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ORCIDSGAI Conf. 2015: Cambridge, UK
- Max Bramer, Miltos Petridis:
Research and Development in Intelligent Systems XXXII - Incorporating Applications and Innovations in Intelligent Systems XXIII. Proceedings of AI-2015, The Thirty-Fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, December 15-17, 2015. Springer 2015, ISBN 978-3-319-25030-4
Research and Development in Intelligent Systems XXXII Best Technical Paper
- Silja Meyer-Nieberg, Erik Kropat
:
Sparse Covariance Matrix Adaptation Techniques for Evolution Strategies. 5-21
Knowledge Discovery and Data Mining
- Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan:
A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests. 25-41 - Esra'a Alshdaifat, Frans Coenen, Keith Dures:
A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification. 43-57 - Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan:
CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests. 59-73
Machine Learning and Knowledge Acquisition
- Hossein Ghodrati Noushahr, Samad Ahmadi, Arlene Casey:
Fast Handwritten Digit Recognition with Multilayer Ensemble Extreme Learning Machine. 77-89 - Carmen Klaussner, Carl Vogel:
Stylochronometry: Timeline Prediction in Stylometric Analysis. 91-106 - Charlene Cassar, Samad Ahmadi:
Semantic Analysis for Document Similarity and Search Queries. 107-117 - Eseosa Oshodin, Francisco Chiclana, Samad Ahmadi:
Social Trust in a Familiar Community. 119-132
AI in Action
- Jinming Duan, Ben Haines, Wil O. C. Ward, Li Bai:
Surface Reconstruction from Point Clouds Using a Novel Variational Model. 135-146 - Joanna Isabelle Olszewska:
3D Spatial Reasoning Using the Clock Model. 147-154 - Roberto Micalizio, Gianluca Torta:
Scheduling with Structured Preferences. 155-168 - Nicole M. Y. Lee, Henry Y. K. Lau:
An Optimisation Algorithm Inspired by Dendritic Cells. 169-180
Short Papers
- Asma Bader Al-Saleh, Mohamed El Bachir Menai:
Graph-Based Multi-Document Summarization: An Initial Investigation. 183-189 - Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck:
Towards Expressive Rule Induction on IP Network Event Streams. 191-196 - Peter J. Hampton, Hui Wang, William Blackburn:
A Hybrid Ensemble for Classifying and Repurposing Financial Entities. 197-202 - Raed S. Batbooti, Rajesh S. Ransing:
Data Mining and Knowledge Discovery Approach for Manufacturing in Process Data Optimization. 203-208
Applications and Innovations in Intelligent Systems XXIII Best Application Paper
- Sanjib Raj Pandey, Jixin Ma, Choi-Hong Lai:
Development of Temporal Logic-Based Fuzzy Decision Support System for Diagnosis of Acute Rheumatic Fever/Rheumatic Heart Disease. 213-228
Applications of Genetic Algorithms
- Russell Ainslie, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu:
Optimising Skill Matching in the Service Industry for Large Multi-skilled Workforces. 231-243 - Kaltham Al Romaithi, Kin Fai Poon, Anis Ouali, Peng-Yong Kong, Siddhartha Shakya:
Hybrid Optimization Approach for Multi-Layer FTTH Network Design. 245-259 - Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A Genetic Algorithm Based Approach for Workforce Upskilling. 261-272
Applications of Intelligent Agents and Evolutionary Techniques
- Muhammad Tufail, Frans Coenen, Jane Hurst, Tintin Mu:
Multi Agent Based Simulation Using Movement Patterns Mined from Video Data. 275-287 - John Sprockel, Enríque González Guerrero:
Assembly of Neural Networks Within a Federation of Rational Agents for the Diagnosis of Acute Coronary Syndromes. 289-300 - Wasin Kalintha, Taishi Megano, Satoshi Ono, Ken-ichi Fukui, Masayuki Numao:
Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning. 301-315
AI Applications
- Mohammed Kyari Mustafa, Tony Allen, Kofi Appiah:
A Novel K-Means Voice Activity Detection Algorithm Using Linear Cross Correlation on the Standard Deviation of Linear Predictive Coding. 319-330 - Aonghus Lawlor, Khalil Muhammad, Rachael Rafter, Barry Smyth:
Opinionated Explanations for Recommendation Systems. 331-344 - Christopher J. Headleand, Gareth Henshall, Llyr ap Cenydd, William John Teahan:
The Influence of Virtual Reality on the Perception of Artificial Intelligence Characters in Games. 345-357
Short Papers
- Carl James-Reynolds, Edward Currie:
Eugene: A Generic Interactive Genetic Algorithm Controller. 361-366 - Sean Sapstead, Illtud Daniel, Amanda Clare:
Automatically Geotagging Articles in the Welsh Newspapers Online Collection. 367-373 - Julien Dumartinet, Gaël Foppolo, Loïc Forthoffer, Pierre Marais, Madalina Croitoru, Julien Rabatel:
Contextual Sequential Pattern Mining in Games: Rock, Paper, Scissors, Lizard, Spock. 375-380 - Miriam Gebauer, Peter Rausch, Michael Stumpf:
On the Way Towards Automated Planning and Budgeting: Combining Fuzzy Planning with CBR Learning Systems. 381-386 - Conor Fahy, Samad Ahmadi, Arlene Casey:
A Comparative Analysis of Ranking Methods in a Hybrid Filter-Wrapper Model for Feature Selection in DNA Microarrays. 387-392 - Nikolaos D. Almalis, George A. Tsihrintzis, Nikolaos Karagiannis:
A New Content-Based Recommendation Algorithm for Job Recruiting. 393-398 - Alex Mills-Mullett, Jing Lu:
Mining Fuzzy Time-Interval Patterns in Clinical Databases. 399-404 - Liam Chapman, Cameron C. Gray, Chris Headleand:
A Sense-Think-Act Architecture for Low-Cost Mobile Robotics. 405-410
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