Sandra Zilles

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Advances in Artificial Intelligence: 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Regina, Canada, May 28-31, 2013. ... / Lecture Notes in Artificial Intelligence)

Osmar R. Zaïane, Sandra Zilles, 2013 .

Prediction of retail prices of products using local competitors

Sandra Zilles, Howard J. Hamilton, Hassan Waqar Ahmad, 2016, Int. J. Bus. Intell. Data Min..

Interactive Learning from Multiple Noisy Labels

Sandra Zilles, Shankar Vembu, 2016, ECML/PKDD.

Heuristic Subset Selection in Classical Planning

Sandra Zilles, Robert C. Holte, Levi Lelis, 2016, IJCAI.

Increasing the power of uniform inductive learners

Sandra Zilles, Sandra Zilles, 2005, J. Comput. Syst. Sci..

Predicting optimal solution costs with bidirectional stratified sampling in regular search spaces

Sandra Zilles, Shahab Jabbari Arfaee, Roni Stern, 2016, Artif. Intell..

An Overview of Machine Teaching pdf

Sandra Zilles, Xiaojin Zhu, Anna N. Rafferty, 2018, ArXiv.

Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions

Nathan R. Sturtevant, Sandra Zilles, Robert C. Holte, 2017, IJCAI.

On the Comparison of Inductive Inference Criteria for Uniform Learning of Finite Classes

Sandra Zilles, 2001, ALT.

Improved Prediction of IDA*'s Performance via Epsilon-Truncation

Sandra Zilles, Robert C. Holte, Levi Lelis, 2011, SOCS.

Erasing Pattern Languages Distinguishable by a Finite Number of Strings

Sandra Zilles, Ziyuan Gao, Fahimeh Bayeh, 2017, ALT.

Some natural conditions on incremental learning

Sanjay Jain, Sandra Zilles, Steffen Lange, 2007, Inf. Comput..

Replacing Limit Learners with Equally Powerful One-Shot Query Learners

Sandra Zilles, Steffen Lange, 2004, COLT.

Algorithmic Learning Theory

Hans Ulrich Simon, Sandra Zilles, Ronald Ortner, 1990, Lecture Notes in Computer Science.

Learning without Coding

Sandra Zilles, Samuel E. Moelius, 2010, ALT.

Inductive Inference

Sandra Zilles, 2008, Encyclopedia of Algorithms.

Learning indexed families of recursive languages from positive data: A survey

Thomas Zeugmann, Sandra Zilles, Steffen Lange, 2008, Theor. Comput. Sci..

Learning Relational Patterns

Sandra Zilles, Michael Geilke, 2011, ALT.

Models of Cooperative Teaching and Learning

Sandra Zilles, Steffen Lange, Martin Zinkevich, 2011, J. Mach. Learn. Res..

Learning recursive functions: A survey

Thomas Zeugmann, Sandra Zilles, T. Zeugmann, 2008, Theor. Comput. Sci..

Algorithmic Learning Theory

Hans Ulrich Simon, Sandra Zilles, Ronald Ortner, 1995, Lecture Notes in Computer Science.

A Gaussian process-based definition reveals new and bona fide genetic interactions compared to a multiplicative model in the Gram-negative Escherichia coli

Sandra Zilles, Ashwani Kumar, Mohan Babu, 2019, Bioinform..

Active Learning of Group-Structured Environments

Sandra Zilles, Csaba Szepesvári, Gábor Bartók, 2008, ALT.

Sample Compression for Multi-label Concept Classes

Boting Yang, Sandra Zilles, Pavel Semukhin, 2014, COLT.

Partial learning of recursively enumerable languages

Frank Stephan, Sandra Zilles, Ziyuan Gao, 2016, Theor. Comput. Sci..

Inductive Inference

Sandra Zilles, 2016, Encyclopedia of Algorithms.

Simultaneous Tracking and Activity Recognition with Relational Dynamic Bayesian Networks

David J. Fleet, Sandra Zilles, Howard J. Hamilton, 2011 .

