Book chapters

The following is a chronological list of book chapters authored by academic staff at National College of Ireland.

-, Cornelius and Jaswal, Shivani (2024) Lambda Authorizer Benchmarking Tool with AWS SAM and Artillery Framework. In: Advances in Information and Communication (FICC 2024). Lecture Notes in Networks and Systems, 921 . Springer, Cham, pp. 108-128. ISBN 978-3-031-54053-0

Alcala, Alexandra, Bleach, Josephine, O'Neill, Jennifer, Kane, Trinity, Hennessy-McCann, Emma, Booth, Julie, Darmody, Kate, Pathak, Pramod and Stynes, Paul (2024) STEM Play & Learn: A Summer Family Learning Programme in Socio-Economically Disadvantaged Communities. In: 2024 IEEE Frontiers in Education (FIE 2024). IEEE, Washington DC, USA.

Ali, Vasit, Muntean, Cristina Hava and Yaqoob, Abid (2024) Exploring the Impact of Social Media on Mental Health and Well-being: A Multi-Dimensional Analysis. In: The 2024 World Congress in Computer Science, Computer Engineering, and Applied Computing. American Council on Science and Education, Las Vegas, USA.

Aman, Mohammad, Jilani, Musfira, Muntean, Cristina Hava, Pathak, Pramod and Stynes, Paul (2024) A Deep Learning Framework for Memory Retrieval from Lifelogging Data. In: IEEE International Conference Automatics and Informatics (ICAI 2024). IEEE, Varna, Bulgaria.

Arsenis, Panagiotis and Flores, Miguel (2024) Work placements and graduate outcomes: self-selection bias and employability metrics. In: Lighting the Labyrinth: enhancing student success through the 3Es. Advance HE. ISBN 978-1-7385242-0-4

Arsenis, Panagiotis and Flores, Miguel (2024) University-To-Work Transition and Work Placements: Evidence of Heterogeneous Pay Dynamics. In: Trends in vocational education and training research. Proceedings of the European Conference on Educational Research (ECER), VII . Vocational Education and Training Network (VETNET), pp. 11-16.

Bleach, Josephine and Stynes, Paul (2024) Using Community Action Research to develop grassroots STEM Family Learning Programmes. In: Proceedings of the Collaborative Action Research Network (CARN 2024). CARN, Malmö, Sweden.

Cortés-Mendoza, Jorge M., Tchemykh, Andrei and González-Vélez, Horacio (2024) Training Policy for Privacy-Preserving Logistic Regression in Federated Learning Environments. In: 2024 2nd International Conference on Federated Learning Technologies and Applications (FLTA). IEEE, Valencia, Spain, pp. 1-8.

Donnelly, Roisin and Kennelly, Ita (2024) A Framework-based Cross-institutional CPD for Academic Staff in Gen-AI Literacy, Critical Inquiry, and Authentic Assessment. In: Effective Practices in AI Literacy Education: Case Studies and Reflections. Emerald, Leeds, pp. 51-59. ISBN 978-1-83608-853-0

González-Cebrián, Alba, Ciolacu, Iulian, Bradford, Michael, Dobre, Ciprian and González-Vélez, Horacio (2024) Data Drift for Automatic FAIR-compliant Dataset Versioning in Large Repositories. In: 2024 IEEE 20th International Conference on e-Science (e-Science). IEEE, Osaka, Japan, pp. 1-10. ISBN 979-8-3503-6562-7

Gross, Nicole and Geiger, Susi (2024) Tinkering in Markets for Collective Goods: Experiments, Exceptionalities and the Case of HIV Medications. In: Market Studies: Mapping, Theorizing and Impacting Market Action. Cambridge University Press, Cambridge, pp. 23-37. ISBN 9781009413961

Kamble, Sanica Sanjay, Muntean, Cristina Hava and Simiscuka, Anderson Augusto (2024) A Hybrid HSV and YCrCb OpenCV-based Skin Tone Recognition Mechanism for Makeup Recommender Systems. In: 2024 International Wireless Communications and Mobile Computing (IWCMC). IEEE, Ayia Napa, Cyprus, pp. 1224-1229. ISBN 979-8-3503-6126-1

Kennelly, Ita, Casey, Leo, Conaty, Y. and Sweeny, R. (2024) Innovation, commitment & capability: A partnership approach to creating new pathways for post primary students in Ireland. In: International Congress for School Effectiveness and Improvement (ICSEI). ICSEI, Trinity College Dublin.

Kothapalli, Srija Venkata Sai Ravali, Muntean, Cristina Hava and Yaqoob, Abid (2024) Advanced Deep Learning Framework for Improved Wildfire Detection and Aerosol Identification Using Active Satellite Imagery. In: 2024 International Wireless Communications and Mobile Computing (IWCMC). IEEE, Ayia Napa, Cyprus, pp. 955-960. ISBN 979-8-3503-6126-1

Mahajan, Prachi, Stynes, Paul and Muntean, Cristina Hava (2024) Proactive Management of Delays in the French Railway Network: A Seasonal Machine Learning Based Approach. In: The 2024 World Congress in Computer Science, Computer Engineering, and Applied Computing. American Council on Science and Education, Las Vegas, USA.

Malaichamy, Gayathri, Muntean, Cristina Hava and Simiscuka, Anderson Augusto (2024) Online Job Posting Authenticity Prediction with Machine and Deep Learning: Performance Comparison Between N-Gram and TF-IDF. In: Deep Learning Theory and Applications. Communications in Computer and Information Science (2171). Springer, Cham, pp. 143-162. ISBN 978-3-031-66694-0

Mothersill, David, Ryan, Nikki, Rowsome-Kelly, Céilim, Stynes, Paul and Bleach, Josephine (2024) Supporting parents to navigate the modern digital ecosystem for themselves and their children. In: Ireland’s Education Yearbook. Education Matters.

