Sandra Zilles

Levi H. S. Lelis, Sandra Zilles, Robert C. Holte: Predicting the size of IDA*'s search tree. Artif. Intell. 196: 53-76 (2013)

Sanjay Jain, Samuel E. Moelius III, Sandra Zilles: Learning without coding. Theor. Comput. Sci. 473: 124-148 (2013)

Osmar R. Zaïane, Sandra Zilles (Eds.): Advances in Artificial Intelligence, 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Regina, SK, Canada, May 28-31, 2013. Proceedings. Lecture Notes in Computer Science 7884, Springer 2013, isbn 978-3-642-38456-1

Levi Lelis, Sandra Zilles, Robert C. Holte: Fast and Accurate Predictions of IDA*'s Performance. AAAI 2012

Levi Lelis, Roni Stern, Ariel Felner, Sandra Zilles, Robert C. Holte: Predicting Optimal Solution Cost with Bidirectional Stratified Sampling. ICAPS 2012

Rahim Samei, Pavel Semukhin, Boting Yang, Sandra Zilles: Sauer's Bound for a Notion of Teaching Complexity. ALT 2012: 96-110

Shahin Jabbari, Robert C. Holte, Sandra Zilles: PAC-Learning with General Class Noise Models. KI 2012: 73-84

Xiaomin Zhang, Sandra Zilles, Robert C. Holte: Improved Query Suggestion by Query Search. KI 2012: 205-216

Michael Geilke, Sandra Zilles: Polynomial-Time Algorithms for Learning Typed Pattern Languages. LATA 2012: 277-288

Levi H. S. Lelis, Shahab Jabbari Arfaee, Sandra Zilles, Robert C. Holte: Learning Heuristic Functions Faster by Using Predicted Solution Costs. SOCS 2012

Levi H. S. Lelis, Roni Stern, Ariel Felner, Sandra Zilles, Robert C. Holte: Predicting Optimal Solution Cost with Bidirectional Stratified Sampling (Abstract). SOCS 2012

Shahab Jabbari Arfaee, Sandra Zilles, Robert C. Holte: Learning heuristic functions for large state spaces. Artif. Intell. 175(16-17): 2075-2098 (2011)

Sandra Zilles, Steffen Lange, Robert Holte, Martin Zinkevich: Models of Cooperative Teaching and Learning. Journal of Machine Learning Research 12: 349-384 (2011)

Gábor Lugosi, Sandra Zilles: Preface. Theor. Comput. Sci. 412(19): 1755 (2011)

Levi Lelis, Sandra Zilles, Robert C. Holte: Time Complexity of Iterative-Deepening A*: The Informativeness Pathology (Abstract). AAAI 2011

Paolo Viappiani, Sandra Zilles, Howard J. Hamilton, Craig Boutilier: A Bayesian Concept Learning Approach to Crowdsourcing. Interactive Decision Theory and Game Theory 2011

Paolo Viappiani, Sandra Zilles, Howard J. Hamilton, Craig Boutilier: Learning Complex Concepts Using Crowdsourcing: A Bayesian Approach. ADT 2011: 277-291

Michael Geilke, Sandra Zilles: Learning Relational Patterns. ALT 2011: 84-98

Samuel E. Moelius, Sandra Zilles: Erratum: Learning without Coding. ALT 2011: 452

Cristina E. Manfredotti, David J. Fleet, Howard J. Hamilton, Sandra Zilles: Simultaneous Tracking and Activity Recognition. ICTAI 2011: 189-196

Levi Lelis, Sandra Zilles, Robert C. Holte: Improved Prediction of IDA*'s Performance via Epsilon-Truncation. SOCS 2011

David G. Kirkpatrick, Sandra Zilles: Competitive Search in Symmetric Trees. WADS 2011: 560-570

Sandra Zilles, Robert C. Holte: The computational complexity of avoiding spurious states in state space abstraction. Artif. Intell. 174(14): 1072-1092 (2010)

Gábor Bartók, Csaba Szepesvári, Sandra Zilles: Models of active learning in group-structured state spaces. Inf. Comput. 208(4): 364-384 (2010)

Sanjay Jain, Steffen Lange, Samuel E. Moelius, Sandra Zilles: Incremental learning with temporary memory. Theor. Comput. Sci. 411(29-30): 2757-2772 (2010)

Thorsten Doliwa, Hans-Ulrich Simon, Sandra Zilles: Recursive Teaching Dimension, Learning Complexity, and Maximum Classes. ALT 2010: 209-223

Samuel E. Moelius, Sandra Zilles: Learning without Coding. ALT 2010: 300-314

Shahab Jabbari Arfaee, Sandra Zilles, Robert C. Holte: Bootstrap Learning of Heuristic Functions. SOCS 2010

Andrew Foss, Osmar R. Zaïane, Sandra Zilles: Unsupervised Class Separation of Multivariate Data through Cumulative Variance-Based Ranking. ICDM 2009: 139-148