On the teaching complexity of linear sets

Hans Ulrich Simon, Sandra Zilles, Ziyuan Gao, 2018, Theor. Comput. Sci..

Learning Models of Activities Involving Interacting Objects

Sandra Zilles, Cristina Manfredotti, Kim S. Pedersen, 2013, IDA.

PAC-Learning with General Class Noise Models

Sandra Zilles, Robert C. Holte, Shahin Jabbari, 2012, KI.

Learning with Temporary Memory

Sandra Zilles, Steffen Lange, Samuel E. Moelius, 2008, ALT.

Formal language identification: query learning vs. Gold-style learning

Sandra Zilles, Steffen Lange, 2004, Inf. Process. Lett..

Learning Complex Concepts Using Crowdsourcing: A Bayesian Approach

Craig Boutilier, Sandra Zilles, Howard J. Hamilton, 2011, ADT.

Learning Heuristic Functions Faster by Using Predicted Solution Costs

Sandra Zilles, Shahab Jabbari Arfaee, Robert C. Holte, 2012, SOCS.

Gold-Style and Query Learning Under Various Constraints on the Target Class

Sanjay Jain, Sandra Zilles, Steffen Lange, 2005, ALT.

Algorithmic Learning Theory

Hans Ulrich Simon, Sandra Zilles, Ronald Ortner, 1996, Lecture Notes in Computer Science.

New Results on the Zero-Visibility Cops and Robber Game

Yuan Xue, Boting Yang, Sandra Zilles, 2019, AAIM.

Proceedings of the 26th International Conference on Algorithmic Learning Theory - Volume 9355

Claudio Gentile, Sandra Zilles, Kamalika Chaudhuri, 2015 .

Polynomial-Time Algorithms for Learning Typed Pattern Languages

Sandra Zilles, Michael Geilke, 2012, LATA.

Distinguishing pattern languages with membership examples

Hans Ulrich Simon, Sandra Zilles, Ziyuan Gao, 2014, Inf. Comput..

Erratum: Learning without Coding

Sandra Zilles, Samuel E. Moelius, 2011, ALT.

On the Learnability of Erasing Pattern Languages in the Query Model

Sandra Zilles, Steffen Lange, 2003, ALT.

Detecting Mutex Pairs in State Spaces by Sampling

Sandra Zilles, Robert C. Holte, Mehdi Sadeqi, 2013, Australasian Conference on Artificial Intelligence.

Learning without coding

Sanjay Jain, Sandra Zilles, Samuel E. Moelius, 2013, Theor. Comput. Sci..

Order Compression Schemes

Hans Ulrich Simon, Sandra Zilles, Malte Darnstädt, 2013, ALT.

A Polynomial-Time Algorithm for Computing the Resilience of Arrangements of Ray Sensors

David G. Kirkpatrick, Boting Yang, Sandra Zilles, 2014, Int. J. Comput. Geom. Appl..

Optimal Collusion-Free Teaching pdf

David G. Kirkpatrick, Hans Ulrich Simon, Sandra Zilles, 2019, ALT.

The Complexity of Learning Acyclic Conditional Preference Networks

Malek Mouhoub, Sandra Zilles, Eisa Alanazi, 2018 .

Recursive Teaching Dimension, Learning Complexity, and Maximum Classes

Hans Ulrich Simon, Sandra Zilles, Thorsten Doliwa, 2010, ALT.

Generalizing Labeled and Unlabeled Sample Compression to Multi-label Concept Classes

Boting Yang, Sandra Zilles, Rahim Samei, 2014, ALT.

Towards a Better Understanding of Incremental Learning

Sanjay Jain, Sandra Zilles, Steffen Lange, 2006, ALT.

Interactive Learning of Acyclic Conditional Preference Networks pdf

Malek Mouhoub, Sandra Zilles, Eisa Alanazi, 2018, ArXiv.