Muntean, Cristina Hava, Bharadwaj, Aditi and Verma, Rohit (2024) Artificial Intelligence based Automatic Product Recognition for Toys Retail Stores. In: The 2024 World Congress in Computer Science, Computer Engineering, and Applied Computing. American Council on Science and Education, Las Vegas, USA.

Muntean, Cristina Hava, Tal, Irina, Bogusevschi, Diana, Bratu, Marilena, Bi, Ting and Muntean, Gabriel-Miro (2024) Mulseplayer: A Multi-Sensorial Media Content Delivery Solution to Enhance End-User Quality of Experience. In: 2024 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). IEEE, Toronto, ON, Canada, pp. 1-6. ISBN 979-8-3503-6426-2

Oladimeji, Temitope, Muntean, Cristina Hava and Simiscuka, Anderson Augusto (2024) Understanding Risks for Maternal Mortality in Rural Bangladesh Using XGBoost, Random Forest, and Decision Tree ML Models. In: The 2024 International Conference on Computational Science and Computational Intelligence (CSCI'24). American Council on Science and Education, Las Vegas, USA.

Power, Julie (2024) Tangible Coding Game. In: Computers in Education Society of Ireland Conference. CESI, Galway, Ireland.

Pulido-Gaytan, Bernardo, Tchemykh, Andrei, Babenko, Mikhail, Cortés-Mendoza, Jorge M., González-Vélez, Horacio and Avetisyan, Arutyun (2024) Enhancing Cloud Security through Efficient Polynomial Approximations for Homomorphic Evaluation of Neural Network Activation Functions. In: 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW). IEEE, Philadelphia, PA, USA, pp. 42-49. ISBN 979-8-3503-7751-4

Shaikh, Ruksar, Muntean, Cristina Hava and Gupta, Shaguna (2024) Prediction of Resource Utilisation in Cloud Computing Using Machine Learning. In: Proceedings of the 14th International Conference on Cloud Computing and Services Science - CLOSER. SciTePress, Angers, France, pp. 103-114. ISBN 978-989-758-701-6

Siddique, Jawed, Jilani, Musfira, Cudden, Mark, Muntean, Cristina Hava, Pathak, Pramod and Stynes, Paul (2024) Deep Learning Framework for Analysing Land Use and Land Cover Classification and Change Detection. In: The 8th International Conference on Video and Image Processing. ACM, Kuala Lumpur, Malaysia.

Singh, Shubham, Muntean, Cristina Hava and Gupta, Shaguna (2024) Boosting Microservice Resilience: An Evaluation of Istio’s Impact on Kubernetes Clusters Under Chaos. In: 2024 9th International Conference on Fog and Mobile Edge Computing (FMEC). IEEE, Malmö, Sweden, pp. 245-252. ISBN 979-8-3503-6648-8

Somanna, Harshitha Poolakanda, Stynes, Paul and Muntean, Cristina Hava (2024) A Deep Learning-Based Plant Disease Detection and Classification for Arabica Coffee Leaves. In: Deep Learning Theory and Applications. Communications in Computer and Information Science (2171). Springer, Cham, pp. 19-37. ISBN 978-3-031-66694-0

Somers, Carmel, Feenan, Dave, Fitzgerald, David, Henriques, Roberto, Martignoni, Matteo, Parletta, Daniela A., Cibin, Eva, Chis, Adriana E. and González-Vélez, Horacio (2024) Systematic Needs Analysis of Advanced Digital Skills for Postgraduate Computing Education: The DIGITAL4Business Case. In: Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky. AIED 2024. Communications in Computer and Information Science, 2150 . Springer, Cham, pp. 179-191. ISBN 978-3-031-64314-9

Stynes, Paul, Muntean, Cristina Hava, Sheridan, Frances, Thornbury, Emer and Pathak, Pramod (2024) Research Supervision Framework: A Student's Experience. In: EDUNINE 2024 - 8th IEEE World Engineering Education Conference. IEEE, Guatemala City, Guatemala. ISBN 9798350348729

Subhan, Fazal E., Yaqoob, Abid, Muntean, Cristina Hava and Muntean, Gabriel-Miro (2024) EDQD: An Edge-Driven Multi-Agent DRL Solution for Improving Joint QoE in DASH-based Rich Media Content Delivery. In: 2024 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). IEEE, Toronto, ON, Canada, pp. 1-7. ISBN 979-8-3503-6426-2

Verma, Rohit, Rane, Dheeraj and Jaswal, Shivani (2024) Service-oriented Computing Paradigms: Opportunities and Challenges. In: Soft Computing Principles and Integration for Real-Time Service-Oriented Computing. Routledge, Taylor & Francis Group, pp. 154-173. ISBN 9781032551883

Verma, Rohit, Shukla, Surendra and Jaswal, Shivani (2024) Trends and Future Opportunities of Service-oriented Computing in Social Benefits. In: Soft Computing Principles and Integration for Real-Time Service-Oriented Computing. Routledge, Taylor & Francis Group, pp. 117-135. ISBN 9781032551883

Yao, Yao, González-Vélez, Horacio and Croitoru, Madalina (2024) Explanatory Dialogues with Active Learning for Rule-based Expertise. In: Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning 2024 (RuleML+RR 2024). CEUR-WS, Bucharest, Romania, pp. 1-15.