Robert C. Holte
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Robert C. Holte's AcademicInfluence.com Rankings
Robert C. Holtecomputer-science Degrees
Computer Science
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Data Mining
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Machine Learning
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Computer Science
Why Is Robert C. Holte Influential?
(Suggest an Edit or Addition)Robert C. Holte's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Very Simple Classification Rules Perform Well on Most Commonly Used Datasets (1993) (1761)
- Machine Learning for the Detection of Oil Spills in Satellite Radar Images (1998) (1252)
- C4.5, Class Imbalance, and Cost Sensitivity: Why Under-Sampling beats Over-Sampling (2003) (869)
- Concept Learning and the Problem of Small Disjuncts (1989) (457)
- Concept Learning and Heuristic Classification in WeakTtheory Domains (1990) (336)
- Cost curves: An improved method for visualizing classifier performance (2006) (323)
- Learning When Negative Examples Abound (1997) (312)
- Approximating Game-Theoretic Optimal Strategies for Full-scale Poker (2003) (269)
- Exploiting the Cost (In)sensitivity of Decision Tree Splitting Criteria (2000) (228)
- INSTANCE-BASED LEARNING : Nearest Neighbour with Generalisation (1995) (205)
- Explicitly representing expected cost: an alternative to ROC representation (2000) (200)
- Hierarchical A*: Searching Abstraction Hierarchies Efficiently (1996) (173)
- Theory and Applications of Agnostic PAC-Learning with Small Decision Trees (1995) (136)
- Speeding up Problem Solving by Abstraction: A Graph Oriented Approach (1996) (136)
- Enhanced Partial Expansion A (2014) (128)
- The Exponentiated Subgradient Algorithm for Heuristic Boolean Programming (2001) (109)
- Learning heuristic functions for large state spaces (2011) (101)
- Models of Cooperative Teaching and Learning (2011) (86)
- Game-Tree Search with Adaptation in Stochastic Imperfect-Information Games (2004) (84)
- Severe Class Imbalance: Why Better Algorithms Aren't the Answer (2005) (79)
- A General Theory of Additive State Space Abstractions (2008) (78)
- Maximizing over multiple pattern databases speeds up heuristic search (2006) (66)
- Partial-Expansion A* with Selective Node Generation (2012) (65)
- Dual Lookups in Pattern Databases (2005) (65)
- Pinwheel Scheduling with Two Distinct Numbers (1992) (64)
- A Polynomial-Time Algorithm for Non-Optimal Multi-Agent Pathfinding (2011) (63)
- What ROC Curves Can't Do (and Cost Curves Can) (2004) (63)
- Decision Tree Instability and Active Learning (2007) (62)
- Block A*: Database-Driven Search with Applications in Any-Angle Path-Planning (2011) (60)
- Combinatorial Auctions, Knapsack Problems, and Hill-Climbing Search (2001) (59)
- 2018 IEEE International Conference on Data Mining (ICDM) (2018) (59)
- Fringe Search: Beating A* at Pathfinding on Game Maps (2005) (57)
- Inconsistent heuristics in theory and practice (2011) (56)
- Compressed Pattern Databases (2007) (56)
- Introduction: Lessons Learned from Data Mining Applications and Collaborative Problem Solving (2004) (54)
- A Learning Agent that Assists the Browsing of Software Libraries (2000) (52)
- Effective short-term opponent exploitation in simplified poker (2005) (51)
- Hierarchical Heuristic Search Revisited (2005) (50)
- Predicting the Performance of IDA* using Conditional Distributions (2014) (48)
- Multiple Pattern Databases (2004) (47)
- Learning to Use a Learned Model: A Two-Stage Approach to Classification (2006) (46)
- Bidirectional Search That Is Guaranteed to Meet in the Middle (2016) (44)
- Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions (2017) (41)
- Common Misconceptions Concerning Heuristic Search (2010) (40)
- Hierarchical A * : (1999) (38)
- Type-Based Exploration with Multiple Search Queues for Satisficing Planning (2014) (38)
- Searching With Abstractions: A Unifying Framework and New High-Performance Algorithm 1 (1994) (38)
- Duality in permutation state spaces and the dual search algorithm (2008) (37)
