Ivan Bratko
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Artificial Intelligence
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Computer Science
Ivan Bratko's Degrees
- PhD Computer Science University of Ljubljana
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(Suggest an Edit or Addition)Ivan Bratko'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
- Prolog Programming for Artificial Intelligence (1986) (789)
- ASSISTANT 86: A Knowledge-Elicitation Tool for Sophisticated Users (1987) (542)
- Machine Learning and Data Mining; Methods and Applications (1998) (397)
- Learning decision rules in noisy domains (1987) (233)
- Experiments in automatic learning of medical diagnostic rules (1984) (196)
- On Estimating Probabilities in Tree Pruning (1991) (189)
- KARDIO - a study in deep and qualitative knowledge for expert systems (1989) (177)
- Analyzing Attribute Dependencies (2003) (168)
- Microarray data mining with visual programming (2005) (159)
- Argument based machine learning (2006) (149)
- Testing the significance of attribute interactions (2004) (147)
- Applications of inductive logic programming (1995) (145)
- Trading Accuracy for Simplicity in Decision Trees (1994) (143)
- First Order Regression (1997) (134)
- Prolog (3rd ed.): programming for artificial intelligence (2000) (131)
- Information-based evaluation criterion for classifier's performance (2004) (121)
- Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer (1999) (119)
- ILP turns 20 (2011) (119)
- Learning Qualitative Models of Dynamic Systems (1994) (117)
- The Added Value of Argumentation (2013) (100)
- Quantifying and Visualizing Attribute Interactions: An Approach Based on Entropy (2003) (100)
- DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling (2013) (98)
- VizRank: Data Visualization Guided by Machine Learning (2006) (92)
- Nomograms for visualizing support vector machines (2005) (91)
- Machine Learning by Function Decomposition (1997) (83)
- Learning by Discovering Concept Hierarchies (1999) (81)
- Reconstructing Human Skill with Machine Learning (1994) (78)
- ILP turns 20 - Biography and future challenges (2012) (75)
- Learning Qualitative Models (2004) (75)
- GenePath: a system for automated construction of genetic networks from mutant data (2003) (64)
- Machine learning in artificial intelligence (1993) (63)
- Applications of inductive logic programming (1995) (63)
- Attribute Interactions in Medical Data Analysis (2003) (59)
- A quality management model based on the “deep quality concept” (2005) (58)
- Quantifying and Visualizing Attribute Interactions (2003) (57)
- Machine Learning: Between Accuracy and Interpretability (1997) (56)
- Feature Transformation by Function Decomposition (1998) (54)
- Qualitatively Faithful Quantitative Prediction (2003) (52)
- Refining Complete Hypotheses in ILP (1999) (51)
- Argument Based Machine Learning Applied to Law (2005) (49)
- Information-Based Evaluation Criterion for Classifier's Performance (1991) (49)
- THE BRATKO-KOPEC EXPERIMENT: A COMPARISON OF HUMAN AND COMPUTER PERFORMANCE IN CHESS (1982) (48)
- Data-Driven Program Synthesis for Hint Generation in Programming Tutors (2014) (45)
- Inductive Learning Applied to Program Construction and Verification (1992) (42)
- VizRank: finding informative data projections in functional genomics by machine learning (2005) (42)
- Predicting Seam Appearance Quality (2006) (42)
- PROLOG Programming for Artificial Intelligence, Second Edition (1990) (42)
- Behavioural Cloning: Phenomena, Results and Problems (1995) (41)
- Error Analysis of the Minimax Principle (1982) (40)
- Computer Analysis of World Chess Champions (2006) (38)
- Automatic synthesis and compression of cardiological knowledge (1988) (37)
- Modelling the population dynamics of red deer (Cervus elaphus L.) with regard to forest development (1998) (34)
- Fighting Knowledge Acquisition Bottleneck with Argument Based Machine Learning (2008) (31)
- An Experiment in Robot Discovery with ILP (2008) (31)
- Induction of Qualitative Trees (2001) (29)
