Mohsen Dorodchi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 44

Top Topics

Winnow Algorithm

Computer Science

Lesion Detection

Top Venues

Publications

Mohsen Dorodchi
Introducing SIGCSE Virtual 2024. ACM SIGCSE Bull. 56 (2) (2024)
Hesam Fallahian, Mohsen Dorodchi, Kyle Kreth
Beyond Noise: Incorporating Pre-Trained Contractive Autoencoders for Enhanced GAN-based Tabular Data Creation. ICICT (2024)
Mohammadali Fallahian, Mohsen Dorodchi, Kyle Kreth
GAN-Based Tabular Data Generator for Constructing Synopsis in Approximate Query Processing: Challenges and Solutions. Mach. Learn. Knowl. Extr. 6 (1) (2024)
Kathryn Perry, Mohsen Dorodchi, Kinnis Gosha, Lien Diaz, Tiffany Barnes, Joanna Goode
Promoting K12 / University Collaboration. SIGCSE (2) (2023)
Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Nasrin Dehbozorgi, Mohsen Dorodchi, Daniel Macêdo Batista
Exploring the Role of ChatGPT in Education: Applications and Challenges. SIGITE (2023)
Filipe Dwan Pereira, Luiz A. L. Rodrigues, Marcelo Henrique Oliveira Henklain, Hermino B. F. Junior, David B. F. Oliveira, Alexandra I. Cristea, Leandro Carvalho, Seiji Isotani, Aileen Benedict, Mohsen Dorodchi, Elaine Harada Teixeira de Oliveira
Toward Human-AI Collaboration: A Recommender System to Support CS1 Instructors to Select Problems for Assignments and Exams. IEEE Trans. Learn. Technol. 16 (3) (2023)
Ayman Ali, Ekkasit Pinyoanuntapong, Pu Wang, Mohsen Dorodchi
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN). CoRR (2023)
Erfan Al-Hossami, Razvan Bunescu, Ryan Teehan, Laurel Powell, Khyati Mahajan, Mohsen Dorodchi
Socratic Questioning of Novice Debuggers: A Benchmark Dataset and Preliminary Evaluations. BEA@ACL (2023)
Rizwan Patan, Reza M. Parizi, Mohsen Dorodchi, Seyedamin Pouriyeh, Audrey Rorrer
Blockchain Education: Current State, Limitations, Career Scope, Challenges, and Future Directions. CoRR (2023)
Aileen Benedict, Sandra Wiktor, Mohammadali Fallahian, Mohsen Dorodchi, Filipe Dwan Pereira, David Gary
A Recommendation System for Nurturing Students' Sense of Belonging. AIED (Posters/Late Breaking Results/...) (2023)
Ayman Ali, Ekkasit Pinyoanuntapong, Pu Wang, Mohsen Dorodchi
A Modular Multi-stage Lightweight Graph Transformer Network for Human Pose and Shape Estimation from 2D Human Pose. CoRR (2023)
Filipe Dwan Pereira, Samuel C. Fonseca, Sandra Wiktor, David B. F. Oliveira, Alexandra I. Cristea, Aileen Benedict, Mohammadali Fallahian, Mohsen Dorodchi, Leandro S. G. Carvalho, Rafael Ferreira Mello, Elaine H. T. Oliveira
Toward Supporting CS1 Instructors and Learners With Fine-Grained Topic Detection in Online Judges. IEEE Access 11 (2023)
Mohammadali Fallahian, Mohsen Dorodchi, Kyle Kreth
GAN-based Tabular Data Generator for Constructing Synopsis in Approximate Query Processing: Challenges and Solutions. CoRR (2022)
Aileen Benedict, Erfan Al-Hossami, Mohsen Dorodchi, Alexandria Benedict, Sandra Wiktor
Pilot Recommender System Enabling Students to Indirectly Help Each Other and Foster Belonging Through Reflections. LAK (2022)
Audrey Rorrer, David Pugalee, Callie Edwards, Danielle Boulden, Mary Lou Maher, Lijuan Cao, Mohsen Dorodchi, Veronica Cateté, David Frye, Tiffany Barnes, Eric N. Wiebe
The Design and Implementation of a Method for Evaluating and Building Research Practice Partnerships. SIGCSE (2021)
Mohsen Dorodchi, Alexandria Benedict, Erfan Al-Hossami, Andrew Quinn, Sandra Wiktor, Aileen Benedict, Mohammadali Fallahian
Clustering Students' Short Text Reflections: A Software Engineering Course Case Study (Full Paper). EDM (Workshops) (2021)
Nasrin Dehbozorgi, Mary Lou Maher, Mohsen Dorodchi
Does Self-Efficacy Correlate with Positive Emotion and Academic Performance in Collaborative Learning? FIE (2021)
Ryan Bockmon, Stephen Cooper, Jian Zhang, Mohsen Dorodchi, Sheryl A. Sorby
A Hybrid Approach to Administering a Spatial Skills Intervention. FIE (2021)
Ryan Bockmon, Stephen Cooper, Jonathan Gratch, Mohsen Dorodchi
Validating a CS Attitudes Instrument. SIGCSE (2020)
Leo C. Ureel II, James E. Heliotis, Mohsen Dorodchi, Mireilla Bikanga Ada, Victoria Eisele, Megan E. Lutz, Ethel Tshukudu
Directing Incoming CS Students to an Appropriate Introductory Computer Science Course. FIE (2020)
Ryan Bockmon, Stephen Cooper, Jonathan Gratch, Jian Zhang, Mohsen Dorodchi
Can Students' Spatial Skills Predict Their Programming Abilities? ITiCSE (2020)
Nasrin Dehbozorgi, Mary Lou Maher, Mohsen Dorodchi