Advances in Artificial Intelligence: 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Regina, Canada, May 28-31, 2013. Proceedings

Osmar R. Zaïane, Sandra Zilles, 2013 .

Incremental learning with temporary memory

Sanjay Jain, Sandra Zilles, Steffen Lange, 2010, Theor. Comput. Sci..

Algorithmic Learning Theory

Hans Ulrich Simon, Sandra Zilles, Ronald Ortner, 1993, Lecture Notes in Computer Science.

A Comparison of h 2 and MMM for Mutex Pair Detection Applied to Pattern Databases

Sandra Zilles, Robert C. Holte, Mehdi Sadeqi, 2014, Canadian Conference on AI.

A general comparison of language learning from examples and from queries

Sanjay Jain, Sandra Zilles, Steffen Lange, 2007, Theor. Comput. Sci..

A Bayesian Concept Learning Approach to Crowdsourcing

Craig Boutilier, Sandra Zilles, Howard J. Hamilton, 2011, ITWP@IJCAI.

Relations between Gold-style learning and query learning

Sandra Zilles, Steffen Lange, 2005, Inf. Comput..

Combining Direct Trust and Indirect Trust in Multi-Agent Systems

Sandra Zilles, Robert C. Holte, Elham Parhizkar, 2020, IJCAI.

Algorithmic Learning Theory

Peter Auer, Thomas Zeugmann, Sandra Zilles, 2014, Lecture Notes in Computer Science.

Recursive teaching dimension, VC-dimension and sample compression

Hans Ulrich Simon, Sandra Zilles, Gaojian Fan, 2014, J. Mach. Learn. Res..

Classifying the Arithmetical Complexity of Teaching Models

Sandra Zilles, Achilles Beros, Ziyuan Gao, 2016, ALT.

Algorithmic Learning Theory

Hans Ulrich Simon, Sandra Zilles, Ronald Ortner, 1992, Lecture Notes in Computer Science.

Downward Path Preserving State Space Abstractions (Extended Abstract)

Sandra Zilles, Robert C. Holte, 2009, SARA.

Intrinsic Complexity of Uniform Learning

Sandra Zilles, 2003, ALT.

Security Issues for Pervasive Personalized Communication Systems

Tristan Miller, Bertin Klein, Sandra Zilles, 2005, SPC.

Preference-based Teaching of Unions of Geometric Objects

David G. Kirkpatrick, Hans Ulrich Simon, Sandra Zilles, 2017, ALT.

An approach to intrinsic complexity of uniform learning

Sandra Zilles, Sandra Zilles, 2006, Theor. Comput. Sci..

Competitive Search in Symmetric Trees

David G. Kirkpatrick, Sandra Zilles, Sandra Zilles, 2011, WADS.

Motion Path Planning of Two Robot Arms in a Common Workspace

Rene V. Mayorga, Sandra Zilles, M. Amir Salmaninejad, 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Comparison of Query Learning and Gold-Style Learning in Dependence of the Hypothesis Space

Sandra Zilles, Steffen Lange, 2004, ALT.

Time Complexity of Iterative-Deepening A*: The Informativeness Pathology (Abstract)

Sandra Zilles, Robert C. Holte, Levi Lelis, 2011, AAAI.

Improved Prediction of IDA*'s Performance via -Truncation

Sandra Zilles, Robert C. Holte, Levi H. S. Lelis, 2011 .

On the Optimal Efficiency of Cost-Algebraic A

Sandra Zilles, Robert C. Holte, R. Holte, 2019, AAAI.

Predicting the size of IDA*'s search tree

Sandra Zilles, Robert C. Holte, Levi Lelis, 2013, Artif. Intell..

Open Problem: Recursive Teaching Dimension Versus VC Dimension

Hans Ulrich Simon, Sandra Zilles, H. Simon, 2015, COLT.

Algebraic methods proving Sauer's bound for teaching complexity

Boting Yang, Sandra Zilles, Pavel Semukhin, 2014, Theor. Comput. Sci..

Predicting optimal solution cost with conditional probabilities

Sandra Zilles, Roni Stern, Ariel Felner, 2014, Annals of Mathematics and Artificial Intelligence.

Finitely distinguishable erasing pattern languages

Sandra Zilles, Fahimeh Bayeh, Ziyuan Gao, 2020, Theor. Comput. Sci..

Fast and Accurate Predictions of IDA*'s Performance

Sandra Zilles, Robert C. Holte, Levi Lelis, 2012, AAAI.

Learning heuristic functions for large state spaces

Sandra Zilles, Shahab Jabbari Arfaee, Robert C. Holte, 2011, Artif. Intell..

Merging Uniform Inductive Learners

Sandra Zilles, 2002, COLT.

Separation of uniform learning classes

Sandra Zilles, 2004, Theor. Comput. Sci..

The complexity of exact learning of acyclic conditional preference networks from swap examples

Malek Mouhoub, Sandra Zilles, Eisa Alanazi, 2020, Artif. Intell..

Algorithmic Learning Theory

Hans Ulrich Simon, Sandra Zilles, Ronald Ortner, 2002, Lecture Notes in Computer Science.

Teaching Dimensions based on Cooperative Learning

Sandra Zilles, Steffen Lange, Martin Zinkevich, 2008, COLT.

Unsupervised Class Separation of Multivariate Data through Cumulative Variance-Based Ranking

Osmar R. Zaïane, Sandra Zilles, Andrew Foss, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Sufficient Conditions for Node Expansion in Bidirectional Heuristic Search

Nathan R. Sturtevant, Sandra Zilles, Robert C. Holte, 2017, ICAPS.

On the Teaching Complexity of Linear Sets

Hans Ulrich Simon, Sandra Zilles, Ziyuan Gao, 2015, ALT.

Using Coarse State Space Abstractions to Detect Mutex Pairs

Sandra Zilles, Robert C. Holte, Mehdi Sadeqi, 2013, SARA.

Inferring Symbolic Automata pdf

Dana Fisman, Sandra Zilles, Hadar Frenkel, 2020, ArXiv.

Stratified tree search: a novel suboptimal heuristic search algorithm

Sandra Zilles, Robert C. Holte, Levi Lelis, 2013, AAMAS.

Advances in Artificial Intelligence

Sandra Zilles, Osmar R. Zaïane, Osmar R. Zaïane, 2013, Lecture Notes in Computer Science.

Algorithmic Learning: Formal Models and Prototypical Applications

Sandra Zilles, Steffen Lange, 2005, Leipziger Informatik-Tage.

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?

Andreas Dengel, Randy Goebel, Sandra Zilles, 2008, AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering.

Models of active learning in group-structured state spaces

Sandra Zilles, Csaba Szepesvári, Gábor Bartók, 2010, Inf. Comput..

On the Synthesis of Strategies Identifying Recursive Functions

Sandra Zilles, 2001, COLT/EuroCOLT.

Improved Query Suggestion by Query Search

Sandra Zilles, Xiaomin Zhang, Robert C. Holte, 2012, KI.

A Partition Approach to Lower Bounds for Zero-Visibility Cops and Robber

Yuan Xue, Boting Yang, Sandra Zilles, 2019, IWOCA.

Sauer's Bound for a Notion of Teaching Complexity

Boting Yang, Sandra Zilles, Pavel Semukhin, 2012, ALT.

Downward Path Preserving State Space Abstractions

Sandra Zilles, Robert C. Holte, Marcel Ball, 2009 .

Editors' Introduction

Peter Auer, Thomas Zeugmann, Sandra Zilles, 2014, ALT.

Algorithmic Learning Theory, 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009. Proceedings

Thomas Zeugmann, Sandra Zilles, Gábor Lugosi, 2009, ALT.

Preference-based Teaching

Hans Ulrich Simon, Sandra Zilles, Christoph Ries, 2016, COLT.

