Paul Stynes

According to our database, Paul Stynes authored at least 23 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Computational Thinking Assessment Tools: A Systematic Review of the Literature (Initial Findings).

Frances Sheridan, Paul Stynes, Pramod Pathak, Keith Quille

Proceedings of the 2024 Conference on United Kingdom & Ireland Computing Education Research, 2024

A Deep Learning-Based Plant Disease Detection and Classification for Arabica Coffee Leaves.

Harshitha Poolakanda Somanna, Paul Stynes, Cristina Hava Muntean

Proceedings of the Deep Learning Theory and Applications, 2024

2023

A Novel Hybrid Machine Learning Framework to Recommend E-Commerce Products.

Chethan Marigowda, Arghir-Nicolae Moldovan, Abubakr Siddig, Cristina Hava Muntean, Pramod Pathak, Paul Stynes

Proceedings of the 2023 5th International Conference on Information Technology and Computer Communications, 2023

Academic Support 360 Framework in Higher Education.

Frances Sheridan, Lisa Murphy, Emer Thornbury, Cristina Hava Muntean, Pramod Pathak, Paul Stynes

Proceedings of the IEEE Frontiers in Education Conference, 2023

A Machine Learning Framework for Shuttlecock Tracking and Player Service Fault Detection.

Akshay Menon, Abubakr Siddig, Cristina Hava Muntean, Pramod Pathak, Musfira Jilani, Paul Stynes

Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

A Deep Learning Emotion Classification Framework for Low Resource Languages.

Manisha, William Clifford, Eugene McLaughlin, Paul Stynes

Proceedings of the Big Data and Artificial Intelligence - 11th International Conference, 2023

2022

Identifying Fake News in Brazilian Portuguese.

Marcelo Fischer, Rejwanul Haque, Paul Stynes, Pramod Pathak

Proceedings of the Natural Language Processing and Information Systems, 2022

An Image-based Transfer Learning Framework for Classification of E-Commerce Products.

Vrushali Atul Surve, Pramod Pathak, Mohammed Hasanuzzaman, Rejwanul Haque, Paul Stynes

Proceedings of the ICDLT 2022: 6th International Conference on Deep Learning Technologies, Xi'an, China, July 26, 2022

An Instance Segmentation Model to Categorize Clothes from Wild Fashion Images.

Rohan Indrajeet Jadhav, Paul Stynes, Pramod Pathak, Rejwanul Haque, Mohammed Hasanuzzaman

Proceedings of the ICDLT 2022: 6th International Conference on Deep Learning Technologies, Xi'an, China, July 26, 2022

A Framework for Managing the Transition from Second Level to Higher Education in Response to the COVID19 Emergency Restrictions.

Frances Sheridan, Emer Thornbury, Lisa Murphy, Cristina Hava Muntean, Pramod Pathak, Paul Stynes

Proceedings of the IEEE Frontiers in Education Conference, 2022

A Research Supervision Framework for Quality and Scalability.

Paul Stynes, Pramod Pathak

Proceedings of the 14th International Conference on Computer Supported Education, 2022

A Machine Learning based Eye Tracking Framework to Detect Zoom Fatigue.

Anjuli Patel, Paul Stynes, Anu Sahni, David Mothersill, Pramod Pathak

Proceedings of the 14th International Conference on Computer Supported Education, 2022

A Machine and Deep Learning Framework to Retain Customers Based on Their Lifetime Value.

Kannan Kumaran, Pramod Pathak, Rejwanul Haque, Paul Stynes

Proceedings of the Big Data Analytics - 10th International Conference, 2022

2021

An On-Device Deep Learning Framework to Encourage the Recycling of Waste.

Oluwatobi Ekundayo, Lisa Murphy, Pramod Pathak, Paul Stynes

Proceedings of the Intelligent Systems and Applications, 2021

Clustering Based Approach to Enhance Association Rule Mining.

Samruddhi Kanhere, Anu Sahni, Paul Stynes, Pramod Pathak

Proceedings of the 28th Conference of Open Innovations Association, 2021

Clustering Techniques to Identify Low-engagement Student Levels.

Kamalesh Palani, Paul Stynes, Pramod Pathak

Proceedings of the 13th International Conference on Computer Supported Education, 2021

A Novel Aspect-Based Deep Learning Framework (ADLF) to Improve Customer Experience.

Saurav Tewari, Pramod Pathak, Paul Stynes

Proceedings of the Big Data Analytics - 9th International Conference, 2021

2020

A Transfer Learning Approach to Classify the Brain Age from MRI Images.

Animesh Kumar, Pramod Pathak, Paul Stynes

Proceedings of the Big Data Analytics - 8th International Conference, 2020

An Evacuation Route Model for Disaster Affected Areas.

Vinaysheel K. Wagh, Pramod Pathak, Paul Stynes, Luis G. Nardin

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

2019

Automatic Configuration of OpenFlow in Wireless Mobile Ad hoc Networks.

Sachin Sharma, Avishek Nag, Paul Stynes, Maziar M. Nekovee

Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

2015

Collaborative requirements elicitation to foster shared understanding

Paul Stynes

PhD thesis, 2015

2014

A model for designing learning experiences for computer science curriculum.

Ioana Ghergulescu, Paul Stynes, Pramod Pathak

Proceedings of the IEEE Frontiers in Education Conference, 2014

2009

Simulation-Based Communication Tool: An Enabler for Collaborative Decision Making.

Paul Stynes, Declan O'Sullivan, Owen Conlan

Proceedings of the Pre-Proceedings of the Workshop on Controlled Natural Language (CNL 2009), 2009