Sentiment Analysis on Conversations in Collaborative Active Learning as an Early Predictor of Performance. FIE (2020)
Lijuan Cao, Audrey Rorrer, David Pugalee, Mary Lou Maher, Mohsen Dorodchi, David Frye, Tiffany Barnes, Eric N. Wiebe
Work in Progress Report: A STEM EcoSystem Approach to CS/CT for All in a Middle School. SIGCSE (2020)
Ryan Bockmon, Stephen Cooper, William Koperski, Jonathan Gratch, Sheryl A. Sorby, Mohsen Dorodchi
A CS1 Spatial Skills Intervention and the Impact on Introductory Programming Abilities. SIGCSE (2020)
Ahmad Al-Doulat, Nasheen Nur, Alireza Karduni, Aileen Benedict, Erfan Al-Hossami, Mary Lou Maher, Wenwen Dou, Mohsen Dorodchi, Xi Niu
Making Sense of Student Success and Risk Through Unsupervised Machine Learning and Interactive Storytelling. AIED (1) (2020)
Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, Hamid R. Arabnia
Internet of Things for Current COVID-19 and Future Pandemics: An Exploratory Study. CoRR (2020)
Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, Hamid R. Arabnia
Internet of Things for Current COVID-19 and Future Pandemics: an Exploratory Study. J. Heal. Informatics Res. 4 (4) (2020)
Ryan Bockmon, Stephen Cooper, Jonathan Gratch, Mohsen Dorodchi
(Re)Validating Cognitive Introductory Computing Instruments. SIGCSE (2019)
Mohsen Dorodchi, Aileen Benedict, Erfan Al-Hossami
CS1 Scaffolded Activities: The Rise of Students' Engagement. ICER (2019)
Mohsen Dorodchi, Erfan Al-Hossami, Mohammad Nagahisarchoghaei, Rohit Shenvi Diwadkar, Aileen Benedict
Teaching an Undergraduate Software Engineering Course using Active Learning and Open Source Projects. FIE (2019)
James E. Heliotis, Leo C. Ureel II, Mireilla Bikanga Ada, Mohsen Dorodchi, Victoria Eisele, Megan E. Lutz, Ethel Tshukudu
Towards an Ability to Direct College Students to an Appropriately Paced Introductory Computer Science Course. ITiCSE (2019)
Nasheen Nur, Noseong Park, Mohsen Dorodchi, Wenwen Dou, Mohammad Javad Mahzoon, Xi Niu, Mary Lou Maher
Student Network Analysis: A Novel Way to Predict Delayed Graduation in Higher Education. AIED (1) (2019)
Mohsen Dorodchi, Erfan Al-Hossami, Aileen Benedict, Elise Demeter
Using Synthetic Data Generators to Promote Open Science in Higher Education Learning Analytics. IEEE BigData (2019)
Mohsen Dorodchi, Aileen Benedict, Devansh Desai, Mohammad Javad Mahzoon
Reflections are Good!: Analysis of Combination of Grades and Students' Reflections using Learning Analytics (Abstract Only). SIGCSE (2018)
Farzana Rahman, Mohsen Dorodchi
Effective POGIL Implementation Approaches in Computer Science Courses: (Abstract Only). SIGCSE (2018)
Nasrin Dehbozorgi, Stephen MacNeil, Mary Lou Maher, Mohsen Dorodchi
A Comparison of Lecture-based and Active Learning Design Patterns in CS Education. FIE (2018)
Mohsen Dorodchi, Aileen Benedict, Devansh Desai, Mohammad Javad Mahzoon, Stephen MacNeil, Nasrin Dehbozorgi
Design and Implementation of an Activity-Based Introductory Computer Science Course (CS1) with Periodic Reflections Validated by Learning Analytics. FIE (2018)
Claudia Szabo, Nickolas J. G. Falkner, Mohsen Dorodchi, Antti Knutas, Francesco Maiorana
Understanding the Effects of Lecturer Intervention on Computer Science Student Behaviour. ITiCSE (2017)
Stephen MacNeil, Mohsen Dorodchi, Nasrin Dehbozorgi
Using spectrums and dependency graphs to model progressions from introductory to capstone courses. FIE (2017)
Mohsen Dorodchi, Nasrin Dehbozorgi
Addressing the Paradox of Fun and Rigor in Learning Programming. ITiCSE (2017)
Claudia Szabo, Nickolas J. G. Falkner, Antti Knutas, Mohsen Dorodchi
Understanding the Effects of Lecturer Intervention on Computer Science Student Behaviour. ITiCSE-WGR (2017)
Mohsen Dorodchi, Nasrin Dehbozorgi, Tonya K. Frevert
"I wish I could rank my exam's challenge level!": An algorithm of Bloom's taxonomy in teaching CS1. FIE (2017)
Mohsen Dorodchi, Nasrin Dehbozorgi
Utilizing open source software in teaching practice-based software engineering courses. FIE (2016)
Mohsen Dorodchi, Maryam Abedi, Bojan Cukic
Trust-Based Development Framework for Distributed Systems and IoT. COMPSAC Workshops (2016)
Nooshin Nabizadeh, Mohsen Dorodchi, Miroslav Kubat
Automatic tumor lesion detection and segmentation using modified winnow algorithm. ISBI (2015)
Nooshin Nabizadeh, Mohsen Dorodchi
Automatic tumor lesion detection and segmentation using histogram-based gravitational optimization algorithm. CIMSIVP (2014)