- Prolog Programming for Artificial Intelligence, 4th Edition (2012) (27)
- Multi-agent strategic modeling in a robotic soccer domain (2006) (26)
- When is it better not to look ahead? (2010) (26)
- GenePath: a system for inference of genetic networks and proposal of genetic experiments (2003) (25)
- Equation discovery with ecological applications (1999) (24)
- Using machine learning techniques in the construction of models I. Introduction (1994) (24)
- Learning qualitative models from numerical data (2011) (24)
- Using Heuristic-Search Based Engines for Estimating Human Skill at Chess (2011) (24)
- Skill Reconstruction as Induction of LQ Controllers with Subgoals (1997) (23)
- Automated Chess Tutor (2006) (21)
- Why Is Rule Learning Optimistic and How to Correct It (2006) (21)
- Elicitation of neurological knowledge with argument-based machine learning (2013) (21)
- Is real-valued minimax pathological? (2006) (20)
- Constructing Intermediate Concepts by Decomposition of Real Functions (1997) (20)
- Decisions at Hand: A Decision Support System on Handhelds (2001) (20)
- Learning to control dynamic systems (1995) (19)
- Skill modeling through symbolic reconstruction of operator's trajectories (2000) (18)
- Predicting Patient’s Long-Term Clinical Status after Hip Arthroplasty Using Hierarchical Decision Modelling and Data Mining (2001) (18)
- Feasibility of spirography features for objective assessment of motor function in Parkinson's disease (2017) (18)
- Bias and pathology in minimax search (2005) (17)
- Learning Redundant Rules in Noisy Domains (1988) (17)
- Why Minimax Works: An Alternative Explanation (2005) (17)
- HOW TRUSTWORTHY IS CRAFTY’S ANALYSIS OF WORLD CHESS CHAMPIONS? (2008) (17)
- A knowledge base for finite element mesh design (1994) (17)
- Pessimistic Heuristics Beat Optimistic Ones in Real-Time Search (2006) (16)
- Abductive Inference of Genetic Networks (2001) (16)
- Machine learning applied to quality management - A study in ship repair domain (2007) (16)
- Identifying the grinding process by means of inductive machine learning (1991) (15)
- Qualitative reverse engineering (2002) (15)
- Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation (1994) (15)
- KARDIO‐E‐an expert system for electrocardiographic diagnosis of cardiac arrhythmias (1985) (15)
- Ideas on Knowledge Synthesis Stemming from the KBBKN Endgame (1987) (15)
- Naive Bayesian-Based Nomogram for Prediction of Prostate Cancer Recurrence (1999) (15)
- Function Decomposition in Machine Learning (2001) (15)
- Learning Qualitative Models through Partial Derivatives by Padé (2007) (14)
- Proving Correctness of Strategies in the AL1 Assertional Language (1978) (14)
- Learning long-term chess strategies from databases (2006) (14)
- Medical Analysis of Automatically Induced Diagnostic Rules (1989) (14)
- Pattern-Based Representation of Chess End-Game Knowledge (1978) (13)
- Transfer of control skill by machine learning (1996) (12)
- Detection of Positional Patterns in Chess (1986) (12)
- Qualitative data mining and its applications (2003) (12)
- Symbolic and qualitative reconstruction of control skill (1999) (12)
- Rewrite Rules for Debugging Student Programs in Programming Tutors (2018) (12)
- Q2 Prediction of ozone concentrations (2006) (12)
- Search-Based Estimation of Problem Difficulty for Humans (2013) (12)
- Argument Based Machine Learning in a Medical Domain (2006) (11)
- An Advice Program for a Complex Chess Programming Task (1980) (11)
- Modelling of control skill by qualitative constraints (2003) (11)
- Automatic Extraction of AST Patterns for Debugging Student Programs (2017) (11)
- AI and Robotics; Flexibility and Integration (1987) (11)
- A Dataset Decomposition Approach to Data Mining and Machine Discovery (1997) (11)
- Qualitative approximation to Dynamic Time Warping similarity between time series data (2009) (11)
- Learning Positional Features for Annotating Chess Games: A Case Study (2008) (11)
- Deriving Concepts and Strategies from Chess Tablebases (2009) (10)
- ParkinsonCheck Smart Phone App (2014) (10)