- Compressing Pattern Databases (2004) (36)
- Jasper : the Art of Exploration in Greedy Best First Search (2014) (35)
- Experiments with Automatically Created Memory-Based Heuristics (2000) (34)
- Artificial Intelligence Techniques (1997) (34)
- Any-Angle Path Planning for Computer Games (2011) (34)
- Comparison of Different Grid Abstractions for Pathfinding on Maps (2003) (33)
- MM: A bidirectional search algorithm that is guaranteed to meet in the middle (2017) (33)
- Abstraction and reformulation in artificial intelligence. (2003) (33)
- A Space-Time Tradeoff for Memory-Based Heuristics (1999) (33)
- Using Lookaheads with Optimal Best-First Search (2010) (31)
- Predicting the size of IDA*'s search tree (2013) (31)
- Optimal Traffic-Oblivious Energy-Aware Routing for Multihop Wireless Networks (2006) (31)
- Adding Local Exploration to Greedy Best-First Search in Satisficing Planning (2014) (31)
- Psvn: a V Ector Representation for Production Systems Psvn: a Vector Representation for Production Systems (1999) (30)
- Bootstrap Learning of Heuristic Functions (2010) (30)
- Partial Pattern Databases (2007) (29)
- Automated Action Abstraction of Imperfect Information Extensive-Form Games (2011) (28)
- A Learning Apprentice For Browsing (1994) (27)
- The Compression Power of Symbolic Pattern Databases (2008) (26)
- Sequential and Parallel Algorithms for Frontier A* with Delayed Duplicate Detection (2006) (25)
- Sufficient Conditions for Node Expansion in Bidirectional Heuristic Search (2017) (25)
- Impact of lossy links on performance of multihop wireless networks (2005) (24)
- The computational complexity of avoiding spurious states in state space abstraction (2010) (24)
- Teaching Dimensions based on Cooperative Learning (2008) (23)
- Fast Exact MultiConstraint Shortest Path Algorithms (2007) (22)
- Software Testing by Active Learning for Commercial Games (2005) (22)
- A* Search with Inconsistent Heuristics (2009) (22)
- Using Sliding Windows to Generate Action Abstractions in Extensive-Form Games (2012) (22)
- Steps Towards The Automatic Creation of Search Heuristics (2004) (22)
- Dual Search in Permutation State Spaces (2006) (21)
- Does Representation Matter in the Planning Competition? (2011) (21)
- Lazy Partial Evaluation: An Integration of Explanation-Based Generalization and Partial Evaluation (1992) (20)
- Searching Without a Heuristic: Efficient Use of Abstraction (2010) (20)
- Semi-Automated Gameplay Analysis by Machine Learning (2005) (20)
- Non-Linear Merging Strategies for Merge-and-Shrink Based on Variable Interactions (2014) (19)
- Stratified tree search: a novel suboptimal heuristic search algorithm (2013) (19)
- Inferring What a User Is Not Interested in (1996) (16)
- Faster Optimal and Suboptimal Hierarchical Search (2011) (15)
- A demonstration of the Polaris poker system (2009) (14)
- A Parallel External-Memory Frontier Breadth-First Traversal Algorithm for Clusters of Workstations (2006) (14)
- Automatic move pruning for single-agent search (2014) (14)
- Some observations on primality testing (1978) (13)
- Cost-Sensitive Classifier Evaluation Using Cost Curves (2008) (13)
- A performance study of data layout techniques for improving data locality in refinement-based pathfinding (2004) (12)
- Query Suggestion by Query Search: A New Approach to User Support in Web Search (2009) (12)
- An Analytical Framework for Learning Systems (1988) (11)
- Automatic Move Pruning in General Single-Player Games (2011) (11)
- Compressing Pattern Databases with Learning (2008) (11)
- State-Set Search (2011) (11)
- Action Selection for Hammer Shots in Curling (2016) (11)
- Predicting Optimal Solution Cost with Bidirectional Stratified Sampling (Abstract) (2012) (11)
- A simple method for balancing network utilization and quality of routing (2005) (11)
- Improved Prediction of IDA*'s Performance via -Truncation (2011) (10)
- Understanding and Improving Local Exploration for GBFS (2015) (10)
- Traffic-oblivious Energy-aware Routing for Multihop Wireless Networks (2005) (10)
- Automatic Move Pruning Revisited (2021) (10)
