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The papers in this volume are the refereed papers presented at AI-2016, the Thirty-sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2016 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Knowledge Discovery and Data Mining, Sentiment Analysis and Recommendation, Machine Learning, AI Techniques, and Natural Language Processing, followed by application stream sections on AI for Medicine and Disability,…mehr
The papers in this volume are the refereed papers presented at AI-2016, the Thirty-sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2016 in both the technical and the application streams.
They present new and innovative developments and applications, divided into technical stream sections on Knowledge Discovery and Data Mining, Sentiment Analysis and Recommendation, Machine Learning, AI Techniques, and Natural Language Processing, followed by application stream sections on AI for Medicine and Disability, Legal Liability and Finance, Telecoms and eLearning, and Genetic Algorithms in Action. The volume also includes the text of short papers presented as posters at the conference.
This is the thirty-third volume in the Research and Development in Intelligent Systems series, which also incorporates the twenty-fourth volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field.
Research and Development in Intelligent Systems XXXIII Best Technical Paper: Harnessing Background Knowledge for E-learning Recommendation B.Mbipom S.Craw and S.Massie (Robert Gordon University Aberdeen UK).- Knowledge Discovery and Data Mining Category-Driven Association Rule Mining Z. Ibrahim H. Wu (King`s College London UK) R. Mallah (The South London and Maudsley NHS Foundation Trust) and R. Dobson (King`s College London UK.-Enhancing SAT-Based Itemsets Mining Imen Ouled Dlala Said Jabbour and Lakhdar Sais (University of Artois France) and Bouteina Ben Yaghlane (LARODEC France.- Mining Frequent Movement Patterns in Large Networks: A Parallel Approach Using Shapes Mohammed Al-Zeyadi Frans Coenen and Alexei Lisitsa (University of Liverpool UK).- Sentiment Analysis and Recommendation Emotion-corpus guided Lexicons for Sentiment Analysis on Twitter Anil Bandhakavi Nirmalie Wiratunga and Stewart Massie (Robert Gordon University UK) and P. Deepak (Queen`s University Belfast UK.- Context-aware Sentiment Detection From Ratings Yichao Lu (Fudan University Shanghai China) Ruihai Dong and Barry Smyth (University College Dublin Dublin Ireland).- Recommending with Higher-Order Factorization Machines Julian Knoll (Technische Hochschule Nürnberg Germany).- Machine Learning Multitask Learning for Text Classification with Deep Neural Networks H. Ghodrati Noushahr and S. Ahmadi (De Montfort University Leicester UK).- An Investigation on Online versus Batch Learning in Predicting User Behaviour N. Burlutskiy M. Petridis A. Fish A. Chernov and N. Ali (University of Brighton UK).-A neural network test of the expert attractor hypothesis: Chaos theory accounts for individual variance in learning P. Chassy (Liverpool Hope University UK).- AI Techniques A Fast Algorithm to Estimate the Square Root of Probability Density Function Xia Hong (University of Reading UK) Junbin Gao (University of Sydney Australia).-An Incremental Approach for Identifying Communities in Dynamic Social Networks Lihua Zhou Peizhong Yang (Yunnan University China) and Kevin Lü (Brunel University UK).- 3Dana: Path Planning on 3D surfaces Pablo Muñoz María D. R-Moreno and Bonifacio Castaño (Universidad de Alcalá Spain).-Natural Language Processing.-Covert Implementations of the Turing Test: A More Level Playing Field? D.J.H Burden (Daden Limited UK) M Savin-Baden and R. Bhakta (University of Worcester UK).- Context-dependent Pattern Simplification by Extracting Context-free Floating Qualifiers M.J. Wheatman (Yagadi Ltd UK).- Short Papers Experiments With High Performance Genetic Programming for Classification Problems Darren M. Chitty (University of Bristol UK).-Towards Expressive Modular Rule Induction for Numerical Attributes M.Almutairi F.Stahl M.Jennings and T.Le (University of Reading UK) M.Bramer (University of Portsmouth UK).-OPEN: New Path-Planning Algorithm for Real-World Complex Environment J.I. Olszewska and J. Toman (University of Gloucestershire UK).