- A Program for Playing Tarok (2003) (10)
- Fast Prototyping of Expert Systems Using Prolog (1989) (10)
- Attribute-Based Learning (1996) (10)
- Learning to Fly Simple and Robust (2004) (9)
- Automated synthesis of control for nonlinear dynamic systems (1992) (9)
- Qualitative Trees Applied to Bicycle Riding (2000) (9)
- Qualitative Planning with Quantitative Constraints for Online Learning of Robotic Behaviours (2014) (9)
- ABML Knowledge Refinement Loop: A Case Study (2012) (8)
- Control Skill, Machine Learning and Hand-crafting in Controller Design (1995) (8)
- Learning to Explain with ABML (2010) (8)
- Improving vehicle aeroacoustics using machine learning (2012) (8)
- Knowledge base for finite-element mesh design learned by inductive logic programming (1998) (8)
- Qualitative Modelling (2005) (8)
- Problem Decomposition for Behavioural Cloning (2000) (8)
- Learning from Noisy Data Using a Non-covering ILP Algorithm (2010) (7)
- Application of argument based machine learning to law (2005) (7)
- Elicitation of Neurological Knowledge with ABML (2011) (7)
- Goal-Oriented Conceptualization of Procedural Knowledge (2012) (7)
- An assessment of machine learning methods for robotic discovery (2008) (7)
- Assessing the Difficulty of Chess Tactical Problems (2014) (7)
- Factors Affecting Diminishing Returns for Searching Deeper (2007) (7)
- Argument Based Rule Learning (2006) (6)
- Advice and planning in chess endgames (1984) (6)
- An Experiment in Automatic Synthesis of Expert Knowledge Through Qualitative Modelling (1983) (6)
- Qualitative Simulation with CLP (2002) (6)
- Web-Enabled Knowledge-Based Analysis of Genetic Data (2001) (6)
- Applications of Machine Learning: Towards knowledge synthesis (1993) (6)
- Comments to 'Chunking for Experience' (1991) (6)
- A Review of Machine Learning Methods Machine Learning and Data Mining: Methods and Applications, Edited 1.2 the Machine Learning Task (1996) (5)
- Embodied Concept Discovery through Qualitative Action Models (2011) (5)
- Skill Modelling Through Symbolic Reconstruction of Operator's Trajectories (1997) (5)
- Deriving qualitative control for dynamic systems (1996) (5)
- Identifying typical approaches and errors in Prolog programming with argument-based machine learning (2018) (5)
- Induction of Concept Hierarchies from Noisy Data (2000) (5)
- Extracting qualitative relations from categorical data (2016) (5)
- Planning with Qualitative Models for Robotic Domains (2013) (5)
- Discovery of Genetic Networks Through Abduction and Qualitative Simulation (2007) (5)
- Conceptualizing Procedural Knowledge Targeted at Students with Different Skill Levels (2010) (5)
- Learning Qualitative Models from Image Sequences (2008) (5)
- GenePath: A Computer Program for Genetic Pathway Discovery from Mutant Data (2001) (5)
- Discovery of Abstract Concepts by a Robot (2010) (5)
- Modelling Lake Glums with Q 2 learning (2006) (5)
- SEARCH VS KNOWLEDGE: EMPIRICAL STUDY OF MINIMAX ON KRK ENDGAME (2003) (5)
- Varying levels of abstraction in qualitative modeling (1991) (5)
- Improving Numerical Prediction with Qualitative Constraints (2003) (5)
- AI tools and techniques for manufacturing systems (1988) (4)
- How Trustworthy is Crafty's Analysis of Chess Champions? (2008) (4)
- A Planning and Learning Hierarchy using Qualitative Reasoning for the On-Line Acquisition of Robotic Behaviors (2016) (4)
- Attribute Visualisation for Computer-Aided Diagnosis: A Case Study (2014) (4)
- Qualitative Planning of Object Pushing by a Robot (2015) (4)
- Learning Models of Control Skills: Phenomena, Results and Problems (1996) (4)
- Detecting Fortresses in Chess (2012) (4)
- Categorization of Numerical Values for DEX Hierarchical Models (2003) (4)
- Qualitative Simulation with Answer Set Programming (2014) (4)
- Advice Table Representations of Chess End-Game Knowledge (1978) (4)
- Automatic construction of the knowledge base for a steel classification expert system (1987) (4)
- Reactive Motion Planning with Qualitative Constraints (2017) (4)