The computational complexity of avoiding spurious states in state space abstraction

Sandra Zilles, Robert C. Holte, R. Holte, 2010, Artif. Intell..

Fast Searching on Complete k-partite Graphs

Yuan Xue, Boting Yang, Sandra Zilles, 2016, COCOA.

Combining Models of Approximation with Partial Learning

Frank Stephan, Sandra Zilles, Ziyuan Gao, 2015, ALT.

Algorithmic Learning Theory

Claudio Gentile, Sandra Zilles, Kamalika Chaudhuri, 2015, Lecture Notes in Computer Science.

Query Suggestion by Query Search: A New Approach to User Support in Web Search

Sandra Zilles, Shen Jiang, Robert C. Holte, 2009, 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology.

Partial Learning of Recursively Enumerable Languages

Frank Stephan, Sandra Zilles, Ziyuan Gao, 2013, ALT.

Bootstrap Learning of Heuristic Functions

Sandra Zilles, Shahab Jabbari Arfaee, Robert C. Holte, 2010, SOCS.

Indirect Trust is Simple to Establish

Sandra Zilles, Elham Parhizkar, Mohammad Hossein Nikravan, 2019, IJCAI.

Empirical Analysis of the Rank Distribution of Relevant Documents in Web Search

Sandra Zilles, Shen Jiang, Robert C. Holte, 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

Order compression schemes

Hans Ulrich Simon, Sandra Zilles, Malte Darnstädt, 2013, Theor. Comput. Sci..

The Fast Search Number of a Complete k-Partite Graph

Yuan Xue, Boting Yang, Sandra Zilles, 2018, Algorithmica.

Simultaneous Tracking and Activity Recognition

David J. Fleet, Sandra Zilles, Howard J. Hamilton, 2011, 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence.

The Complexity of Learning Acyclic CP-Nets

Malek Mouhoub, Sandra Zilles, Eisa Alanazi, 2016, IJCAI.

An Empirical Study of the Effects of Spurious Transitions on Abstraction-based Heuristics pdf

Sandra Zilles, Robert C. Holte, Mehdi Sadeqi, 2017, ArXiv.

Distinguishing Pattern Languages with Membership Examples

Sandra Zilles, Ziyuan Gao, Zeinab Mazadi, 2014, LATA.

Detecting Transmembrane Proteins Using Decision Trees

Sandra Zilles, Ashwani Kumar, Mohammad Hossein Nikravan, 2015, Discovery Science.

Uniform learning of recursive functions

Sandra Zilles, 2003 .

Predicting Optimal Solution Cost with Bidirectional Stratified Sampling (Abstract)

Sandra Zilles, Roni Stern, Ariel Felner, 2012, SOCS.

Robust Features for Detecting Evasive Spammers in Twitter

Sandra Zilles, Muhammad Rezaul Karim, 2014, Canadian Conference on AI.

Precision-based Boosting

Sandra Zilles, Mohammad Hossein Nikravan, Marjan Movahedan, 2021, AAAI.

A simple method for proving lower bounds in the zero-visibility cops and robber game

Boting Yang, Sandra Zilles, Yuan Xue, 2021 .

Aggregating Preferences Represented by Conditional Preference Networks

Sandra Zilles, Howard J. Hamilton, Boting Yang, 2021, ADT.

Inferring Symbolic Automata

Dana Fisman, Sandra Zilles, Hadar Frenkel, 2020, CSL.

Learning with Temporary Memory ( Expanded Version )

Sandra Zilles, Steffen Lange, Samuel E. Moelius, 2008 .

Learning Indexed Families of Recursive Languages from Positive Data by

Thomas Zeugmann, Sandra Zilles, Steffen Lange, 2007 .

BibTutor – tutor assistance for research in information pools

Sandra Zilles, sandra. zilles, 2005 .

Formal models of incremental learning and their analysis

Sandra Zilles, Steffen Lange, 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..