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Viewing Publication 1 - 100 from 853

2023

A Knowledge Rich Task Planning Framework for Human-Robot CollaborationShashank Shekhar 0002, Anthony Favier, Rachid Alami, Madalina Croitoru. sgai 2023: 259-265 [doi]

Exploring Multilingual Word Embedding Alignments in BERT Models: A Case Study of English and NorwegianPernille Aaby, Daniel Biermann, Anis Yazidi, Gustavo Borges Moreno e Mello, Fabrizio Palumbo. sgai 2023: 47-58 [doi]

Optimal Manufacturing Controller Synthesis Using Situation CalculusOmar Adalat, Daniele Scrimieri, Savas Konur. sgai 2023: 222-227 [doi]

Auditing AI Systems: A Metadata ApproachCarl Adams, Mohsen Eslamnejad, Anita Khadka, Andrew M'manga, Heather Shaw, Yuchen Zhao. sgai 2023: 241-246 [doi]

Speech Emotion Recognition Using Deep LearningWaqar Ahmed, Sana Riaz, Khunsa Iftikhar, Savas Konur. sgai 2023: 191-197 [doi]

Interpreting NMR Spectra by Constraint SolvingHaneen A. Alharbi, Igor Barsukov, Rudi Grosman, Alexei Lisitsa 0001. sgai 2023: 465-478 [doi]

Q-Learning: Solutions for Grid World Problem with Forward and Backward Reward PropagationsSnobin Antony, Raghi Roy, Yaxin Bi. sgai 2023: 266-271 [doi]

PertCF: A Perturbation-Based Counterfactual Generation ApproachBetül Bayrak, Kerstin Bach. sgai 2023: 174-187 [doi]

Automating Question Generation From Educational TextAyan Kumar Bhowmick, Ashish Jagmohan, Aditya Vempaty, Prasenjit Dey, Leigh Hall, Jeremy Hartman, Ravi Kokku, Hema Maheshwari. sgai 2023: 437-450 [doi]

CorrEmbed: Evaluating Pre-trained Model Image Similarity Efficacy with a Novel MetricKarl Audun Kagnes Borgersen, Morten Goodwin, Jivitesh Sharma, Tobias Aasmoe, Mari Leonhardsen, Gro Herredsvela Rørvik. sgai 2023: 89-102 [doi]

Artificial Intelligence XL - 43rd SGAI International Conference on Artificial Intelligence, AI 2023, Cambridge, UK, December 12-14, 2023, ProceedingsMax Bramer, Frederic T. Stahl, editors, Volume 14381 of Lecture Notes in Computer Science, Springer, 2023. [doi]

Prospective Responsibility for Multi-agent SystemsJoe Collenette, Louise A. Dennis, Michael Fisher 0001. sgai 2023: 247-252 [doi]

Comparison of Simulated Annealing and Evolution Strategies for Optimising Cyclical Rosters with Uneven Demand and Flexible Trainee PlacementJoseph Collins, Alexandru-Ciprian Zavoianu, John A. W. McCall. sgai 2023: 451-464 [doi]

Deep Reinforcement Learning for Continuous Control of Material ThicknessOliver Dippel, Alexei Lisitsa 0001, Bei Peng 0001. sgai 2023: 321-334 [doi]

Profiling Power Consumption for Deep Learning on Resource Limited DevicesAidan Duggan, Ted Scully, Niall Smith, Alan Giltinan. sgai 2023: 129-141 [doi]

Estimations of Professional Experience with Panel Data to Improve Salary PredictionsFrank Eichinger, Jannik Kiesel, Matthias Dorner, Stefan Arnold. sgai 2023: 513-518 [doi]

Bias in Recommender Systems: Item Price PerspectiveRamazan Esmeli, Hassana Abdullahi, Mohamed Bader-El-Den, Ansam Al-Gburi. sgai 2023: 421-433 [doi]

ReFrogID: Pattern Recognition for Pool Frog Identification Using Deep Learning and Feature MatchingVetle Nesland Evensen, Gabriel Bergman Henriksen, Sondre Melhus, Ole Steine Olsen, Kristina Haugen, Dag Dolmen, Arne Wiklund, Per-Arne Andersen, Morten Goodwin, Lars Mørch Korslund, Nadia Saad Noori. sgai 2023: 365-376 [doi]