- A Multi-Strategy Architecture for On-Line Learning of Robotic Behaviours using Qualitative Reasoning (2015) (4)
- ParkinsonCheck A Decision Support System for Tremor Detection (2015) (4)
- Are pre-service teachers disinclined to utilise embodied humanoid social robots in the classroom? (2021) (4)
- Comparison of Machine Learning for Autonomous Robot Discovery (2010) (4)
- Induction of qualitative models using discrete Morse theory (2007) (4)
- Kikuchi-Bayes: Factorized Models for Approximate Classification in Closed Form (2004) (4)
- Designing an Interactive Teaching Tool with ABML Knowledge Refinement Loop (2014) (4)
- A Machine Learning System for Controlling a Rescue Robot (2017) (3)
- Trading accuracy for simplicity in decision trees (2004) (3)
- Qualitatively Constrained Equation Discovery (2007) (3)
- Some comments on rule induction (1987) (3)
- Search Versus Knowledge Revisited Again (2006) (3)
- Modelling operator's skill by machine learning (2000) (3)
- Influence of Search Depth on Position Evaluation (2017) (3)
- Argument Based Machine Learning from Examples and Text (2009) (3)
- Autonomous Discovery of Abstract Concepts by a Robot (2011) (3)
- Computer Analysis of Chess Champions (2006) (3)
- Pre-service teachers’ concerns about social robots in the classroom: A model for development (2021) (3)
- Search versus Knowledge: An Empirical Study of Minimax on KRK (2003) (3)
- AlphaZero - What's Missing? (2018) (3)
- Using Machine Learning to Understand Operator's Skill (2002) (3)
- Learning to Control a Quadcopter Qualitatively (2020) (3)
- Induction of Hypotheses Concerning Hip Arthroplasty: A Modified Methodology for Medical Research (2001) (3)
- DEX METHODOLOGY : THIRTY THREE YEARS OF QUALITATIVE MULTI-ATTRIBUTE MODELING (2012) (3)
- A Computational Model for Estimating the Difficulty of Chess Problems (2015) (2)
- Rectifying Predictions of Classifiers by Local Rules (2008) (2)
- Recognition of Complex Patterns Using Cellular Arrays (1981) (2)
- Qualitative Modelling for Medical Diagnosis (1988) (2)
- Machine learning : proceedings of the Sixteenth International Conference (ICML '99), Bled, Slovenia, June 27-30, 1999 (1999) (2)
- Identification and Characteristic Descriptions of Procedural Chunks (2009) (2)
- Qualitative reasoning about control (1993) (2)
- Chapter 1 The Added Value of Argumentation (2012) (2)
- Dynamic System Simulation with Qualitative Differential Equations (1992) (2)
- Engineering applications of ILP (1995) (2)
- Q 2 LEARNING AND ITS APPLICATION TO CAR MODELLING (2006) (2)
- Editors's Introduction to the Special Issue on "100 Years of Alan Turing and 20 Years of SLAIS" (2013) (2)
- An Approach to Order Picking Optimization in Warehouses (2014) (2)
- Applications of inductive logic programming : New horizons in commercial and industrial AI (1995) (2)
- Building an Intelligent Tutoring System for Chess Endgames (2013) (2)
- Recommending VideoLectures with Linear Regression (2011) (2)
- Search Versus Knowledge in Human Problem Solving: A Case Study in Chess (2016) (2)
- Arguments Extracted from Text in Argument Based Machine Learning : A Case Study (2009) (2)
- Identification and conceptualization of procedural chunks in chess (2021) (2)
- Using Qualitative Constraints In Ozone Prediction (2005) (1)
- Likelihood based classification in bayesian networks (2007) (1)
- Constructing control rules for a dynamic system: probabilistic qualitative models, lookahead and exaggeration (1993) (1)
- Learning Faster by Discovering and Exploiting Object Similarities (2013) (1)
- Machine learning and qualitative reasoning (2004) (1)
- The Monk''s Problem''s: A Performance Comparison of Different Learning Methods (1991) (1)
- Development, Debugging, and Assessment of ParkinsonCheck Attributes Through Visualisation (2015) (1)
- Biography and future challenges (2011) (1)
- Knowledge Acquisition for Discrete Event Systems Using Machine Learning (1994) (1)
- Toward Modeling Task Difficulty: The Case of Chess (2014) (1)
- LRTA* Works Much Better with Pessimistic Heuristics (2008) (1)
