Artificial Intelligence XXXVI: 39th SGAI International Conference on Artificial Intelligence, AI 2019, Cambridge, UK, December 17–19, 2019, Proceedings PDF
Preview Artificial Intelligence XXXVI: 39th SGAI International Conference on Artificial Intelligence, AI 2019, Cambridge, UK, December 17–19, 2019, Proceedings
Max Bramer Miltos Petridis (Eds.) 7 Artificial 2 9 1 1 I Intelligence XXXVI A N L 39th SGAI International Conference on Artificial Intelligence, AI 2019 Cambridge, UK, December 17–19, 2019 Proceedings 123 fi Lecture Notes in Arti cial Intelligence 11927 Subseries of Lecture Notes in Computer Science Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany Founding Editor Jörg Siekmann DFKI and Saarland University, Saarbrücken, Germany More information about this series at http://www.springer.com/series/1244 Max Bramer Miltos Petridis (Eds.) (cid:129) fi Arti cial Intelligence XXXVI 39th SGAI International Conference fi on Arti cial Intelligence, AI 2019 – Cambridge, UK, December 17 19, 2019 Proceedings 123 Editors MaxBramer Miltos Petridis University of Portsmouth Middlesex University Portsmouth,UK London,UK ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Artificial Intelligence ISBN 978-3-030-34884-7 ISBN978-3-030-34885-4 (eBook) https://doi.org/10.1007/978-3-030-34885-4 LNCSSublibrary:SL7–ArtificialIntelligence ©SpringerNatureSwitzerlandAG2019 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This volume, entitled Artificial Intelligence XXXVI, comprises the refereed papers presented at AI-2019, the 39th SGAI International Conference on Innovative TechniquesandApplicationsofArtificialIntelligence,heldinCambridgeinDecember 2019 in both the technical and the application streams. The conference was organised by SGAI, the British Computer Society Specialist Group on Artificial Intelligence. Thetechnicalpapersincludedpresentnewandinnovativedevelopmentsinthefield, divided into sections on ‘Machine Learning, Knowledge Discovery and Data Mining’ and ‘Agents, Knowledge Acquisition and Ontologies.’ This year’s Donald Michie Memorial Award for the best refereed technical paper was won by a paper entitled “CascadeML: An Automatic Neural Network Architecture Evolution and Training Algorithm for Multi-label Classification” by A. Pakrashi and B. Mac Namee (Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland). TheapplicationpapersincludedpresentinnovativeapplicationsofAItechniquesin a number of subject domains. This year, the papers are divided into sections on ‘Medical Applications’, ‘Applications of Evolutionary Algorithms’, ‘Machine Learn- ing for Time Series Data’, ‘Applications of Machine Learning’, and ‘Knowledge Acquisition’.Thisyear’sRobMilneMemorialAwardforthebestrefereedapplication paper was won by a paper entitled “Evolving prediction models with Genetic Algo- rithmtoForecastVehicleVolumeinaServiceStation”byHimadriSikharKhargharia andSiddharthaShakya(EBTIC,KhalifaUniversity,AbuDhabi,UAE),RussellAinslie and Gilbert Owusu (British Telecom, UK). The volume also includes the text of short papers in both streams presented as posters at the conference. OnbehalfoftheconferenceOrganizingCommitteewewouldliketothankallthose who contributed to the organization of this year’s program, in particular the Program Committee members, the executive Program Committees and our administrators Mandy Bauer and Bryony Bramer. September 2019 Max Bramer Miltos Petridis Organization AI-2019 Conference Committee Conference Chair Max Bramer University of Portsmouth, UK Technical Program Chair Max Bramer University of Portsmouth, UK Application Program Chair Miltos Petridis Middlesex University, UK Deputy Application Program Chair Jixin Ma University of Greenwich, UK Workshop Organizer Adrian Hopgood University of Portsmouth, UK Treasurer Rosemary Gilligan . AI Open Mic and Panel Session Organizer Andrew Lea Amplify Life, UK Publicity Organizer Frederic Stahl DFKI - German Research Center for Artificial Intelligence, Germany and University of Reading, UK FAIRS 2019 Giovanna Martinez University of Nottingham, UK UK CBR Organizer Miltos Petridis Middlesex University, UK Cambridge Walking Tour Organizer Nadia Abouayoub . viii Organization Conference Administrator Mandy Bauer BCS Paper Administrator Bryony Bramer . Technical Executive Program Committee Max Bramer (Chair) University of Portsmouth, UK Frans Coenen The University of Liverpool, UK Adrian Hopgood