Towards Goal-Oriented Agents for Evolving Problems Observed via ConversationMichael Free, Andrew Langworthy, Mary Dimitropoulaki, Simon Thompson. sgai 2023: 142-155 [doi]

Explaining a Staff Rostering Problem by Mining Trajectory Variance StructuresMartin Fyvie, John A. W. McCall, Lee A. Christie, Alexandru-Ciprian Zavoianu, Alexander E. I. Brownlee, Russell Ainslie. sgai 2023: 275-290 [doi]

Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI ImagesMisgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee. sgai 2023: 391-403 [doi]

Deep Despeckling of SAR Images to Improve Change Detection PerformanceMohamed Ihmeida, Muhammad Shahzad. sgai 2023: 115-126 [doi]

Hybrid System for Prostate MR Image Segmentation Using Expert Knowledge and Machine LearningLars E. O. Jacobson, Adrian A. Hopgood, Mohamed Bader-El-Den, Vincenzo Tamma, David Prendergast, Peter Osborn. sgai 2023: 493-498 [doi]

Intermediate Task Ensembling for Sarcasm DetectionJarrad Jinks. sgai 2023: 19-32 [doi]

A Contrastive Learning Scheme with Transformer Innate PatchesSander Riisøen Jyhne, Per-Arne Andersen, Morten Goodwin, Ivar Oveland. sgai 2023: 103-114 [doi]

Fighting Lies with Intelligence: Using Large Language Models and Chain of Thoughts Technique to Combat Fake NewsWaleed Kareem, Noorhan Abbas. sgai 2023: 253-258 [doi]

Distinct Sequential Models for Inference BoostingRune Alexander Laursen, Peshang Alo, Morten Goodwin, Per-Arne Andersen. sgai 2023: 198-203 [doi]

Goals and Stakeholder Involvement in XAI for Remote Sensing: A Structured Literature ReviewCarolin Leluschko, Christoph Tholen. sgai 2023: 519-525 [doi]

A Novel State Space Exploration Method for the Sparse-Reward Reinforcement Learning EnvironmentXi Liu, Long Ma, Zhen Chen, Changgang Zheng, Ren Chen, Yong Liao, Shufan Yang. sgai 2023: 216-221 [doi]

On Reproducible Implementations in Unsupervised Concept Drift Detection Algorithms ResearchDaniel Lukats, Frederic T. Stahl. sgai 2023: 204-209 [doi]

Cropline and Weed Detection in Corn Using Weak SupervisionChristoph Manss, Isabel Guenther, Florian Rahe. sgai 2023: 377-390 [doi]

Solar Flare Forecasting Using Individual and Ensemble RNN ModelsMangaliso Mngomezulu, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu. sgai 2023: 307-320 [doi]

Clinical Dialogue Transcription Error Correction with Self-supervisionGayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon. sgai 2023: 33-46 [doi]

On Explanations for Hybrid Artificial IntelligenceLars Nolle, Frederic T. Stahl, Tarek A. El-Mihoub. sgai 2023: 3-15 [doi]

Hybrid Dual-Resampling and Cost-Sensitive Classification for Credit Risk PredictionEmmanuel Osei-Brefo, Richard J. Mitchell 0001, Xia Hong 0001. sgai 2023: 350-362 [doi]

Predicting Social Trust from Implicit FeedbackEseosa Oshodin. sgai 2023: 228-233 [doi]

Exploring Optimal Configurations in Active Learning for Medical ImagingAlec Parise, Brian Mac Namee. sgai 2023: 75-88 [doi]

COVID-19 Liquor Sales Forecasting ModelUttam Paul. sgai 2023: 499-505 [doi]

Heuristic Search of HeuristicsAngelo Pirrone, Peter C. R. Lane, Laura Bartlett, Noman Javed, Fernand Gobet. sgai 2023: 407-420 [doi]

Quantitative Approach of Geospatial Sentiment Analysis to Reveal Opinions on the War in UkraineChris Prusakiewicz, Ken McGarry. sgai 2023: 293-306 [doi]

A Neural Network Approach to Dragon Boat Partition Problem(Abstract)Brett Regnier, John Z. Zhang. sgai 2023: 234-240 [doi]