- Mental Set Revisited in the Formal Manner (1978) (1)
- Multiobjective discovery of human-like driving strategies (2017) (1)
- The Use of Data Mining for Assessing Performance of Administrative Services (2010) (1)
- Learning Qualitative Relations from Categorical Data (2010) (1)
- Simple and effective visual models for gene expression cancer diagnostics (2005) (1)
- Symbolic Derivation of Chess Patterns (1982) (1)
- Learning Explainable Control Strategies Demonstrated on the Pole-and-Cart System (2019) (1)
- Ideas on Knowledge Synthesis ..... a correction (1987) (1)
- An Analytical Report of EWSL-88 (1989) (1)
- Preference learning from qualitative partial derivatives (2010) (1)
- Qualitative Explanation of Controllers (2002) (1)
- Unified approach to qualitative motion planning in dynamic environments (2016) (0)
- Active Learning of Qualitative Models with Pad´ e (2010) (0)
- - am ewpert system for electrocardiographic diagnosis of cardiac 0 arrhythrmas (2007) (0)
- Learning Qualitative Models from Numerical Data: Extended abstract (2013) (0)
- Linkk Oping Electronic Articles in Symbolic and Qualitative Reconstruction of Control Skill Linkk Oping Electronic Articles in Computer and Information Science (1999) (0)
- To Appear in Ieee Expert Spec. Issue on Feature Transformation and Subset Selection Feature Transformation by Function Decomposition (1997) (0)
- FIDE Candidates 2013 computer scores:(lower scores indicate the better quality of play (2012) (0)
- cation tree chaining in data (2007) (0)
- Machine learning in dynamic systems: some recent results (1995) (0)
- Independent-valued minimax: Pathological or beneficial? (2012) (0)
- Implementing Search Heuristics Using the AL1 Advice-Taking System (1979) (0)
- Combining Learning Constraints and Numerical Regression (2005) (0)
- Ideas on Knowledge Synthesis Stemming from the KBBKN (King and Two Bishops against King and Knight) Endgame (1988) (0)
- An architecture for robotic discovery and learning by experimentation (2010) (0)
- Bla Z Zupan Machine Learning Based on Function Decomposition Doctoral Dissertation (1997) (0)
- Extreme value correction: a method for correcting optimistic estimations in rule learning (2018) (0)
- Transformation of attribute space by function decomposition (2001) (0)
- An Experiment in Students’ Acquisition of Problem Solving Skill from Goal-Oriented Instructions (2012) (0)
- GenePath: software for genetic network exploration (2002) (0)
- ILP turns 20 (2011) (0)
- Predicting Problem Difficulty in Chess (2021) (0)
- Finding Patterns in Class-Labeled Data Using Data Visualization (2008) (0)
- Learning in Logic (2017) (0)
- Qualitative Simulation with Answer Set Programming (Technical Report UNSW-CSE-TR-201415) (2014) (0)
- Workshop on Qualitative Modelling: Ljubljana, Yugoslavia, November 19--21, 1987 (1988) (0)
- Extreme value correction: a method for correcting optimistic estimations in rule learning (2018) (0)
- Representing Examples by Examples (1995) (0)
- Reconstruction of control skill by machine learning (1997) (0)
- Understanding Control Strategies (2003) (0)
- Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27 - 30, 1999 (1999) (0)
- Dance steps recognition from sensory data for building intelligent tutoring system (2011) (0)
- Machine Learning and Qualitative Reasoning (1994) (0)
- Knowledge-based problem-solving in AL3 (2013) (0)
- A Quality Management Model Based on Databases and Knowledge (2011) (0)
- Report from Dagstuhl Seminar 14381 Neural-Symbolic Learning and Reasoning (2015) (0)
- Learning Predictive Qualitative Models with Padé (2011) (0)
- Qualitative modelling and learning in KARDIO (1993) (0)
- Learning goal-oriented strategies in problem solving (2015) (0)
- AI in Eastern and Central Europe (1996) (0)
- Nomograms for Visualizing Linear Support Vector Machines (2004) (0)
- Use of qualitative constraints in modelling of the Lake Glumso (2007) (0)
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What Schools Are Affiliated With Ivan Bratko?
Ivan Bratko is affiliated with the following schools:
