Artificial Intelligence publications
Books
Baum, E., Hutter, M., Kitzelmann, E., (2010). Artificial General Intelligence: Third Conference on Artificial General Intelligence, AGI 2010 in Memoriam Ray Solomonoff, Eric Baum, Marcus Hutter & Emanuel Kitzelmann (eds.). Atlantis Press, ISBN: 9789078677369.
Hutter, M., Stephan, F., Vovk, V., Zeugmann, T., (2010). Algorithmic Learning Theory, Randy Goebel, University of Alberta, Edmonton, Canada (eds.). Springer, ISBN: 3642161073.
Book chapters
Buntine, W., (2010). Bayesian Methods. In Claude Sammut & Geoffrey I.Webb (eds.), Encyclopedia of Machine Learning, Springer, ISBN: 9780387307688.
Hutter, M., (2010). Universal Learning Theory. In Claude Sammut & Geoffrey I.Webb (eds.), Encyclopedia of Machine Learning, Springer, ISBN: 9780387307688.
Lloyd, J., (2010). Higher-order Logic. In Claude Sammut & Geoffrey I.Webb (eds.), Encyclopedia of Machine Learning, Springer, ISBN: 9780387307688.
McAuley, J., Caetano, T., Buntine, W., (2010). Graphical Models. In Claude Sammut & Geoffrey I.Webb (eds.), Encyclopedia of Machine Learning, Springer, ISBN: 9780387307688.
Quadrianto, N., Buntine, W., (2010). Linear Discriminant. In Claude Sammut & Geoffrey I.Webb (eds.), Encyclopedia of Machine Learning, Springer, ISBN: 9780387307688.
Quadrianto, N., Buntine, W., (2010). Linear Regression. In Claude Sammut & Geoffrey I.Webb (eds.), Encyclopedia of Machine Learning, Springer, ISBN: 9780387307688.
Quadrianto, N., Buntine, W., (2010). Regression. In Claude Sammut & Geoffrey I.Webb (eds.), Encyclopedia of Machine Learning, Springer, ISBN: 9780387307688.
Quadrianto, N., Kersting, K., Xu, Z., (2010). Gaussian Process. In Claude Sammut & Geoffrey I.Webb (eds.), Encyclopedia of Machine Learning, Springer, ISBN: 9780387307688.
Reid, M., (2010). Generalization Bounds. In Claude Sammut & Geoffrey I.Webb (eds.), Encyclopedia of Machine Learning, Springer, ISBN: 9780387307688.
Renz, J., Wolfl, S., (2010). A Qualitative Representation of Route Networks. In T. Welzer Druzovec, Hannu Jaakkola, Y Kiyoki, T Tokuda (eds.), Information Modelling and Knowledge Bases XXI, IOS Press, ISBN: 9781607500896.
Schumann, A., Pencole, Y., Thiebaux, S., (2010). A Decentralised Symbolic Diagnosis Approach. In Helder Coelho, Rudi Studer, Michael Wooldridge (eds.), Frontiers in Artificial Intelligence and Applications, IOS Press, ISBN: 9781607506058.
Thiebaux, S., Buffet, O., (2010). Operations Planning. In Olivier Sigaud And Olivier Buffet (eds.), Markov Decision Processes in artificial intelligence, John Wiley & Sons Inc, ISBN: 9781848211674.
Journal Articles
Bonilla, E., Guo, S., Sanner, S., (2010). Gaussian Process Preference Elicitation. Advances in Neural Information Processing Systems, 23:262–270.
Du, L., Buntine, W., Jin, H., (2010). A segmented topic model based on the two-parameter Poisson-Dirichlet process. Machine Learning, 81:5–19.
Ernst, A., Horn, M., Kilby, P., Krishnamoorthy, M., (2010). Dynamic scheduling of recreational rental vehicles with revenue management extensions. Journal of the Operational Research Society, 61(7):1133–1143.
Grastien, A., Anbulagan, A., (2010). Diagnostic de systèmes à événements discrets à base de cohérence par SAT. Revue d'Intelligence Artificielle, 24(6):757–786.
Huang, J., (2010). Extended clause learning. Artificial Intelligence, 174(15):1277–1284.
Hutter, M., (2010). A Complete Theory of Everything (will be subjective). Algorithms, 3(4):329–350.
Hutter, M., Tran, M.-N., (2010). Model selection with the Loss Rank Principle. Computational Statistics and Data Analysis, 54:1288–1306.
Kondor, R., Barbosa, M., (2010). Ranking with kernels in Fourier space. International Journal of Learning, pp. 13.
Lloyd, J., Ng, K.S., (2010). Declarative programming for agent applications. Autonomous Agents and Multi-Agent Systems, pp. 1–49.
Quadrianto, N., Song, L., Smola, A., (2010). Kernelized sorting. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(10):1809–1821.