- Learning to Live with False Alarms (2005) (10)
- Cost-sensitive classifier evaluation (2005) (10)
- Predicting the Performance of IDA* with Conditional Distributions (2008) (10)
- Improved Prediction of IDA*'s Performance via Epsilon-Truncation (2011) (10)
- Optimal-Generation Variants of EPEA (2013) (9)
- A General Additive Search Abstraction (2007) (9)
- Extended Abstract: An Improved Priority Function for Bidirectional Heuristic Search (2016) (9)
- Elaboration on Two Points Raised in “Classifier Technology and the Illusion of Progress” (2006) (9)
- Predicting optimal solution costs with bidirectional stratified sampling in regular search spaces (2016) (8)
- Heuristic Subset Selection in Classical Planning (2016) (8)
- Machine Learning for Semi-Automated Gameplay Analysis (2005) (8)
- Crafting Data Structures: A Study of Reference Locality in Refinement-Based Pathfinding (2003) (8)
- Using Coarse State Space Abstractions to Detect Mutex Pairs (2013) (8)
- Stable and Robust Multipath Oblivious Routing for Traffic Engineering (2007) (7)
- Empirical Analysis of the Rank Distribution of Relevant Documents in Web Search (2008) (7)
- PAC-Learning with General Class Noise Models (2012) (7)
- The Two-Edged Nature of Diverse Action Costs (2017) (7)
- Searching for content-based addresses on the World-Wide Web (1998) (7)
- Predicting optimal solution cost with conditional probabilities (2014) (7)
- Intelligent browsing for multimedia applications (1996) (7)
- A* with Lookahead Re-Evaluated (2014) (7)
- Accelerating browsing by automatically inferring a user's search goal (1993) (6)
- Computation of the Solution of x 3 + Dy 3 = 1 (1977) (6)
- Detecting Mutex Pairs in State Spaces by Sampling (2013) (6)
- The Tradeoff Between Speed and Optimality in Hierarchical Search (2011) (6)
- Concept Learning and Accuracy of Small Disjuncts (1989) (6)
- A Mathematical Framework for Studying Representation (1989) (6)
- Fast and Accurate Predictions of IDA*'s Performance (2012) (6)
- Multimapping Abstractions and Hierarchical Heuristic Search (2021) (6)
- A Generalization of Sleep Sets Based on Operator Sequence Redundancy (2015) (5)
- Additive Merge-and-Shrink Heuristics for Diverse Action Costs (2017) (5)
- MS-Lite: A Lightweight, Complementary Merge-and-Shrink Method (2018) (5)
- Computation of the solution of ³+³=1 (1977) (5)
- Redundancy reduction: does it help associative classifiers? (2016) (5)
- Probably Approximately Correct Heuristic Search (2011) (4)
- A symbol's role in learning low-level control functions (1999) (4)
- A Comparison of h 2 and MMM for Mutex Pair Detection Applied to Pattern Databases (2014) (4)
- Multipath Oblivious Routing for Traffic Engineering - Stable and Robust Routing in Changing and Uncertain Environments (2006) (4)
- Pinwheel Scheduling With Tow Distinct Numbers (1989) (4)
- IDA*/spl I.bar/MCSP: a fast exact MCSP algorithm (2005) (4)
- Improved Query Suggestion by Query Search (2012) (4)
- Automating Layouts of Sewers in Subdivisions (2010) (4)
- Learning Heuristic Functions Faster by Using Predicted Solution Costs (2021) (4)
- Move Pruning and Duplicate Detection (2013) (4)
- When Does Changing Representation Improve Problem-Solving Performance? (1992) (3)
- Coarse-to-Fine Search Techniques (2008) (3)
- Predicting optimal solution cost with conditional probabilities Predicting optimal solution cost (2014) (3)
- A conceptual framework for concept identification (1986) (3)
- Korf's Conjecture and the Future of Abstraction-Based Heuristics (2013) (3)
- Proceedings of the 5th International Symposium on Abstraction, Reformulation and Approximation (2002) (3)
- Improved Heuristic and Tie-Breaking for Optimally Solving Sokoban (2016) (3)
- Using Inconsistent Heuristics on A ∗ Search (2008) (3)
- On the Optimal Efficiency of Cost-Algebraic A (2019) (3)
- CAD for verified hardware design via category theory (1991) (2)
- Dynamic Control in Path-Planning with Real-Time Heuristic Search (2007) (2)
- Beam Search: Faster and Monotonic (2022) (2)
- AAAI 2000 Workshop Reports (2001) (2)