Unveiling the Relationship Between News Recommendation Algorithms and Media Bias: A Simulation-Based Analysis of the Evolution of Bias PrevalenceQin Ruan, Brian Mac Namee, Ruihai Dong. sgai 2023: 210-215 [doi]

On the Application of Feed-Forward Artificial Neural Networks to the Maritime Target Motion Analysis ProblemTill Schlüsselburg, Christoph Tholen, Lars Nolle. sgai 2023: 481-486 [doi]

Semi-supervised Similarity Learning in Process-Oriented Case-Based ReasoningNicolas Schuler, Maximilian Hoffmann 0001, Hans-Peter Beise, Ralph Bergmann. sgai 2023: 159-173 [doi]

Detecting Bias in University News Articles: A Comparative Study Using BERT, GPT-3.5 and Google Bard AnnotationsRawan Bin Shiha, Eric Atwell, Noorhan Abbas. sgai 2023: 487-492 [doi]

On the Development of a Candidate Selection System for Automated Plastic Waste Detection Using Airborne Based Remote SensingChristoph Tholen, Mattis Wolf. sgai 2023: 506-512 [doi]

Confidence Preservation Property in Knowledge Distillation AbstractionsDmitry Vengertsev, Elena Sherman. sgai 2023: 59-72 [doi]

SANTA: Semi-supervised Adversarial Network Threat and Anomaly Detection SystemMuhammad Fahad Zia, Sri Harish Kalidass, Jonathan Francis Roscoe. sgai 2023: 335-349 [doi]

2022

Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature ExtractorHanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng. sgai 2022: 64-80 [doi]

Comparing ML Models for Food Production ForecastingNouf Alkaabi, Siddhartha Shakya. sgai 2022: 303-308 [doi]

CRC: Consolidated Rules Construction for Expressive Ensemble ClassificationManal Almutairi, Frederic T. Stahl, Max Bramer. sgai 2022: 138-152 [doi]

The ODeLIndA Dataset for Field-of-View Obstruction Detection Using Transfer Learning for Real-Time Industrial ApplicationsAbraham Anderson, Einar Julius Olafarson, Per-Arne Andersen, Nadia Saad Noori. sgai 2022: 197-210 [doi]

Morality, Machines, and the Interpretation Problem: A Value-based, Wittgensteinian Approach to Building Moral AgentsCosmin Badea, Gregory Artus. sgai 2022: 124-137 [doi]

Have a Break from Making Decisions, Have a MARS: The Multi-valued Action Reasoning SystemCosmin Badea. sgai 2022: 359-366 [doi]

Artificial Intelligence XXXIX - 42nd SGAI International Conference on Artificial Intelligence, AI 2022, Cambridge, UK, December 13-15, 2022, ProceedingsMax Bramer, Frederic Stahl, editors, Volume 13652 of Lecture Notes in Computer Science, Springer, 2022. [doi]

An Evolutionary Game Theory Model of the Decision to ConfrontPhilippe Chassy, Jon Cole, Chloe Brennan. sgai 2022: 167-179 [doi]

Accelerating Cyber-Breach Investigations Through Novel Use of Artificial Immune System AlgorithmsBenjamin Donnachie, Jason Verrall, Adrian Hopgood, Patrick Wong, Ian Kennedy. sgai 2022: 297-302 [doi]

Explainable Boosting Machines for Network Intrusion Detection with Features ReductionTarek A. El-Mihoub, Lars Nolle, Frederic T. Stahl. sgai 2022: 280-294 [doi]

Bootstrapping Neural Electronics from Lunar Resources for In-Situ Artificial Intelligence ApplicationsAlex Ellery. sgai 2022: 83-97 [doi]

Developing Testing Frameworks for AI CamerasArkadiusz Herdzik, Carl James-Reynolds. sgai 2022: 340-345 [doi]

Competitive Learning with Spiking Nets and Spike Timing Dependent PlasticityChristian Huyck, Orume Erekpaine. sgai 2022: 153-166 [doi]

Recurrent Neural Networks for Music Genre ClassificationChaitanya Kakarla, Vidyashree Eshwarappa, Lakshmi Babu Saheer, Mahdi Maktabdar Oghaz. sgai 2022: 267-279 [doi]

On Predicting the Work Load for Service ContractorsHimadri Sikhar Khargharia, Siddhartha Shakya, Sara Sharif, Russell Ainslie, Gilbert Owusu. sgai 2022: 223-237 [doi]

Twitter Flu Trend: A Hybrid Deep Neural Network for Tweet AnalysisMahsa Abazari Kia, Fatemeh Ebrahimi Khaksefidi. sgai 2022: 37-50 [doi]

On an Artificial Neural Network Approach for Predicting Photosynthetically Active Radiation in the Water ColumnMartin M. Kumm, Lars Nolle, Frederic T. Stahl, Ahlem Jemai, Oliver Zielinski. sgai 2022: 112-123 [doi]

MentaLex: A Mental Processes Lexicon Based on the Essay DatasetFrancisco Supino Marcondes, Maria Araújo Barbosa, Ricardo Queiroz, Luis Brito, Adelino Gala, Dalila Durães. sgai 2022: 321-326 [doi]

Hidden Markov Models for Surprising Pattern Detection in Discrete Symbol Sequence DataKen McGarry. sgai 2022: 180-194 [doi]

Deep Learning for Detecting Tilt Angle and Orientation of Photovoltaic Panels on Satellite ImageryAmmar Memari, Van Cuong Dam, Lars Nolle. sgai 2022: 255-266 [doi]

Automated Quality Inspection of High Voltage Equipment Supported by Machine Learning and Computer VisionPiotr Misiak, Daniel Szempruch. sgai 2022: 211-222 [doi]

Query Resolution of Literature Knowledge Graphs Using Hybrid Document EmbeddingsIqra Muhammad, Frans Coenen, Carol Gamble, Anna Kearney, Paula Williamson. sgai 2022: 98-111 [doi]

OAK4XAI: Model Towards Out-of-Box eXplainable Artificial Intelligence for Digital AgricultureQuoc-Hung Ngo, M. Tahar Kechadi, Nhien-An Le-Khac. sgai 2022: 238-251 [doi]

Practical Limits to Transfer Learning of Neural Network Controllers from Earth to Space EnvironmentsCollins Ogundipe, Alex Ellery. sgai 2022: 3-16 [doi]

Job Assignment Problem and Traveling Salesman Problem: A Linked Optimisation ProblemAkinola Ogunsemi, John McCall 0001, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu. sgai 2022: 19-33 [doi]

Anomaly Detection and Root Cause Analysis on Log DataDaem Pasha, Ali Hussain Shah, Esmaeil Habib Zadeh, Savas Konur. sgai 2022: 333-339 [doi]

Time is Budget: A Heuristic for Reducing the Risk of Ruin in Multi-armed Gambler BanditsFilipo Studzinski Perotto, Xavier Pucel, Jean-Loup Farges. sgai 2022: 346-352 [doi]

Two-Phase Open-Domain Question Answering SystemVysakh Prasannan, Shahin Shemshian, Arinc Gurkan, Lakshmi Babu Saheer, Mahdi Maktabdar Oghaz. sgai 2022: 353-358 [doi]

Data Augmentation for Pathology Prioritisation: An Improved LSTM-Based ApproachJing Qi, Girvan Burnside, Frans Coenen. sgai 2022: 51-63 [doi]

Comparing Peircean Algorithm with Various Bio-inspired Techniques for Multi-dimensional Function OptimizationQuratulain Quraishi, Hammad Rizwan, Mian Muhammad Awais. sgai 2022: 309-314 [doi]

Proceedings of the Workshop on AI and Cybersecurity (AI-Cybersec 2021) co-located with 41st SGAI International Conference on Artificial Intelligence (SGAI 2021), Cambridge, United Kingdom, December 14th, 2021Sadiq Sani, Harsha K. Kalutarage, editors, Volume 3125 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency DepartmentsRegina Sousa, Daniela Oliveira 0003, Dalila Durães, Cristiana Neto, José Machado 0001. sgai 2022: 315-320 [doi]

Credit Card Fraud Using Adversarial AttacksHafya Ullah, Aysha Thahsin Zahir Ismail, Lakshmi Babu Saheer, Mahdi Maktabdar Oghaz. sgai 2022: 327-332 [doi]