Rancoita, P.M.V., Hutter, M., Bertoni, F., Kwee, I., (2010). An integrated Bayesian analysis of LOH and copy number data. BMC Bioinformatics, 11(321):18 .
Reid, M., Williamson, R., (2010). Composite binary losses. Journal of Machine Learning Research, 11:2387–2422.
Reid, M., Williamson, R., (2010). Convexity of proper composite binary losses. , pp. 637–644.
Teo, C.-H., Vishwanathan, S.V.N., Smola, A., Quoc, V.,L., (2010). Bundle Methods for Regularized Risk Minimization. Journal of Machine Learning Research, 11:311–365.
Thomas, O., Sunehag, P., Dror, G., Yun, S., Kim, S., Robards, M., Smola, A., Green, D., Saunders, P.U., (2010). Wearable-sensor activity analysis using semi-Markov models with a grammar. Pervasive and Mobile Computing, 6(3):342–350.
Conference Papers
Bauer, A., Botea, V., Brown, M., Gray, M., Harabor, D., Slaney, J.K., (2010). An Integrated Modelling, Debugging, and Visualization Environment for G12. In D. Cohen (ed.), International Conference on Principles and Practice of Constraint Programming 2010, pp. 15, St Andrews Scotland.
Bauer, A., Haslum, P., (2010). LTL Goal Specifications Revisited. In European Conference on Artificial Intelligence (ECAI-2010), pp. 6, Lisbon Portugal.
Bonilla, E., Dubach, C., Jones, T., O'Boyle, M., (2010). A predictive model for dynamic microarchitectural adaptivity control. In Annual IEEE/ACM International Conference on Microarchitecture 2010, pp. 12, Atlanta USA.
Buntine, W., Du, L., Nurmi, P., (2010). Bayesian Networks on Dirichlet Distributed Vectors. In Petri Myllymäki, (eds.), European Workshop on Probabilistic Graphical Models, pp. 8, Helsinki Finland.
Caetano, T., McAuley, J., (2010). exploiting Data-Independence for fast Belief-Propargation. In Johannes Fürnkranz (ed.), International Conference on Machine Learning (ICML 2010), Haifa Israel.
Du, L., Buntine, W., Jin, H., (2010). Sequential Latent Dirichlet Allocation: Discover Underlying Topic Structures within a Document. In IEEE International Conference on Data Mining 2010, pp. 10, Sydney Australia.
Duckham, M., Guan, L.-J., Li, S., Renz, J., (2010). Spatial and topological granularity of region relations monitored by geosensor networks. In International conference on Geographic information science, pp. 6, Heidelberg.
Duckham, M., Jeong, M.H., Li, S., Renz, J., (2010). Decentralized querying of topological relations between regions without using localization. In ACM Sigspatial GIS 2010, pp. 4, San Jose USA.
Fabre, E., Jezequel, L., Haslum, P., Thiebaux, S., (2010). Cost-Optimal Factored Planning: Promises and Pitfalls. In International Conference on Automated Planning and Scheduling (ICAPS 2010), pp. 8, Toronto Canada.
Grastien, A., Torta, G., (2010). Reformulation for the Diagnosis of Discrete-Event Systems. In International Workshop on the Principles of Diagnosis 2010, pp. 8, Portland USA.
Guo, S., Sanner, S., (2010). Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries. In Liqing Zhang (ed.), International Symposium on Neural Networks (ISNN 2010), pp. 8, Shanghai China.
Guo, S., Sanner, S., (2010). Probabilistic Latent Maximal Marginal Relevance. In Annual ACM SIGIR Conference 2010, pp. 2, Geneva Switzerland.
Guo, S., Sanner, S., (2010). Real-time multiattribute Bayesian preference elicitation with pairwise comparison queries. In Yee Whye Teh, Mike Titterington (eds.), International Conference on Artificial Intelligence and Statistics (AISTATS 2010), pp. 289–296, Sardinia Italy.
Harabor, D., Botea, A., (2010). Breaking Path Symmetries on 4-connected Grid Maps. In AI and interactive digital entertainment conference (AIIDE 2010), pp. 6, Palo Alto USA.
Jingshi, J., Renz, J., (2010). In Defense of Large Qualitative Calculi. In AAAI Conference on Artificial Intelligence (AAAI 2010), pp. 6, Georgia.
Kan John, P., Grastien, A., Pencole, Y., (2010). Synthesis of a Distributed and Accurate Diagnoser. In International Workshop on the Principles of Diagnosis 2010, pp. 8, Portland USA.
Kan John, P., Grastien, A., Pencole, Y., Ribot, P., (2010). Synthèse d’un diagnostiqueur distribué et précis. In Unknown (ed.), In Congrès francophone AFRIF-AFIA, pp. 8, France.
