligence and Machine Learning in Optical Information Processing: introduction to the feature issue, Khan Iftekharuddin, Chrysanthe Preza, Abdul Ahad S. Awwal, and Michael E. Zelinski
Contrast in Target Acquisition, Eddie L. Jacobs
Simultaneous Parameter Estimation and Tracking Control without Persistence of Excitation with Application in Ink-Jet Deposition, Bashir Hosseini Jafari, Mohammadreza Davoodi, and Nicholas R. Gans
A Review of Algorithms for Mental Stress Analysis Using EEG Signal, Sherly Maria, J. Chandra, Bonny Banerjee, and Madhavi Rangaswamy
Wind Generator Output Power Smoothing by Using Pitch Controller, S. M. Muyeen, M. H. Ali, R. Takahashi, T. Murata, and J. Tamura
Editorial: The role of teachers' emotions in students' outcomes: From the perspective of interpersonal emotions, Zhongling Pi, Harrison Hao Yang, Wenli Chen, Xiangen Hu, and Xiying Li
Simulating Distributed Wireless Sensor Networks for Edge-AI, Ambar Prajapati and Bonny Banerjee
A Probabilistic Model for Minimization of Solar Energy Operation Costs as Well as CO2 Emissions in a Multi-Carrier Microgrid (MCMG), Hassan Ranjbarzadeh, Seyed Masoud Moghaddas Tafreshi, Mohd Hasan Ali, Abbas Z. Kouzani, and Suiyang Khoo
A novel factor graph-based optimization technique for stereo correspondence estimation, Hanieh Shabanian and Madhusudhanan Balasubramanian
Partial-Update Kalman Filter for Permanent Magnet Synchronous Motor Estimates under Intermittent Data, Ajay Pratap Yadav, Mohammadreza Davoodi, Nicholas R. Gans, and Ali Davoudi
Logical computation with self-assembling electric circuits, Rojoba Yasmin and Russell Deaton
Benefits and Potential Issues for Intelligent Tutoring Systems and Pedagogical Agents, Lishan Zhang, Xiangen Hu, Frank Andrasik, and Shuo Feng
Submissions from 2021
Increasing the density of laboratory measures for machine learning applications, Vida Abedi, Jiang Li, Manu K. Shivakumar, Venkatesh Avula, Durgesh P. Chaudhary, Matthew J. Shellenberger, Harshit S. Khara, and Yanfei Zhang
A Robust Grid-Tied PV System based Super-Twisting Integral Sliding Mode Control, Mohamed Ali, Abdelbasset Krama, and Shady S. Refaat
Guest editorial: Selected papers from the 2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES2020), Mohd Hasan Ali
Synthesizing skeletal motion and physiological signals as a function of a virtual human’s actions and emotions, Bonny Banerjee, Masoumeh Heidari Kapourchali, Murchana Baruah, Mousumi Deb, Kenneth Sakauye, and Mette Olufsen
Eigen-CAM: Visual Explanations for Deep Convolutional Neural Networks, Mohammed Bany Muhammad and Mohammed Yeasin
Interpretable and parameter optimized ensemble model for knee osteoarthritis assessment using radiographs, Mohammed Bany Muhammad and Mohammed Yeasin
Exploring cybersecurity issues in 5G enabled electric vehicle charging station with deep learning, Manoj Basnet and Mohd Hasan Ali
Ransomware detection using deep learning in the SCADA system of electric vehicle charging station, Manoj Basnet, Subash Poudyal, Mohd Hasan Ali, and Dipankar Dasgupta
Fast-iterative automatic reconstruction method for quantitative phase image with reduced phase perturbations in off-axis digital holographic microscopy, Raul Castaneda and Ana Doblas
Joint reconstruction strategy for telecentric-based digital holographic microscopes, Raul Castaneda and Ana Doblas
Speckle noise reduction in coherent imaging systems via hybrid median-mean filter, Raul Castaneda, Jorge Garcia-Sucerquia, and Ana Doblas
Synergetic combination of median filtered images to reduce speckle noise in digital holography (DH) and digital holographic microscopy (DHM), Raul Castaneda, Jorge-Garcia-Sucerquia, and Ana Doblas
Learning-based method for full phase reconstruction of biological samples in digital holographic microscopy, Raul Castaneda, Carlos Trujillo, and Ana Doblas