2021

Modelling Emotion Dynamics in Chatbots with Neural Hawkes ProcessesAhmed Abouzeid, Ole-Christoffer Granmo, Morten Goodwin. sgai 2021: 146-151 [doi]

Artificial Intelligence XXXVIII - 41st SGAI International Conference on Artificial Intelligence, AI 2021, Cambridge, UK, December 14-16, 2021, ProceedingsMax Bramer, Richard Ellis, editors, Volume 13101 of Lecture Notes in Computer Science, Springer, 2021. [doi]

Named Entity Recognition and Relation Extraction for COVID-19: Explainable Active Learning with Word2vec Embeddings and Transformer-Based BERT ModelsMercedes Argüello Casteleiro, Nava Maroto, Chris Wroe, C. Sevillano Torrado, C. Henson, Jose Julio Des Diz, Maria Jesus Fernandez Prieto, Thomas Furmston, Diego Maseda-Fernandez, M. Kulshrestha, Robert Stevens 0001, John A. Keane, Simon Peters. sgai 2021: 158-163 [doi]

Towards Publishing Ontology-Based Data Quality Metadata of Open DataIker Esnaola-Gonzalez. sgai 2021: 371-376 [doi]

Assessing the Impact of Agents in Weighted Bipolar Argumentation FrameworksAreski Himeur, Bruno Yun, Pierre Bisquert, Madalina Croitoru. sgai 2021: 75-88 [doi]

Extended Category Learning with Spiking Nets and Spike Timing Dependent PlasticityChristian R. Huyck, Carlos Samey. sgai 2021: 33-43 [doi]

A Novel Anomaly Detection Approach to Secure APIs from CyberattacksArshardh Ifthikar, Nipun Thennakoon, Sanjeewa Malalgoda, Harsha Moraliyage, Thamindu Jayawickrama, Tiroshan Madushanka, Saman Hettiarachchi. sgai 2022: 113-126 [doi]

Towards a Brain Controller Interface for Generating Simple Berlin School Style Music with Interactive Genetic AlgorithmsCarl James-Reynolds, Edward Currie. sgai 2021: 377-382 [doi]

Probabilistic Rule Induction for Transparent CBR Under UncertaintyMartin Jedwabny, Pierre Bisquert, Madalina Croitoru. sgai 2021: 117-130 [doi]

Automatic Information Extraction from Electronic Documents Using Machine LearningNishanthan Kamaleson, Dominique Chu, Fernando E. B. Otero. sgai 2021: 183-194 [doi]

An Assessment of Robustness for Adversarial Attacks and Physical Distortions on Image Classification using Explainable AIK. T. Yasas Mahima, Mohamed Ayoob, Guhanathan Poravi. sgai 2022: 14-28 [doi]

On the Need for Collaborative Intelligence in CybersecurityTrevor Martin. sgai 2022: 100-112 [doi]

Knowledge-Based Composable Inductive ProgrammingEdward McDaid, Sarah McDaid. sgai 2021: 152-157 [doi]

Behavioural User Identification from Clickstream Data for Business ImprovementGaurav Misra, Matteo Migliavacca, Fernando E. B. Otero. sgai 2021: 341-354 [doi]

GaussianProductAttributes: Density-Based Distributed Representations for ProductsHossein Ghodrati Noushahr, Jeremy Levesley, Samad Ahmadi, Evgeny M. Mirkes. sgai 2021: 139-145 [doi]

Modelling Satellite Data for Automobile Insurance RiskSam Richardson, Yixie Shao, Dana Khartabil, Simon Thompson. sgai 2021: 195-208 [doi]

AI Enabled Bio Waste Contamination-ScannerFrederic T. Stahl, Oliver Ferdinand, Lars Nolle, Alexandra Pehlken, Oliver Zielinski. sgai 2021: 357-363 [doi]

AI Methods of Autonomous Geological Target Selection in the Hunt for Signs of Extraterrestrial LifeAlexander Tettenborn, Alex Ellery. sgai 2021: 103-116 [doi]

Patients Forecasting in Emergency Services by Using Machine Learning and Exogenous VariablesHugo Álvarez-Chaves, David F. Barrero, Mario Cobos, María Dolores Rodríguez-Moreno. sgai 2021: 167-180 [doi]

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