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31st AICS 2023: Letterkenny, Ireland
- 31st Irish Conference on Artificial Intelligence and Cognitive Science, AICS 2023, Letterkenny, Ireland, December 7-8, 2023. IEEE 2023, ISBN 979-8-3503-6021-9
- Ataklti Kahsay Wolday, Manojkumar Ramteke:
Machine Learning-Assisted Multi-Objective Optimization of Biomass Combustion Process. 1-4 - Andreea-Clara Pricopi, Pádraig Cunningham
:
Social Network Analysis of Irish Covid-19 Interactions on Telegram. 1-8 - Mathew James, Vikas Palakkat, Gareth J. F. Jones:
Identifying Influential Citations in Scientific Papers. 1-4 - Filipe Souza, Diarmuid Grimes, Barry O'Sullivan:
Improved Variable-Relationship Guided LNS for the Data Centre Machine Reassignment Problem. 1-4 - Benedict Hartmann, Philippe Tamla
Fine-Tune it Like I'm Five: Supporting Medical Domain Experts in Training NER Models Using Cloud, LLM, and Auto Fine-Tuning. 1-8 - Maryam Basereh, Marie Ward, Una Geary, Una Healy, Mary Fogarty, Annalina Caputo, Rob Brennan
Automated Transparency Evaluation of Knowledge Graphs for Clinical Risk Governance. 1-8 - Aryan Singh, Pepijn van de Ven, Ciarán Eising, Patrick Denny
Connecting the Dots: Graph Neural Network Powered Ensemble and Classification of Medical Images. 1-8 - Kazeem Saheed, Shagufta Henna:
Deep Reinforcement Learning for Advanced Persistent Threat Detection in Wireless Networks. 1-6 - Siddhant Jaydeep Mahajani, Shashank Srivastava, Alan F. Smeaton:
A Comparison of Lexicon-Based and ML-Based Sentiment Analysis: Are There Outlier Words? 1-4 - Elif Ak, Khayal Huseynov, Berk Canberk
Digital- Twin Enabled Dairy Farming for Greenhouse Gas Emission Tracking. 1-4 - Max Dean, Raymond R. Bond, Michael F. McTear, Maurice D. Mulvenna
ChatPapers: An AI Chatbot for Interacting with Academic Research. 1-7 - Temitayo Akinosun, Omar Nibouche:
AI-Based Crop Disease Detection: Evaluation of Wheat Rust Disease Detection and Classification Using Deep Learning and Machine Learning Approaches. 1-4 - Mohamed Amjath, Shagufta Henna:
Rényi Differential Privacy Analysis of Graph-Based Federated Learning Under Internet of Health Things. 1-5 - Qin Ruan, Brian Mac Namee, Ruihai Dong:
Reducing Media Bias in News Headlines. 1-4 - Kristýna Onderková
Exploring Abductive Reasoning in Language Models for Data-to-Text Generation. 1-4 - Alessandro Ragano, Emmanouil Benetos, Andrew Hines
Learning Music Representations with wav2vec 2.0. 1-6 - Asif Yar, Shagufta Henna, Marion McAfee
Extreme Learning Machines for Calibration and Prediction in Wireless Sensor Networks: Advancing Environmental Monitoring Efficiency. 1-4 - Puneet Bawa, Virender Kadyan, Muskaan Singh:
Comprehensive Phonological Analysis for Clinical Implication Using Self-Attention Based Grapheme to Phoneme Modeling Under Low-Resource Conditions. 1-4 - James Gillespie, Iñaki Rañó, José Santos, Nazmul H. Siddique:
Reinforcement Learning for Bio-Inspired Stochastic Robot Control. 1-8 - Shweta Soundararajan
Using ChatGPT to Generate Gendered Language. 1-8 - Gautam Patil, Tanaya Patil, Kishor Wagh
Bridging Neuroscience and Minds: Exploring Collective Intelligence through Brain Duplication using AI. 1-4 - Oladosu Oladimeji
Lightweight Deep Learning for Breast Cancer Diagnosis Based on Slice Selection Techniques. 1-4 - Hanyang Chen, Zhouting Zhao, Tin Lok James Ng:
Fair Machine Learning with Structured and Unstructured Features: A Case Study in Mortality Prediction. 1-4 - Mark Gorman, Xuemei Ding, Liam P. Maguire, Damien Coyle:
Convolutional AutoEncoders for Anomaly Detection in Semiconductor Manufacturing. 1-6 - James Garza:
Reinforcement Learning for Stock Option Trading. 1-4 - Carles García-Cabrera, Kathleen M. Curran
Cardiac Magnetic Resonance Phase Detection Using Neural Networks. 1-4 - Florian Freund
Towards Improving Clinical Practice Guidelines Through Named Entity Recognition: Model Development and Evaluation. 1-8 - D. S. Wijenayake, Shagufta Henna, William Farrelly:
A Graph Neural Network-based Security Posture-aware Cloud Service Provider Selection for Multi-cloud. 1-6 - Gyanendar Manohar
InceptionCaps: A Performant Glaucoma Classification Model for Data-Scarce Environment. 1-8 - Madhumita Srivastava, Paul Greaney
Resume Parsing Across Multiple Job Domains Using a BERT-Based NER Model. 1-4 - Karla Aniela Cepeda Zapata, Tomás Ward, Róisín Loughran, Fergal McCaffery:
A Review of the Artificial Intelligence Act Proposal and the Medical Device Regulation. 1-6 - Virender Kadyan, Puneet Bawa, Mohd Mujtaba Akhtar, Muskaan Singh:
Speech-Based Alzheimer's Disease Classification System with Noise-Resilient Features Optimization. 1-4 - Mallikharjuna Rao Sakhamuri, Shagufta Henna, Leo Creedon
Global-Local Influence Maximization Subgraph Sampling-Based Graph Representation Learning for Innate Immune Response Classification. 1-6 - Jinling Wang
Analysis of Risk Factors and Diagnosis for Anxiety Disorder in Older People with the Aid of Artificial Intelligence: Observational Study. 1-8 - Zain Ali, Kevin Meehan
Optimising Swarm Robotic Navigation: A Comparative Analysis of Fastest Path vs. Nearest Neighbour Path Projection Strategies. 1-6 - Maliheh Heidarpour Shahrezaei, Róisín Loughran, Kevin Mc Daid:
Pre-processing Techniques to Mitigate Against Algorithmic Bias. 1-4 - Abdul Shahid, Danny Diamond, James McDermott, Mathieu d'Aquin:
Ensemble Machine Learning Models for Root Note Detection in Irish Instrumental Dance Music. 1-8 - Asif Yar, Shagufta Henna, Marion McAfee
Air Pollution Monitoring Using Online Recurrent Extreme Learning Machine. 1-6 - Oshana Dissanayake, Sarah McPherson, Joseph Allyndree, Emer Kennedy, Pádraig Cunningham
Personalized Weighted AdaBoost for Animal Behavior Recognition from Sensor Data. 1-8 - Benn Henderson, Yogarajah Pratheepan, Bryan Gardiner, T. M. McGinnity:
3D Human Pose Estimation Model Analysis: Gait Analytics for Autism Spectrum Disorder Detection. 1-4 - Aaron R. Flanagan
A Systematic Review of Multi-Class and One-vs-Rest Classification Techniques for Near-Infrared Spectra of Crop Cultivars. 1-8 - Jack McShane
RIVERS: Real-Time Identification of Various Environmental Pollutants in Rivers. 1-6 - Mashal Khan, Frank G. Glavin, Matthias Nickles:
Empowering Federated Learning: Tackling Client Drift and Resource Constraints with Knowledge Distillation by Combining Losses. 1-6 - Paul Trust, Rosane Minghim:
Query-Focused Submodular Demonstration Selection for In-Context Learning in Large Language Models. 1-8 - Evan O'Riordan, Frank G. Glavin, Colm O'Riordan:
On the Emergence of Fairness in the Evolutionary Dictator Game with Edge Weight Learning. 1-7 - Zachary Dair
Complex Adaptive Systems and Psychophysiological Data - An Exploratory Approach. 1-4 - Buddhika Jayaneththi, Fergal McCaffery, Gilbert Regan:
Data Security Challenges in AI-Enabled Medical Device Software. 1-6
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