Sandra Zilles, Robert C. Holte: Downward Path Preserving State Space Abstractions (Extended Abstract). SARA 2009

Shen Jiang, Sandra Zilles, Robert C. Holte: Query Suggestion by Query Search: A New Approach to User Support in Web Search. Web Intelligence 2009: 679-684

Ricard Gavaldà, Gábor Lugosi, Thomas Zeugmann, Sandra Zilles (Eds.): Algorithmic Learning Theory, 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009. Proceedings. Lecture Notes in Computer Science 5809, Springer 2009, isbn 978-3-642-04413-7

John Case, Takeshi Shinohara, Thomas Zeugmann, Sandra Zilles: Foreword. Theor. Comput. Sci. 397(1-3): 1-3 (2008)

Thomas Zeugmann, Sandra Zilles: Learning recursive functions: A survey. Theor. Comput. Sci. 397(1-3): 4-56 (2008)

Steffen Lange, Thomas Zeugmann, Sandra Zilles: Learning indexed families of recursive languages from positive data: A survey. Theor. Comput. Sci. 397(1-3): 194-232 (2008)

Randy Goebel, Sandra Zilles, Christoph Ringlstetter, Andreas Dengel, Gunnar Aastrand Grimnes: What Is the Role of the Semantic Layer Cake for Guiding the Use of Knowledge Representation and Machine Learning in the Development of the Semantic Web? AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering 2008: 45-50

Gábor Bartók, Csaba Szepesvári, Sandra Zilles: Active Learning of Group-Structured Environments. ALT 2008: 329-343

Steffen Lange, Samuel E. Moelius, Sandra Zilles: Learning with Temporary Memory. ALT 2008: 449-463

Sandra Zilles, Steffen Lange, Robert Holte, Martin Zinkevich: Teaching Dimensions based on Cooperative Learning. COLT 2008: 135-146

Shen Jiang, Sandra Zilles, Robert Holte: Empirical Analysis of the Rank Distribution of Relevant Documents in Web Search. Web Intelligence 2008: 208-213

Sandra Zilles: Inductive Inference. Encyclopedia of Algorithms 2008

Sanjay Jain, Steffen Lange, Sandra Zilles: Some natural conditions on incremental learning. Inf. Comput. 205(11): 1671-1684 (2007)

Sanjay Jain, Steffen Lange, Sandra Zilles: A general comparison of language learning from examples and from queries. Theor. Comput. Sci. 387(1): 51-66 (2007)

Sandra Zilles: An approach to intrinsic complexity of uniform learning. Theor. Comput. Sci. 364(1): 42-61 (2006)

Sanjay Jain, Steffen Lange, Sandra Zilles: Towards a Better Understanding of Incremental Learning. ALT 2006: 169-183

Steffen Lange, Sandra Zilles: Relations between Gold-style learning and query learning. Inf. Comput. 203(2): 211-237 (2005)

Sandra Zilles: Increasing the power of uniform inductive learners. J. Comput. Syst. Sci. 70(4): 510-538 (2005)

Sanjay Jain, Steffen Lange, Sandra Zilles: Gold-Style and Query Learning Under Various Constraints on the Target Class. ALT 2005: 226-240

Steffen Lange, Sandra Zilles: Algorithmic Learning: Formal Models and Prototypical Applications. Leipziger Informatik-Tage 2005: 57-80

Bertin Klein, Tristan Miller, Sandra Zilles: Security Issues for Pervasive Personalized Communication Systems. SPC 2005: 56-62

Steffen Lange, Sandra Zilles: Formal language identification: query learning vs. Gold-style learning. Inf. Process. Lett. 91(6): 285-292 (2004)

Sandra Zilles: Separation of uniform learning classes. Theor. Comput. Sci. 313(2): 229-265 (2004)

Steffen Lange, Sandra Zilles: Comparison of Query Learning and Gold-Style Learning in Dependence of the Hypothesis Space. ALT 2004: 99-113

Steffen Lange, Sandra Zilles: Replacing Limit Learners with Equally Powerful One-Shot Query Learners. COLT 2004: 155-169

Sandra Zilles: Uniform learning of recursive functions. University of Kaiserslautern 2003, isbn 3-89838-278-8, pp. 1-168

Sandra Zilles: Intrinsic Complexity of Uniform Learning. ALT 2003: 39-53

Steffen Lange, Sandra Zilles: On the Learnability of Erasing Pattern Languages in the Query Model. ALT 2003: 129-143

Sandra Zilles: Merging Uniform Inductive Learners. COLT 2002: 201-215

Sandra Zilles: On the Comparison of Inductive Inference Criteria for Uniform Learning of Finite Classes. ALT 2001: 251-266

Sandra Zilles: On the Synthesis of Strategies Identifying Recursive Functions. COLT/EuroCOLT 2001: 160-176