- Encoding Medication Episodes for Adverse Drug Event Prediction Honghan Wu Zina M. Ibrahim Ehtesham Iqbal and Richard J.B. Dobson (King`s College London UK) Applications and Innovations in Intelligent Systems XXIV Best Application Paper: A Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation A.J.Starkey and H.Hagras (University of Essex UK) S.Shakya and G.Owusu (British Telecom UK).- AI for Medicine and Disability SELFBACK - Activity Recognition for Self-management of Low Back Pain S. Sani N. Wiratunga S. Massie and K. Cooper (Robert Gordon University UK).-A Voice Controlled Automatic Gearbox for Disabled People Mohammed K Mustafa Paul Evans Tony Allen Kofi Appiah and Fatima Mustafa (Nottingham Trent University UK).- Legal Liability and Finance Artificial Intelligence and Legal Liability J.K.C. Kingston (University of Brighton UK).- Automated Sequence Tagging: Applications in Financial Hybrid Systems Peter Hampton William Blakburn Hui Wang and Zhiwei Lin (Ulster University).- Telecoms and eLearning A Method of Rule Induction for Predicting and Describing Future Alarms in a Telecommunication Network Chris Wrench (University of Reading UK) Frederic Stahl (University of Reading) Thien Le (University of Reading) Vidhyalakshmi Karthikeyan (BT Research and Innovation) and Detlef Nauck (BT Research and Innovation).- Towards Keystroke Continuous Authentication Using Time Series Analytics Abdullah Alshehri and Frans Coenen and Danushka Bollegala (University of Liverpool).- Genetic Algorithms in Action EEuGene: Employing Electroencephalograph Signals in the Rating Strategy of a Hardware- Based Interactive Genetic Algorithm C.James-Reynolds and E.Currie (Middlesex University UK).- Spice Model Generation from EM Simulation Data using Integer Coded Genetic Algorithms J. Werner and L. Nolle (Jade University of Applied Sciences Germany) Short Papers Dendritic Cells for Behaviour Detection in Immersive Virtual Reality Training N. M.Y. Lee R.H.K. Wong W.W.L. Tam L.K.Y. Chan & H.Y. K. Lau (The University of Hong Kong) .- Interactive Evolutionary Generative Art L.Hernandez Mengesha and C.James-Reynolds (Middlesex University UK).- Incorporating emotion and personality-based analysis in user-centered modelling Mohamed Mostafa Tom Crick Ana C. Calderon (Cardiff Metropolitan University UK) and Giles Oatley (Murdoch University Australia).- An Industrial application of Data Mining Techniques to Enhance the Effectiveness of On-line Advertising Maria Diapouli Miltos Petridis Roger Evans (University of Brighton UK) Tony Evans (CRIMEAN Ltd) and Stelios Kapetanakis (University of Brighton UK).- Aggregated Activity Recognition Using Smart Devices Walid Mohamed Aly Khaled Eskaf and Alyaa Aly (Arab Academy for Science and Technology Egypt)
Research and Development in Intelligent Systems XXXIII Best Technical Paper: Harnessing Background Knowledge for E-learning Recommendation B.Mbipom S.Craw and S.Massie (Robert Gordon University Aberdeen UK).- Knowledge Discovery and Data Mining Category-Driven Association Rule Mining Z. Ibrahim H. Wu (King`s College London UK) R. Mallah (The South London and Maudsley NHS Foundation Trust) and R. Dobson (King`s College London UK.-Enhancing SAT-Based Itemsets Mining Imen Ouled Dlala Said Jabbour and Lakhdar Sais (University of Artois France) and Bouteina Ben Yaghlane (LARODEC France.- Mining Frequent Movement Patterns in Large Networks: A Parallel Approach Using Shapes Mohammed Al-Zeyadi Frans Coenen and Alexei Lisitsa (University of Liverpool UK).- Sentiment Analysis and Recommendation Emotion-corpus guided Lexicons for Sentiment Analysis on Twitter Anil Bandhakavi Nirmalie Wiratunga and Stewart Massie (Robert Gordon University UK) and P. Deepak (Queen`s University Belfast UK.- Context-aware Sentiment Detection From Ratings Yichao Lu (Fudan University Shanghai China) Ruihai Dong and Barry Smyth (University College Dublin Dublin Ireland).- Recommending with Higher-Order Factorization Machines Julian Knoll (Technische Hochschule Nürnberg Germany).- Machine Learning Multitask Learning for Text Classification with Deep Neural Networks H. Ghodrati Noushahr and S. Ahmadi (De Montfort University Leicester UK).