Citation Impact
Citing Papers
Monotonic calibrated interpolated look-up tables
2016
Statistical Comparisons of Classifiers over Multiple Data Sets
2006 Standout
Targeting customers via discovery knowledge for the insurance industry
2005
State-of-the-art in artificial neural network applications: A survey
2018 Standout
Crop yield prediction using machine learning: A systematic literature review
2020 Standout
OpenMS – An open-source software framework for mass spectrometry
2008
Explaining prediction models and individual predictions with feature contributions
2013 Standout
Signal Processing in Proteomics
2009
Reconstruction of a Functional Human Gene Network, with an Application for Prioritizing Positional Candidate Genes
2006
Logistic regression and artificial neural network classification models: a methodology review
2002 Standout
Network medicine: a network-based approach to human disease
2010 Standout
Data mining in pharma sector: benefits
2009
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 Standout
A 100-Year Review: Mastitis detection, management, and prevention
2017 Standout
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
2019 Standout
Invited review: Udder health of dairy cows in automatic milking
2011
Invited review: The impact of automatic milking systems on dairy cow management, behavior, health, and welfare
2012
Accurate Proteome-wide Label-free Quantification by Delayed Normalization and Maximal Peptide Ratio Extraction, Termed MaxLFQ
2014 Standout
Processing and classification of protein mass spectra
2006
Predicting return visits to the emergency department for pediatric patients: Applying supervised learning techniques to the Taiwan National Health Insurance Research Database
2017
Neural Networks in Civil Engineering: 1989–2000
2001
Prospers and Obstacles in Using Artificial Intelligence in Saudi Arabia Higher Education Institutions—The Potential of AI-Based Learning Outcomes
2023 Standout
Isotopic Signature Transfer and Mass Pattern Prediction (IsoStamp): An Enabling Technique for Chemically-Directed Proteomics
2011 StandoutNobel
A review of statistically-based landslide susceptibility models
2018 Standout
Artificial intelligence and business models in the sustainable development goals perspective: A systematic literature review
2020 Standout
Efficient multi-population outpost fruit fly-driven optimizers: Framework and advances in support vector machines
2019 Standout
Effective educational process: a data‐mining approach
2007
Data-Mining for Sulfur and Fluorine: An Evaluation of Pharmaceuticals To Reveal Opportunities for Drug Design and Discovery
2013 Standout
Knowledge management technologies and applications—literature review from 1995 to 2002
2003
Feature Selection for Monotonic Classification
2011
Literature review of Industry 4.0 and related technologies
2018 Standout
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
An intelligent system for livestock disease surveillance
2016
A Systematic Review on Educational Data Mining
2017 Standout
A review of the application of data mining techniques for decision making in agriculture
2016
Using MetaboAnalyst 3.0 for Comprehensive Metabolomics Data Analysis
2016 Standout
Neural networks in business: techniques and applications for the operations researcher
2000
Conceptual Framework of Data Mining Process in Management Education in India:An Institutional Perspective
2007
Fault diagnosis for a solar assisted heat pump system under incomplete data and expert knowledge
2015
Application of data mining techniques in the financial sector for profitable customer relationship management
2010
On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach
1997
Application of data mining techniques in customer relationship management: A literature review and classification
2008 Standout
Characterization and properties of natural fiber polymer composites: A comprehensive review
2017 Standout
Particle swarm optimization for parameter determination and feature selection of support vector machines
2007 Standout
An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models
2010
Data mining techniques for better decisions in human resource management systems
2008
Steels for bearings
2011 Standout
Predicting academic success in higher education: literature review and best practices
2020
A Dynamic-Bayesian-Network-Based Fault Diagnosis Methodology Considering Transient and Intermittent Faults
2016 Standout
A systematic literature review on machine learning applications for sustainable agriculture supply chain performance
2020 Standout
Mining customer knowledge for electronic catalog marketing
2004
Rank Entropy-Based Decision Trees for Monotonic Classification
2011
PROMETHEE: A comprehensive literature review on methodologies and applications
2009 Standout
Identifying the signs of fraudulent accounts using data mining techniques
2012
GIS-based landslide hazard assessment: an overview
2005
New technique of nondestructive assessment of concrete strength using artificial intelligence
2004 Standout
Performance of classification models from a user perspective
2011
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Data mining to improve personnel selection and enhance human capital: A case study in high-technology industry
2006 Standout
Preference disaggregation and statistical learning for multicriteria decision support: A review
2010
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
2023 Standout
A survey of network anomaly detection techniques
2015 Standout
The future of employment: How susceptible are jobs to computerisation?
2016 Standout
Educational Data Mining: A Review of the State of the Art
2010 Standout
Review of life cycle assessment towards sustainable product development
2014
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 Standout
Business Intelligence: An Analysis of the Literature1
2008
The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
2010 Standout
Opinion Mining of Movie Review using Hybrid Method of Support Vector Machine and Particle Swarm Optimization
2013 Standout
A review of feature selection techniques in bioinformatics
2007 Standout
Data mining techniques and applications – A decade review from 2000 to 2011
2012 Standout
Works of Ad Feelders being referenced
Data mining for loan evaluation at ABN AMRO: a case study
1995
Using Machine Learning, Neural Networks, and Statistics to Predict Corporate Bankruptcy
1997
Classification trees for problems with monotonicity constraints
2002
Solving Partially Monotone Problems With Neural Networks
2007
Confidence intervals for probabilistic network classifiers
2004
Efficient Analysis of Mass Spectrometry Data Using the Isotope Wavelet
2007
Learning Bayesian network parameters under order constraints
2005
Methodological and practical aspects of data mining
2000
Mixtures Of Monotone Networks For Prediction
2007
Decision-tree induction to detect clinical mastitis with automatic milking
2009
Which method learns most from the data
1995