Fast adapting value estimation-based hybrid architecture for searching the world-wide web

[1]  Bernhard Schölkopf,et al.  A tutorial on support vector regression , 2004, Stat. Comput..

[2]  Andrew McCallum,et al.  Automating the Construction of Internet Portals with Machine Learning , 2000, Information Retrieval.

[3]  Sebastian Thrun,et al.  Text Classification from Labeled and Unlabeled Documents using EM , 2000, Machine Learning.

[4]  Roland J. Zito-Wolf,et al.  Learning search control knowledge: An explanation-based approach , 1991, Machine Learning.

[5]  Tom Michael Mitchell,et al.  The Role of Unlabeled Data in Supervised Learning , 2004 .

[6]  Dustin Boswell,et al.  Introduction to Support Vector Machines , 2002 .

[7]  S. Sathiya Keerthi,et al.  Improvements to Platt's SMO Algorithm for SVM Classifier Design , 2001, Neural Computation.

[8]  D. Dubois,et al.  Relating decision under uncertainty and multicriteria decision making models , 2000, Int. J. Intell. Syst..

[9]  Marco Gori,et al.  Focused Crawling Using Context Graphs , 2000, VLDB.

[10]  Thorsten Joachims,et al.  Estimating the Generalization Performance of an SVM Efficiently , 2000, ICML.

[11]  Sougata Mukherjea,et al.  WTMS: a system for collecting and analyzing topic-specific Web information , 2000, Comput. Networks.

[12]  Sándor Dominich.  A unified mathematical definition of classical information retrieval , 2000 .

[13]  Thomas G. Dietterich.  Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition , 1999, J. Artif. Intell. Res..

[14]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[15]  L. K. Hansen,et al.  Independent Components in Text , 2000 .

[16]  Mark A. Girolami,et al.  A probabilistic hierarchical clustering method for organising collections of text documents , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[17]  Steve Lawrence,et al.  Context in Web Search , 2000, IEEE Data Eng. Bull..

[18]  Thomas Hofmann,et al.  Learning the Similarity of Documents: An Information-Geometric Approach to Document Retrieval and Categorization , 1999, NIPS.

[19]  Ashok K. Goel,et al.  Towards adaptive web agents , 1999, 14th IEEE International Conference on Automated Software Engineering.

[20]  Albert-László Barabási,et al.  Internet: Diameter of the World-Wide Web , 1999, Nature.

[21]  Andrew McCallum,et al.  Using Reinforcement Learning to Spider the Web Efficiently , 1999, ICML.

[22]  Monika Henzinger,et al.  Finding Related Pages in the World Wide Web , 1999, Comput. Networks.

[23]  Martin van den Berg,et al.  Focused Crawling: A New Approach to Topic-Specific Web Resource Discovery , 1999, Comput. Networks.

[24]  Soumen Chakrabarti,et al.  Surfing the Web Backwards , 1999, Comput. Networks.

[25]  Andrew McCallum,et al.  Building Domain-Specific Search Engines with Machine Learning Techniques , 1999 .

[26]  Susan T. Dumais,et al.  Inductive learning algorithms and representations for text categorization , 1998, CIKM '98.

[27]  J. W. Hauge,et al.  Multicriteria approval: application of approval voting concepts to MCDM problems , 1998 .

[28]  Avrim Blum,et al.  The Bottleneck , 2021, Monopsony Capitalism.

[29]  Piotr Indyk,et al.  Enhanced hypertext categorization using hyperlinks , 1998, SIGMOD '98.

[30]  Samuel Kaski,et al.  Dimensionality reduction by random mapping: fast similarity computation for clustering , 1998, 1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227).

[31]  Hector Garcia-Molina,et al.  Efficient Crawling Through URL Ordering , 1998, Comput. Networks.

[32]  Konkoly Thege.  Multi-criteria Reinforcement Learning , 1998 .

[33]  Maja J. Mataric,et al.  Behaviour-based control: examples from navigation, learning, and group behaviour , 1997, J. Exp. Theor. Artif. Intell..

[34]  Maja J. Matari,et al.  Behavior-based Control: Examples from Navigation, Learning, and Group Behavior , 1997 .

[35]  Leslie Pack Kaelbling,et al.  Learning Policies for Partially Observable Environments: Scaling Up , 1997, ICML.

[36]  Mahesan Niranjan,et al.  On-line Q-learning using connectionist systems , 1994 .

[37]  Sebastian Thrun,et al.  Finding Structure in Reinforcement Learning , 1994, NIPS.

[38]  Leslie Pack Kaelbling,et al.  Hierarchical Learning in Stochastic Domains: Preliminary Results , 1993, ICML.

[39]  Geoffrey E. Hinton,et al.  Feudal Reinforcement Learning , 1992, NIPS.

[40]  Sridhar Mahadevan,et al.  Automatic Programming of Behavior-Based Robots Using Reinforcement Learning , 1991, Artif. Intell..

[41]  Isabelle Guyon,et al.  Structural Risk Minimization for Character Recognition , 1991, NIPS.

[42]  J. Urgen Schmidhuber,et al.  Neural sequence chunkers , 1991, Forschungsberichte, TU Munich.

[43]  C. Watkins.  Learning from delayed rewards , 1989 .

[44]  R. Korf.  Learning to solve problems by searching for macro-operators , 1983 .