Citation Impact
Citing Papers
Cancer-Specific High-Throughput Annotation of Somatic Mutations: Computational Prediction of Driver Missense Mutations
2009
Pushing the envelope: planning, propositional logic, and stochastic search
1996
Local search topology in planning benchmarks: an empirical analysis
2001
Decidability and Undecidability Results for Planning with Numerical State Variables.
2002
Assumptions of Problem-Solving Methods and their Role in Knowledge Engineering
1996
A theory of lexical access in speech production [target paper]
1999 Standout
Continual lifelong learning with neural networks: A review
2019 Standout
Conditional variable importance for random forests
2008 Standout
Historical background and current developments for mapping burned area from satellite Earth observation
2019 Standout
Crop yield prediction using machine learning: A systematic literature review
2020 Standout
Knowledge and intelligent computing system in medicine
2009 Standout
An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests.
2009 Standout
A qualitative process system for modeling NF-κB and AP-1 gene regulation in immune cell biology research
1999 StandoutNobel
Neuronal Synchrony: A Versatile Code for the Definition of Relations?
1999 Standout
The magical number 4 in short-term memory: A reconsideration of mental storage capacity
2001 Standout
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
Neuroscience-Inspired Artificial Intelligence
2017 StandoutNobel
Deep learning in neural networks: An overview
2014 Standout
Perceptual symbol systems
1999 Standout
The evolution of clinical gait analysis
2002
A weighted random forests approach to improve predictive performance
2013
Symbolic diagnosis and its formalisation
1997
Modeling and Simulation of Genetic Regulatory Systems: A Literature Review
2002 Standout
Taking the Human Out of the Loop: A Review of Bayesian Optimization
2015 Standout
The FF Planning System: Fast Plan Generation Through Heuristic Search
2001 Standout
Engineering Design Processes: A Comparison of Students and Expert Practitioners
2007 Standout
Cognitive Internet of Things: A New Paradigm Beyond Connection
2014 Standout
Lifelong robot learning
1995
Task complexity affects information seeking and use
1995 Standout
On Reasonable and Forced Goal Orderings and their Use in an Agenda-Driven Planning Algorithm
2000
Artificial intelligence approach for the prediction of Robusta coffee yield using soil fertility properties
2018
Task modeling with reusable problem-solving methods
1995
Variable selection using random forests
2010 Standout
Gait Analysis Methods: An Overview of Wearable and Non-Wearable Systems, Highlighting Clinical Applications
2014 Standout
Analytic and Algorithmic Solution of Random Satisfiability Problems
2002 StandoutScienceNobel
Watson: Beyond Jeopardy!
2012 Standout
CommonKADS: a comprehensive methodology for KBS development
1994 Standout
The possible cause and effect graphs (PCEG) model for fault diagnosis—I. Methodology
1994
Methods and techniques of adaptive hypermedia
1996 Standout
PDDL2.1: An Extension to PDDL for Expressing Temporal Planning Domains
2003 Standout
Improving the accuracy of rainfall rates from optical satellite sensors with machine learning — A random forests-based approach applied to MSG SEVIRI
2013
A survey of knowledge acquisition techniques and tools and their relationship to software engineering
1992
An Access Control Model for Resource Sharing Based on the Role-Based Access Control Intended for Multi-Domain Manufacturing Internet of Things
2017
Context Aware Computing for The Internet of Things: A Survey
2013 Standout
A Formalization of Knowledge‐Level Models for Knowledge Acquisition
1993
Explanation and Understanding
2005 Standout
Outlook on human-centric manufacturing towards Industry 5.0
2022 Standout
Developing a Random Forest Algorithm for MODIS Global Burned Area Classification
2017
A systematic literature review on machine learning applications for sustainable agriculture supply chain performance
2020 Standout
Nonlinear Finite-Element Analysis Software Architecture Using Object Composition
2009 Standout
A random forest guided tour
2016 Standout
Unbiased Recursive Partitioning: A Conditional Inference Framework
2006 Standout
Artificial Intelligence: A New Synthesis
1998
On the undecidability of probabilistic planning and related stochastic optimization problems
2003
Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy
1990 Standout
Toward principles for the design of ontologies used for knowledge sharing?
1995 Standout
Watching and Acting Together: Concurrent Plan Recognition and Adaptation for Human-Robot Teams
2018
Coherence as Constraint Satisfaction
1998
Assumptions in model-based diagnosis
1996
From simple associations to systematic reasoning: A connectionist representation of rules, variables and dynamic bindings using temporal synchrony
1993
Use of design patterns in analogy-based design
2004
Phase transitions and the search problem
1996
Cancer Genome Landscapes
2013 StandoutScience
Prediction, Learning, and Games
2006
Building information modelling framework: A research and delivery foundation for industry stakeholders
2008 Standout
Planning and acting in partially observable stochastic domains
1998 Standout
Strategies for Diagnosis
1987
A survey of computational complexity results in systems and control
2000
Ant Algorithms for Discrete Optimization
1999 Standout
Knowledge engineering: Principles and methods
1998 Standout
Towards efficient universal planning: A randomized approach
2000
Fast planning through planning graph analysis
1997
Variable importance analysis: A comprehensive review
2015 Standout
Using compiled knowledge to guide and focus abductive diagnosis
1996
Navigating Random Forests and related advances in algorithmic modeling
2009
Blocks World revisited
2001
Information Retrieval Interaction
1992
A survey on concept drift adaptation
2014 Standout
Task-structure analysis for knowledge modeling
1992
A task-centered approach for user modeling in a hypermedia office documentation system
1996
The Design and Analysis of Benchmark Experiments
2005
Using explicit ontologies in KBS development
1997
Empirical characterization of random forest variable importance measures
2007
Graph-based approach for airborne light detection and ranging segmentation
2017 Standout
A review of process fault detection and diagnosis
2003 Standout
A review of process fault detection and diagnosis
2003 Standout
Smart Contract-Based Access Control for the Internet of Things
2018 Standout
Definition and Classification of Power System Stability IEEE/CIGRE Joint Task Force on Stability Terms and Definitions
2004 Standout
Generic Tasks in Knowledge-Based Reasoning: High-Level Building Blocks for Expert System Design
1986
Differences and similarities in information seeking: children and adults as Web users
2002 Standout
Engineering ontologies
1997
Works of Tom Bylander being referenced
Complexity results for serial decomposability
1992
Complexity results for planning
1991
An average case analysis of planning
1993
CSEL: a language for expert systems for diagnosis
1983
Worst-case absolute loss bounds for linear learning algorithms
1997
Knowledge Compilation: A Symposium
1991
Computational complexity of hypothesis assembly
1987
Understanding behavior using consolidation
1985
quawds: a composite diagnostic system for gait analysis
1990
Qualitative representation of behavior in the medical domain
1988
The computational complexity of abduction
1991
CSRL: A language for expert systems for diagnosis
1985
Generic tasks for knowledge-based reasoning: the “right” level of abstraction for knowledge acquisition
1987
The computational complexity of propositional STRIPS planning
1994
A theory of consolidation for reasoning about devices
1991
Distributed Expert-Based Information Systems: An interdisciplinary approach
1987
Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag Estimates
2002