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ORCIDSGAI Conf. 2012: Cambridge, UK
- Max Bramer, Miltos Petridis:
Research and Development in Intelligent Systems XXIX, Incorporating Applications and Innovations in Intelligent Systems XX: Proceedings of AI-2012, The Thirty-second SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, England, UK, December 11-13, 2012. Springer 2012, ISBN 978-1-4471-4738-1
Research and Development in Intelligent Systems XXIX
Best Technical Paper
- Tariq Tashan
, Tony Allen, Lars Nolle:
Biologically inspired speaker verification using Spiking Self-Organising Map. 5-17
Data Mining
- Frederic T. Stahl, David May, Max Bramer:
Parallel Random Prism: A Computationally Efficient Ensemble Learner for Classification. 21-34 - Matias Garcia-Constantino, Frans Coenen, P.-J. Noble, Alan D. Radford:
Questionnaire Free Text Summarisation Using Hierarchical Classification. 35-48 - Mondelle Simeon, Robert J. Hilderman, Howard J. Hamilton:
Mining Interesting Correlated Contrast Sets. 49-62
Data Mining and Machine Learning
- Frederic T. Stahl, Mohamed Medhat Gaber, Manuel Martin Salvador:
eRules: A Modular Adaptive Classification Rule Learning Algorithm for Data Streams. 65-78 - Xiangzeng Kong, Yaxin Bi, David H. Glass:
A Geometric Moving Average Martingale method for detecting changes in data streams. 79-92 - Peter C. R. Lane, Fernand Gobet:
Using Chunks to Categorise Chess Positions. 93-106
Planning and Optimisation
- Pablo Muñoz, María D. R.-Moreno:
S-Theta: low steering path-planning algorithm. 109-121 - Hamid Ali, Farrukh Aslam Khan:
Comprehensive Parent Selection-based Genetic Algorithm. 123-135 - Pablo Muñoz, David F. Barrero, María D. R.-Moreno:
Run-Time Analysis of Classical Path-Planning Algorithms. 137-148
Knowledge Management and Prediction
- Bruno Paiva Lima da Silva, Jean-François Baget, Madalina Croitoru:
A Generic Platform for Ontological Query Answering. 151-164 - Sebastian Rudolph, Madalina Croitoru:
Multi-Agent Knowledge Allocation. 165-178 - Mai Le, Bogdan Gabrys, Detlef D. Nauck:
A Hybrid Model for Business Process Event Prediction. 179-192
Short Papers
- Zurina Saaya, Markus Schaal, Maurice Coyle, Peter Briggs, Barry Smyth:
A Comparison of Machine Learning Techniques for Recommending Search Experiences in Social Search. 195-200 - Nicole M. Y. Lee, Henry Y. K. Lau:
A Cooperative Multi-objective Optimization Framework based on Dendritic Cells Migration Dynamics. 201-206 - Ben Blamey, Tom Crick, Giles Oatley:
R U : -) or : -( ? Character- vs. Word-Gram Feature Selection for Sentiment Classification of OSN Corpora. 207-212 - Edward Tersoo Apeh, Indre Zliobaite, Mykola Pechenizkiy, Bogdan Gabrys:
Predicting Multi-class Customer Profiles Based on Transactions: a Case Study in Food Sales. 213-218 - J. W. Baxter, Jack Hargreaves, Nick Hawes, Rustam Stolkin:
Controlling Anytime Scheduling of Observation Tasks. 219-224
Applications and Innovations in Intelligent Systems XX
Best Application Paper
- Dimitris C. Dracopoulos, Barry D. Nichols:
Swing Up and Balance Control of the Acrobot Solved by Genetic Programming. 229-242
Language and Classification
- Nadia Fathe Hmad, Tony Allen:
Biologically inspired Continuous Arabic Speech Recognition. 245-258 - Asmaa Mountassir, Houda Benbrahim, Ilham Berrada:
A cross-study of Sentiment Classification on Arabic corpora. 259-272 - Sandra Garcia Esparza, Michael P. O'Mahony, Barry Smyth:
Towards the Profiling of Twitter Users for Topic-Based Filtering. 273-286
Recommendation
- John Hannon, Kevin McCarthy, Barry Smyth:
Content vs. Tags for Friend Recommendation. 289-302 - Steven Bourke, Michael P. O'Mahony, Rachael Rafter, Kevin McCarthy, Barry Smyth:
Collaborative Filtering For Recommendation In Online Social Networks. 303-316 - Ruihai Dong, Markus Schaal, Michael P. O'Mahony, Kevin McCarthy, Barry Smyth:
Unsupervised Topic Extraction for the Reviewer's Assistant. 317-330
Practical Applications and Systems
- Micah Rosenkind, Graham Winstanley, Andrew Blake:
Adapting Bottom-up, Emergent Behaviour for Character-Based AI in Games. 333-346 - Giovanna Martínez-Arellano, Lars Nolle, John A. Bland:
Improving WRF-ARW Wind Speed Predictions using Genetic Programming. 347-360 - Björn Gmeiner, Gerald Donnert, Harald Köstler:
Optimizing Opening Strategies in a Real-time Strategy Game by a Multi-objective Genetic Algorithm. 361-374 - Peter Rausch, Heinrich J. Rommelfanger, Michael Stumpf, Birgit Jehle:
Managing Uncertainties in the Field of Planning and Budgeting - An Interactive Fuzzy Approach. 375-388
Data Mining and Machine Learning
- Subhieh El-Salhi, Frans Coenen, Clare Dixon, M. Sulaiman Khan:
Identification of Correlations Between 3D Surfaces Using Data Mining Techniques: Predicting Springback in Sheet Metal Forming. 391-404 - Kwankamon Dittakan, Frans Coenen, Rob M. Christley:
Towards The Collection of Census Data From Satellite Imagery Using Data Mining: A Study With Respect to the Ethiopian Hinterland. 405-418 - Matti Lyra, Daoud Clarke, Hamish Morgan, Jeremy Reffin, David J. Weir:
Challenges in Applying Machine Learning to Media Monitoring. 419-432
Short Papers
- Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Comparative Study of One-Class Classifiers for Item-based Filtering. 435-440 - Rashida Adeeb Khanum, Muhammad Asif Jan:
Hybridization of Adaptive Differential Evolution with BFGS. 441-446
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