Kilby, P., Lun, D., Nguyen, G., (2010). Multipoint-to-multipoint network communication. In Tim Marchant, Maureen Edwards and Geoff Mercer (eds.), Mathematics and Statistics in Industry Study Group (MISG 2009), pp. 109–125, Wollongong Australia.
Kilby, P., verden, A., Zheng, L., (2010). The Cost of Flexible Routing. In Triennial Symposium on Transportation Analysis (TRISTAN 2010), pp. 4, Norway.
Kishimoto, A., Fukunaga, A., Botea, A., (2010). On the Scaling Behavior of HDA*. In unknown (ed.), Annual Symposium on Combinatorial Search (SOCS 2010), pp. 2, Stone Mountain Resort.
Leung, G., Quadrianto, N., Smola, A., Tsioutsiouliklis, K., (2010). Optimal Web-scale Tiering as a Flow Problem. In International Conference on Neural Information Processing (ICONIP 2010), pp. 9, Sydney Australia.
Li, J., Stenetorp, P., (2010). Evaluating cases in legal disputes as rival theories. In Seiichiro Sakurai (ed.), International Workshop of Juris-infomatics (JURISIN 2009), pp. 61–72, Tokyo Japan.
Mahmud, H., (2010). Constructing States for Reinforcement Learning. In Johannes Fürnkranz (ed.), International Conference on Machine Learning (ICML 2010), pp. 8, Haifa Israel.
McAuley, J., Caetano, T., (2010). Exploiting within-Clique factorizations in junction-tree algorithms. In Yee Whye Teh, Mike Titterington (eds.), International Conference on Artificial Intelligence and Statistics (AISTATS 2010), pp. 525–532, Sardinia Italy.
McAuley, J., de Campos, T., Caetano, T., (2010). Unified Graph Matching in Euclidean Spaces. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco USA.
Petterson, J., Caetano, T., (2010). Reverse Multi-Label Learning. In International Conference on Neural Information Processing (ICONIP 2010), pp. 11, Sydney Australia.
Petterson, J., Smola, A., Caetano, T., Buntine, W., Narayanamurthy, S., (2010). Word Features for Latent Dirichlet Allocation. In International Conference on Neural Information Processing (ICONIP 2010), pp. 10, Sydney Australia.
Quadrianto, N., Kersting, K., Tuytelaars, T., Buntine, W., (2010). Beyond 2D- Grids: A Dependance Maximization View on Image Browsing. In ACM SIGMM International Conference on Multimedia Information Retrieval(MIR 2010), pp. 339–348, Philadelphia USA.
Quadrianto, N., Smola, A., Caetano, T., Vishwanatha, S.V.N., Petterson, J., (2010). Multitask Learning without Label Correspondences. In International Conference on Neural Information Processing (ICONIP 2010), pp. 9, Sydney Australia.
Rintanen, J., (2010). Heuristic Planning with SAT: Beyond Uninformed Depth-First Search. In Australasian joint conference on artificial intelligence 2010, pp. 10, Adelaide Australia.
Rintanen, J., (2010). Heuristics for Planning with SAT. In International Conference on Automated Planning and Scheduling (ICAPS 2010), pp. 15, Toronto Canada.
Schumann, A., Huang, J., Sachenbacher, M., (2010). Computing Cost-Optimal Definitely Discriminating Tests. In AAAI Conference on Artificial Intelligence (AAAI 2010), pp. 6, Georgia.
Shi, Q., Li, H., Shen, C., (2010). Rapid face recognition using hashing. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), pp. 1–8, San Francisco USA.
Siddiqi, S., Huang, J., (2010). New Advances in Sequential Diagnosis. In unk (ed.), International Conference on the Principles of Knowledge Representation and Reasoning (KR 2010), pp. 9, Toronto Canada.
Sunehag, P., Hutter, M., (2010). Consistency of Feature Markov Processes. In International Conference on Algorithmic Learning Theory 2010, pp. 15, Canberra Australia.
Wang, K.-H., Botea, A., (2010). Scalable Multi-Agent Pathfinding on Grid Maps with Tractability and Completeness Guarantees. In European Conference on Artificial Intelligence (ECAI-2010), pp. 2, Lisbon Portugal.
Xiao, P., Barnes, N., Lieby, P., Caetano, T., (2010). Sparse update for loopy belief propagation: fast dense registration for large state spaces. In International Conference on Digital Image Computing (DICTA 2010), pp. 546–551, Sydney Australia.
Zhang, K., Jin, H., (2010). An Effective Pattern Based Outlier Detection Approach for Mixed Attribute Data. In Jiuyong Li (Ed.) (ed.), Advances in Artificial Intelligence - 23rd Australasian Joint Conference (AI 2010), pp. 122–131, Adelaide, Australia.
veness, J., Ng, K.S., Hutter, M., Silver, D., (2010). Reinforcement Learning via AIXI Approximation. In AAAI Conference on Artificial Intelligence (AAAI 2010), pp. 7, Georgia.