University of Portsmouth, UK John Kingston University of Brighton, UK Jixin Ma University of Greenwich, UK Application Executive Program Committee Miltos Petridis (Chair) Middlesex University, UK Nadia Abouayoub . Richard Ellis RKE Consulting, UK Rosemary Gilligan . Stelios Kapetanakis University of Brighton, UK Andrew Lea Amplify Life, UK Technical Program Committee Per-Arne Andersen University of Agder, Norway Farshad Badie Aalborg University, Denmark Raed Sabri Hameed Southern Technical University/Basra Engineering Batbooti Technical College, Iraq Mirko Boettcher University of Magdeburg, Germany Soufiane Boulehouache University of 20 Août 1955-Skikda, Algeria Max Bramer University of Portsmouth, UK Krysia Broda Imperial College, University of London, UK Ken Brown University College Cork, Ireland Marcos Bueno Radboud University Nijmegen, The Netherlands Nikolay Burlutskiy ContextVision AB, Sweden Darren Chitty Aston University, UK Frans Coenen The University of Liverpool, UK Bertrand Cuissart Université de Caen, France Ireneusz Czarnowski Gdynia Maritime University, Poland Nicolas Durand Aix-Marseille University, France Frank Eichinger DATEV eG, Nuremberg, Germany Mohamed Gaber Robert Gordon University, Aberdeen, UK Adriana Giret Universitat Politècnica de València, Spain Peter Hampton Ulster University, UK Organization ix Adrian Hopgood University of Portsmouth, UK Zina Ibrahim Kings College, London, UK Joanna Jedrzejowicz University of Gdansk, Poland Stelios Kapetanakis University of Brighton, UK Navneet Kesher Facebook, Seattle WA, USA John Kingston University of Brighton, UK Konstantinos Kotis University of the Aegean, Greece Ivan Koychev University of Sofia, Bulgaria Nicole Lee University of Hong Kong, Hong Kong, China Anne Liret British Telecom, France Fernando Lopes LNEG-National Research Institute, Portugal Jixin Ma University of Greenwich, UK Kyle Martin Robert Gordon University, Aberdeen, UK Stewart Massie Robert Gordon University, Aberdeen, UK Silja Meyer-Nieberg Universität der Bundeswehr München, Germany Roberto Micalizio Università di Torino, Italy Daniel Neagu University of Bradford, UK Joanna Isabelle Olszewska University of West of Scotland, UK Daniel O’Leary University of Southern California, USA Filipo Perotto Normandy University, France Danny Poon BT, UK Fernando Saenz-Perez Universidad Complutense de Madrid, Spain Miguel A. Salido Universitat Politècnica de València, Spain Sadiq Sani BT, UK Rainer Schmidt University Medicine of Rostock, Germany Frederic Stahl DFKI - German Research Center for Artificial Intelligence, Germany, and University of Reading, UK Andy Starkey BT, UK Simon Thompson BT Innovate, UK Jon Timmis University of Sunderland, UK M. R. C. van Dongen University College Cork, Ireland Martin Wheatman Yagadi Ltd., UK Application Program Committee Nadia Abouayoub BCS-SGAI Tony Allen Nottingham Trent University, UK Ines Arana Robert Gordon University, Aberdeen, UK Mercedes Arguello The University of Manchester, UK Casteleiro Vasileios Argyriou Kingston University, UK Juan Carlos Augusto Middlesex University, UK Ken Brown University College Cork, Ireland Nikolay Burlutskiy ContextVision AB, Sweden Xiaochun Cheng Middlesex University, UK x Organization Sarah Jane Delany Technological University Dublin, Ireland Richard Ellis RKE Consulting, UK Roger Evans University of Brighton, UK Andrew Fish University of Brighton, UK Yvonne Fryer University of Greenwich, UK Xiaohong Gao Middlesex University, UK Rosemary Gilligan University of Hertfordshire, UK John Gordon AKRI Ltd., UK Chris Hinde Loughborough University, UK Adrian Hopgood University of Portsmouth, UK Chris Huyck Middlesex University, UK Carl James-Reynolds Middlesex University, UK Stelios Kapetanakis University of Brighton, UK Andrew Lea Amplify Life, UK Jixin Ma University of Greenwich, UK Lars Nolle Jade University of Applied Sciences, Germany Sanjib Raj Pandey Chelsea and Westminster NHS Foundation Trust, UK Miltos Petridis Middlesex University, UK Elena Irena Popa University of Greenwich, UK Juan Antonio Recio Garcia Complutense University Madrid, Spain Miguel A. Salido Universitat Politècnica de València, Spain Georgios Samakovitis University of Greenwich, UK Roger Tait Birmingham City University, UK Richard Wheeler Edinburgh Scientific, UK Markus Wolf University of Greenwich, UK Patrick Wong Open University, UK
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