Video-rate quantitative phase imaging using a digital holographic microscope and a generative adversarial network, Raul Castaneda, Carlos Trujillo, and Ana Doblas
Performance analysis of hybrid AC/DC microgrid under influence of battery energy storage location, Morteza Daviran Keshavarzi and Mohd Hasan Ali
Safe Human-Robot Coetaneousness Through Model Predictive Control Barrier Functions and Motion Distributions, Mohammadreza Davoodi, Joseph M. Cloud, Asif Iqbal, William J. Beksi, and Nicholas R. Gans
A Graph Theoretic-Based Approach for Deploying Heterogeneous Multi-agent Systems with Application in Precision Agriculture, Mohammadreza Davoodi, Saba Faryadi, and Javad Mohammadpour Velni
Probabilistic Movement Primitive Control via Control Barrier Functions, Mohammadreza Davoodi, Asif Iqbal, Joseph M. Cloud, William J. Beksi, and Nicholas R. Gans
Leaderless Swarm Formation Control: From Global Specifications to Local Control Laws, Solomon Gudeta, Ali Karimoddini, Mohammadreza Davoodi, and Ioannis Raptis
Predicting Cognitive Load using Parameter-optimized CNN from Spatial-Spectral Representation of EEG Recordings, Felix Havugimana, Mohammed Bany Muhammad, Kazi Ashraf Moinudin, and Mohammed Yeasin
Assesment of a Fresnel biprism-based digital holographic microscope for fast, high-sensitivity, high-resolution and polarization-sensitive phase imaging, Charity Hayes-Rounds, Brian Bogue-Jimenez, Jorge Garcia-Sucerquia, Omar Skalli, and Ana Doblas
Building Indoor Point Cloud Datasets with Object Annotation for Public Safety, Mazharul Hossain, Tianxing Ma, Thomas Watson, Brandon Simmers, Junaid Ahmed Khan, Eddie Jacobs, and Lan Wang
Dynamic performance enhancement of power grids by operating solar photovoltaic (Pv) system as supercapacitor energy storage, Morteza Daviran Keshavarzi and Mohd Hasan Ali
Imputation of missing values for electronic health record laboratory data, Jiang Li, Xiaowei S. Yan, Durgesh Chaudhary, Venkatesh Avula, Satish Mudiganti, Hannah Husby, Shima Shahjouei, and Ardavan Afshar
Analysis of COVID-19 effect on residential loads and distribution transformers, S. M. Mahfuz Alam and Mohd Hasan Ali
Data-driven machine learning models for decoding speech categorization from evoked brain responses, Md Sultan Mahmud, Mohammed Yeasin, and Gavin M. Bidelman
Speech categorization is better described by induced rather than evoked neural activity, Md Sultan Mahmud, Mohammed Yeasin, and Gavin M. Bidelman
Robust Control Strategies for Microgrids: A Review, Fazel Mohammadi, Behnam Mohammadi-Ivatloo, Gevork B. Gharehpetian, Mohd Hasan Ali, Wei Wei, Ozan Erdinc, and Mohammadamin Shirkhani
Evaluation of different illumination designs for tunable 3D structured illumination microscopy through model-based restoration, Jules Mohammed, Cong T.S. Van, and Chrysanthe Preza
Barotropic to baroclinic energy conversion using a time-varying background density, Sorush Omidvar, Mohammadreza Davoodi, and C. Brock Woodson
Power performance enhancement of vortex-induced vibration wind turbines using a semi-active control approach, Magdy Roman, Rowida Sobh, Momtaz Sedrak, and Mohamed Ali
Event-triggered particle filtering and Cramér–Rao lower bound computation, Nargess Sadeghzadeh-Nokhodberiz, Mohammadreza Davoodi, and Nader Meskin
A new hybrid stereo disparity estimation algorithm with guided image filtering-based cost aggregation, Hanieh Shabanian and Madhusudhanan Balasubramanian
Morphological characterization of hepatic steatosis and Monte Carlo modeling of MRI signal for accurate quantification of fat fraction and relaxivity, Utsav Shrestha, Marie van der Merwe, Nirman Kumar, Eddie Jacobs, Sanjaya K. Satapathy, Cara Morin, and Aaryani Tipirneni-Sajja
