Citation Impact
Citing Papers
Learning Analytics and Educational Data Mining in Practice: A Systematic Literature Review of Empirical Evidence.
2014
Building Predictive Models in R Using the caret Package
2008 Standout
DoubletFinder: Doublet Detection in Single-Cell RNA Sequencing Data Using Artificial Nearest Neighbors
2019 Standout
Does mycorrhization influence herbivore-induced volatile emission in Medicago truncatula?
2009
Recommendation systems: Principles, methods and evaluation
2015
Understanding managers’ attitudes and behavioral intentions towards using artificial intelligence for organizational decision-making
2021 Standout
Time Series Classification in Reservoir- and Model-Space
2017
Transcriptional architecture of the mammalian circadian clock
2016 Standout
Anterior tooth root morphology and size in Neanderthals: Taxonomic and functional implications
2012
Microbial Co-occurrence Relationships in the Human Microbiome
2012 Standout
Machine Learning methods for Quantitative Radiomic Biomarkers
2015 Standout
A statistical model for improved membrane protein expression using sequence-derived features
2018
Automated machine learning: Review of the state-of-the-art and opportunities for healthcare
2020 Standout
SoilGrids250m: Global gridded soil information based on machine learning
2017 Standout
Holistic analysis of the life course: Methodological challenges and new perspectives
2018 Standout
New fossils from Jebel Irhoud, Morocco and the pan-African origin of Homo sapiens
2017 StandoutNature
Machine Learning Helps Identify CHRONO as a Circadian Clock Component
2014
Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs
2015
Dissolution point and isolation robustness: Robustness criteria for general cluster analysis methods
2007
Bi-MARS: A Bi-clustering based Memetic Algorithm for Recommender Systems
2020
A Review on State-of-the-Art Power Line Inspection Techniques
2020 Standout
The metaRbolomics Toolbox in Bioconductor and beyond
2019
Human-machine collaboration in managerial decision making
2021
Feature Selection with theBorutaPackage
2010 Standout
A Systematic Review on Educational Data Mining
2017 Standout
MetaboAnalystR: an R package for flexible and reproducible analysis of metabolomics data
2018 Standout
Focus and Standardization of Sustainability Reporting – A Comparative Study of the United Kingdom and Finland
2012 Standout
The state-of-the-art integrations and applications of the analytic hierarchy process
2017 Standout
Learning materials recommendation using good learners’ ratings and content-based filtering
2010
Educational data mining and learning analytics for 21st century higher education: A review and synthesis
2019 Standout
Recurrent neural network based recommendation for time heterogeneous feedback
2016
Beluga whale optimization: A novel nature-inspired metaheuristic algorithm
2022 Standout
Security, privacy and trust in Internet of Things: The road ahead
2014 Standout
A review of recent advances in learner and skill modeling in intelligent learning environments
2011
Sensors and systems for fruit detection and localization: A review
2015 Standout
A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP
2011 Standout
A review of learning analytics intervention in higher education (2011–2018)
2019 Standout
Trends and Trajectories for Explainable, Accountable and Intelligible Systems
2018
A bitter cup: climate change profile of global production of Arabica and Robusta coffee
2014 Standout
Detecting SARS-CoV-2 From Chest X-Ray Using Artificial Intelligence
2021
Learned protein embeddings for machine learning
2018 StandoutNobel
Tagging stream data for rich real-time services
2009
Sentiment analysis on massive open online course evaluations: A text mining and deep learning approach
2020 Standout
Recommender systems survey
2013 Standout
A case analysis of embryonic data mining success
2015
A cosine maximization method for the priority vector derivation in AHP
2013 Standout
Collaborative Deep Learning for Recommender Systems
2015 Standout
Plant Defense Against Herbivores: Chemical Aspects
2012 Standout
Artificial intelligence for decision making in the era of Big Data – evolution, challenges and research agenda
2019 Standout
Toward Automatic Subsurface Pipeline Mapping by Fusing a Ground-Penetrating Radar and a Camera
2019
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Recommendation system based on deep learning methods: a systematic review and new directions
2019 Standout
AI-enabled adaptive learning systems: A systematic mapping of the literature
2021 Standout
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
2023 Standout
On hyperparameter optimization of machine learning algorithms: Theory and practice
2020 Standout
Educational data mining: A survey and a data mining-based analysis of recent works
2013 Standout
Affecting off-task behaviour
2016
Identifying At-Risk Students for Early Interventions—A Time-Series Clustering Approach
2015 Standout
Web content mining for comparing corporate and third‐party online reporting: a case study on solid waste management
2006
Identification of Relevant Criteria Set in the MCDA Process—Wind Farm Location Case Study
2020 Standout
Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions
2022
Collaborative Filtering beyond the User-Item Matrix
2014 Standout
Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems
2019
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 Standout
Effect of Data Scaling Methods on Machine Learning Algorithms and Model Performance
2021 Standout
Green citrus detection using hyperspectral imaging
2009
Genetic algorithms for hyperparameter optimization in predictive business process monitoring
2018
Multiple criteria decision-making techniques and their applications – a review of the literature from 2000 to 2014
2015 Standout
COVID-19 Symptoms Detection Based on NasNetMobile with Explainable AI Using Various Imaging Modalities
2020
Recommender system application developments: A survey
2015 Standout
Automatic tag expansion using visual similarity for photo sharing websites
2009
A Survey of Recommendation Systems: Recommendation Models, Techniques, and Application Fields
2022 Standout
Graph-based approach for airborne light detection and ranging segmentation
2017 Standout
Data mining techniques applied in educational environments: Literature Review
2018
Deep learning for time series classification: a review
2019 Standout
MetaboAnalyst 5.0: narrowing the gap between raw spectra and functional insights
2021 Standout
A literature review and classification of recommender systems research
2012
Works of Lars Schmidt-Thieme being referenced
Personalized Ranking for non-uniformly sampled items
2011
Factorization Models for Forecasting Student Performance
2011
Scalable Gaussian process-based transfer surrogates for hyperparameter optimization
2017
Data Analysis and Decision Support
2005
Buried pipe localization using an iterative geometric clustering on GPR data
2013
Taxonomy-driven computation of product recommendations
2004
Learning Taxonomic Relations from Heterogeneous Evidence
2004
Scalable Classification of Repetitive Time Series Through Frequencies of Local Polynomials
2014
Tag recommendations in social bookmarking systems
2008
Perceived Task-Difficulty Recognition from Log-file Information for the Use in Adaptive Intelligent Tutoring Systems
2016
Challenges at the Interface of Data Analysis, Computer Science, and Optimization
2012
Recommender system for predicting student performance
2010
Fast classification of univariate and multivariate time series through shapelet discovery
2015
Guest Editors' Introduction: Recommender Systems
2007
Recommender Systems Based on User Navigational Behavior in the Internet
2002
Beyond Manual Tuning of Hyperparameters
2015