- An Investigation on Online versus Batch Learning in Predicting User Behaviour N. Burlutskiy M. Petridis A. Fish A. Chernov and N. Ali (University of Brighton UK).-A neural network test of the expert attractor hypothesis: Chaos theory accounts for individual variance in learning P. Chassy (Liverpool Hope University UK).- AI Techniques A Fast Algorithm to Estimate the Square Root of Probability Density Function Xia Hong (University of Reading UK) Junbin Gao (University of Sydney Australia).-An Incremental Approach for Identifying Communities in Dynamic Social Networks Lihua Zhou Peizhong Yang (Yunnan University China) and Kevin Lü (Brunel University UK).- 3Dana: Path Planning on 3D surfaces Pablo Muñoz María D. R-Moreno and Bonifacio Castaño (Universidad de Alcalá Spain).-Natural Language Processing.-Covert Implementations of the Turing Test: A More Level Playing Field? D.J.H Burden (Daden Limited UK) M Savin-Baden and R. Bhakta (University of Worcester UK).- Context-dependent Pattern Simplification by Extracting Context-free Floating Qualifiers M.J. Wheatman (Yagadi Ltd UK).- Short Papers Experiments With High Performance Genetic Programming for Classification Problems Darren M. Chitty (University of Bristol UK).-Towards Expressive Modular Rule Induction for Numerical Attributes M.Almutairi F.Stahl M.Jennings and T.Le (University of Reading UK) M.Bramer (University of Portsmouth UK).-OPEN: New Path-Planning Algorithm for Real-World Complex Environment J.I. Olszewska and J. Toman (University of Gloucestershire UK).- Encoding Medication Episodes for Adverse Drug Event Prediction Honghan Wu Zina M. Ibrahim Ehtesham Iqbal and Richard J.B. Dobson (King`s College London UK) Applications and Innovations in Intelligent Systems XXIV Best Application Paper: A Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation A.J.Starkey and H.Hagras (University of Essex UK) S.Shakya and G.Owusu (British Telecom UK).- AI for Medicine and Disability SELFBACK - Activity Recognition for Self-management of Low Back Pain S. Sani N. Wiratunga S. Massie and K. Cooper (Robert Gordon University UK).-A Voice Controlled Automatic Gearbox for Disabled People Mohammed K Mustafa Paul Evans Tony Allen Kofi Appiah and Fatima Mustafa (Nottingham Trent University UK).- Legal Liability and Finance Artificial Intelligence and Legal Liability J.K.C. Kingston (University of Brighton UK).- Automated Sequence Tagging: Applications in Financial Hybrid Systems Peter Hampton William Blakburn Hui Wang and Zhiwei Lin (Ulster University).- Telecoms and eLearning A Method of Rule Induction for Predicting and Describing Future Alarms in a Telecommunication Network Chris Wrench (University of Reading UK) Frederic Stahl (University of Reading) Thien Le (University of Reading) Vidhyalakshmi Karthikeyan (BT Research and Innovation) and Detlef Nauck (BT Research and Innovation).- Towards Keystroke Continuous Authentication Using Time Series Analytics Abdullah Alshehri and Frans Coenen and Danushka Bollegala (University of Liverpool).- Genetic Algorithms in Action EEuGene: Employing Electroencephalograph Signals in the Rating Strategy of a Hardware- Based Interactive Genetic Algorithm C.James-Reynolds and E.Currie (Middlesex University UK).- Spice Model Generation from EM Simulation Data using Integer Coded Genetic Algorithms J. Werner and L. Nolle (Jade University of Applied Sciences Germany) Short Papers Dendritic Cells for Behaviour Detection in Immersive Virtual Reality Training N. M.Y. Lee R.H.K. Wong W.W.L. Tam L.K.Y. Chan & H.Y. K. Lau (The University of Hong Kong) .- Interactive Evolutionary Generative Art L.Hernandez Mengesha and C.James-Reynolds (Middlesex University UK).- Incorporating emotion and personality-based analysis in user-centered modelling Mohamed Mostafa Tom Crick Ana C. Calderon (Cardiff Metropolitan University UK) and Giles Oatley (Murdoch University Australia).- An Industrial application of Data Mining Techniques to Enhance the Effectiveness of On-line Advertising Maria Diapouli Miltos Petridis Roger Evans (University of Brighton UK) Tony Evans (CRIMEAN Ltd) and Stelios Kapetanakis (University of Brighton UK).- Aggregated Activity Recognition Using Smart Devices Walid Mohamed Aly Khaled Eskaf and Alyaa Aly (Arab Academy for Science and Technology Egypt)
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