- Using Infeasibility to Improve Abstraction-Based Heuristics (2007) (2)
- Abstract: Block A* and Any-Angle Path-Planning (2011) (2)
- Downward Path Preserving State Space Abstractions (Extended Abstract) (2009) (2)
- Combining Direct Trust and Indirect Trust in Multi-Agent Systems (2020) (2)
- PSVN Manual (June 20, 2014) (2014) (2)
- Error Analysis and Correction for Weighted A*'s Suboptimality (Extended Version) (2019) (2)
- The Automatic Creation of Memory-based Search Heuristics (2000) (2)
- An Automated Method for Studying Interactive Systems (1999) (1)
- Automated representation changing for problem solving and electronic CAD (1993) (1)
- Generalised Backjumping (1992) (1)
- Continuous Arvand : Motion Planning with Monte Carlo Random Walks (2015) (1)
- Downward Path Preserving State Space Abstractions (2009) (1)
- Canadian Artificial Intelligence Conference (1996) (1)
- News and Notes (1927) (1)
- The Spurious Path Problem in Abstraction (2015) (1)
- Reports on the 2015 AAAI workshop series (2015) (1)
- Title of Thesis: Using State Estimation for Dynamic Agent Modelling Using State Estimation for Dynamic Agent Modelling (2008) (1)
- Abstraction, Reformulation, and Approximation: 5th International Symposium, SARA 2002, Kananaskis, Alberta, Canada, August 2-4, 2002, Proceedings (2002) (1)
- Mechanical Generation of Admissible Heuristics (2010) (1)
- The impact of representation on the efficacy of Artificial intelligence: The case of genetic algorithms (1997) (1)
- Search-Aware Conditions for Probably Approximately Correct Heuristic Search (2021) (1)
- Artificial Intelligence Applied to Assistive Technologies and Smart Environments, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 12, 2016 (2016) (0)
- Effective Bidirectional A* with Frontier Search and External-Memory Utilization (2008) (0)
- Distinguishing Relational Pattern Languages With a Small Number of Short Strings (2022) (0)
- Semi-Automated Gameplay Analysis (0)
- Time Complexity of Iterative-Deepening A*: The Informativeness Pathology (Abstract) (2011) (0)
- PROCEEDINGS OF THE MACHINE LEARNING WORKSHOP AT AI/GI/VI'94 (1994) (0)
- Computation of the solution of $x\sp{3}+Dy\sp{3}=1$ (1977) (0)
- Invited Talk Abstracts (2011) (0)
- The Fifth Symposium on Abstraction, Reformulation, and Approximation (SARA-2002) (2003) (0)
- Issues Arising in Applying Machine Learning to Oil Slick Detection (1998) (0)
- 1 Mechanical Generation of Admissible Heuristics (2009) (0)
- WHEN AND WHY ARE ARRAY REPRESENTATIONS ADVANTAGEOUS? (1993) (0)
- Abstraction, Reformulation, and Approximation (2002) (0)
- Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program (2006) (0)
- Trading Monotonicity for Cost in Beam Search (2022) (0)
- Using Change Detection to Adapt to Dynamically Changing Trustees (2022) (0)
- Describing and verifying systems: a compositional algebra for Petri nets (1992) (0)
- An Empirical Study of the Effects of Spurious Transitions on Abstraction-based Heuristics (2017) (0)
- Introducing a continuum of abstraction-led hierarchical search techniques (1999) (0)
- SAGA-ML: An Active Learning System for Semiautomated Gameplay Analysis (2005) (0)
- Error Analysis and Correction for Weighted A*'s Suboptimality (2021) (0)
- Efficient Candidate Elimination Through Test Incorporation (1990) (0)
- University of Alberta Using Snp Data to Predict Radiation Toxicity for Prostate Cancer Patients Examining Committee (2010) (0)
- SAGA-ML:AnActive LearningSystemfo rSemi-AutomatedG ameplayAnalysis (2005) (0)
- THE PINWHEEL AREAGTIME SCHEDULING PROBLEM (1989) (0)
- Book review: Empirical Methods for Artificial Intelligence by Paul R. Cohen (The MIT Press, 1995) (1996) (0)
- AAAI-07 preface (2007) (0)
- Dual Lookups in Pattern Databases :IJCAI-05, pp:103-108 (2008) (0)
- Predicting optimal solution cost with conditional probabilities (2014) (0)
- Source 2 Feature 1 (0)
- SARA 2013 Organization (2013) (0)
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What Schools Are Affiliated With Robert C. Holte?
Robert C. Holte is affiliated with the following schools:
