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ORCID42nd SGAI Conf. 2022: Cambridge, UK
- Max Bramer, Frederic T. Stahl
:
Artificial Intelligence XXXIX - 42nd SGAI International Conference on Artificial Intelligence, AI 2022, Cambridge, UK, December 13-15, 2022, Proceedings. Lecture Notes in Computer Science 13652, Springer 2022, ISBN 978-3-031-21440-0
Best Technical Paper
- Collins Ogundipe, Alex Ellery:
Practical Limits to Transfer Learning of Neural Network Controllers from Earth to Space Environments. 3-16
Best Application Paper
- Akinola Ogunsemi, John McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu:
Job Assignment Problem and Traveling Salesman Problem: A Linked Optimisation Problem. 19-33
AI for Health and Medicine
- Mahsa Abazari Kia, Fatemeh Ebrahimi Khaksefidi:
Twitter Flu Trend: A Hybrid Deep Neural Network for Tweet Analysis. 37-50 - Jing Qi, Girvan Burnside, Frans Coenen:
Data Augmentation for Pathology Prioritisation: An Improved LSTM-Based Approach. 51-63 - Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng:
Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor. 64-80
AI for Scientific Discovery and Decision Making
- Alex Ellery:
Bootstrapping Neural Electronics from Lunar Resources for In-Situ Artificial Intelligence Applications. 83-97 - Iqra Muhammad, Frans Coenen, Carol Gamble, Anna Kearney, Paula Williamson:
Query Resolution of Literature Knowledge Graphs Using Hybrid Document Embeddings. 98-111 - Martin M. Kumm, Lars Nolle, Frederic T. Stahl, Ahlem Jemai, Oliver Zielinski:
On an Artificial Neural Network Approach for Predicting Photosynthetically Active Radiation in the Water Column. 112-123 - Cosmin Badea, Gregory Artus:
Morality, Machines, and the Interpretation Problem: A Value-based, Wittgensteinian Approach to Building Moral Agents. 124-137 - Manal Almutairi, Frederic T. Stahl, Max Bramer:
CRC: Consolidated Rules Construction for Expressive Ensemble Classification. 138-152 - Christian R. Huyck, Orume Erekpaine:
Competitive Learning with Spiking Nets and Spike Timing Dependent Plasticity. 153-166 - Philippe Chassy, Jon Cole, Chloe Brennan:
An Evolutionary Game Theory Model of the Decision to Confront. 167-179 - Ken McGarry:
Hidden Markov Models for Surprising Pattern Detection in Discrete Symbol Sequence Data. 180-194
AI for Industrial Applications
- Abraham Anderson, Einar Julius Olafarson, Per-Arne Andersen, Nadia Saad Noori:
The ODeLIndA Dataset for Field-of-View Obstruction Detection Using Transfer Learning for Real-Time Industrial Applications. 197-210 - Piotr Misiak, Daniel Szempruch:
Automated Quality Inspection of High Voltage Equipment Supported by Machine Learning and Computer Vision. 211-222 - Himadri Sikhar Khargharia, Siddhartha Shakya, Sara Sharif, Russell Ainslie, Gilbert Owusu:
On Predicting the Work Load for Service Contractors. 223-237 - Quoc Hung Ngo, M. Tahar Kechadi, Nhien-An Le-Khac:
OAK4XAI: Model Towards Out-of-Box eXplainable Artificial Intelligence for Digital Agriculture. 238-251
Feasibility Studies of Applied AI
- Ammar Memari, Van Cuong Dam, Lars Nolle:
Deep Learning for Detecting Tilt Angle and Orientation of Photovoltaic Panels on Satellite Imagery. 255-266 - Chaitanya Kakarla, Vidyashree Eshwarappa, Lakshmi Babu Saheer, Mahdi Maktabdar Oghaz:
Recurrent Neural Networks for Music Genre Classification. 267-279 - Tarek A. El-Mihoub, Lars Nolle, Frederic T. Stahl:
Explainable Boosting Machines for Network Intrusion Detection with Features Reduction. 280-294
Short Papers
- Benjamin Donnachie, Jason Verrall, Adrian Hopgood, Patrick Wong, Ian Kennedy:
Accelerating Cyber-Breach Investigations Through Novel Use of Artificial Immune System Algorithms. 297-302 - Nouf Alkaabi, Siddhartha Shakya:
Comparing ML Models for Food Production Forecasting. 303-308 - Quratulain Quraishi, Hammad Rizwan, Mian Muhammad Awais:
Comparing Peircean Algorithm with Various Bio-inspired Techniques for Multi-dimensional Function Optimization. 309-314 - Regina Sousa, Daniela Oliveira, Dalila Durães, Cristiana Neto, José Machado:
Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments. 315-320 - Francisco Supino Marcondes, Maria Araújo Barbosa, Ricardo Queiroz, Luis Brito, Adelino Gala, Dalila Durães:
MentaLex: A Mental Processes Lexicon Based on the Essay Dataset. 321-326 - Hafya Ullah, Aysha Thahsin Zahir Ismail, Lakshmi Babu Saheer, Mahdi Maktabdar Oghaz:
Credit Card Fraud Using Adversarial Attacks. 327-332 - Daem Pasha, Ali Hussain Shah, Esmaeil Habib Zadeh, Savas Konur:
Anomaly Detection and Root Cause Analysis on Log Data. 333-339 - Arkadiusz Herdzik, Carl James-Reynolds:
Developing Testing Frameworks for AI Cameras. 340-345 - Filipo Studzinski Perotto, Xavier Pucel, Jean-Loup Farges:
Time is Budget: A Heuristic for Reducing the Risk of Ruin in Multi-armed Gambler Bandits. 346-352 - Vysakh Prasannan, Shahin Shemshian, Arinc Gurkan, Lakshmi Babu Saheer, Mahdi Maktabdar Oghaz:
Two-Phase Open-Domain Question Answering System. 353-358 - Cosmin Badea:
Have a Break from Making Decisions, Have a MARS: The Multi-valued Action Reasoning System. 359-366
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