yusuke1997/dblp-id-title huggingface dataset:
Deep learning in histopathology: A review
Neuromorphic Computing and Applications: A Topical Review
Artificial intelligence for climate change adaptation
Practical and theoretical aspects of mixture-of-experts modeling: An overview
Deep learning for sentiment analysis: successful approaches and future challenges
Predictive analysis of real-time strategy games: A graph mining approach
The lattice-based approaches for mining association rules: a review
Multilabel feature selection: A comprehensive review and guiding experiments
Reverse engineering of gene regulatory networks from biological data
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics
Healthcare 4.0: A review of frontiers in digital health
Benchmarking in classification and regression
Multispectral data mining: A focus on remote sensing satellite images
Active learning with support vector machines
Role of sentiment analysis in social media security and analytics
Process discovery from event data: Relating models and logs through abstractions
A comprehensive review on updating concept lattices and its application in updating association rules
Revisiting evolutionary algorithms in feature selection and nonfuzzy/fuzzy rule based classification
Cable joint fault detection for the ring main unit based on an adaptive TNPE algorithm
Data mining and machine learning in textile industry
Learning decision trees through Monte Carlo tree search: An empirical evaluation
Anomaly detection by robust statistics
A survey on machine learning based light curve analysis for variable astronomical sources
Machine learning methods for generating high dimensional discrete datasets
Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory
Recent trends in machine learning for human activity recognition - A survey
Big data analytics for security and criminal investigations
Transforming big data into smart data: An insight on the use of the k-nearest neighbors algorithm to obtain quality data
Support vector machines in engineering: an overview
Discovery of behavioral patterns in online social commerce practice
Causability and explainability of artificial intelligence in medicine
Big data analytics - A review of data-mining models for small and medium enterprises in the transportation sector
An introduction to algorithmic differentiation
Bayesian treed response surface models
On the accuracy of linear regression routines in some data mining packages
Geospatial Data Clustering in Network Space: A Survey
A review on client selection models in federated learning
Distributed clustering of ubiquitous data streams
Multivariate random forests
The use of machine learning in sport outcome prediction: A review
Advances in Feature Selection Using Memetic Algorithms: A Comprehensive Review
An overview of social network analysis
A Systematic Review on Process Mining for Curricular Analysis
A Delaunay diagram-based Min-Max CP-Tree algorithm for Spatial Data Analysis
Tutorial on biological networks
Mining the online infosphere: A survey
Churn prediction in Turkey's telecommunications sector: A proposed multiobjective-cost-sensitive ant colony optimization
Bias in human data: A feedback from social sciences
Mining large medical claims database to identify high-risk patients: The case of antidepressant utilization
Fuzzy machine learning and data mining
Data mining and crime analysis
Temporal interval pattern languages to characterize time flow
Algorithms for hierarchical clustering: an overview, II
A survey on association rules mining using heuristics
Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy
An overview of online based platforms for sharing and analyzing electrophysiology data from big data perspective
Navigating the metaverse: A technical review of emerging virtual worlds
A survey of fuzzy web mining
A survey of online video advertising
Data mining in foreign language learning
Concurrent software architectures for exploratory data analysis
Addressing privacy concerns with wearable health monitoring technology
Soft clustering for information retrieval applications
Methods and tools for causal discovery and causal inference
Application of Explainable Artificial Intelligence (XAI) Techniques in Patients With Intracranial Hemorrhage: A Systematic Review
Genetic algorithms for clustering and fuzzy clustering
Energy forecasting tools and services
Analysis and mining of online social networks: emerging trends and challenges
A survey and taxonomy of adversarial neural networks for text-to-image synthesis
Interpretable and explainable machine learning: A methods-centric overview with concrete examples
A white paper on good research practices in benchmarking: The case of cluster analysis
A review of bus arrival time prediction using artificial intelligence
Automatic synthesis of fuzzy systems: An evolutionary overview with a genetic programming perspective
Protecting Sensitive knowledge in association patterns mining
Survey of neural network-based models for short-term traffic state prediction
Trained convolutional neural network based on selected beta filters for Arabic letter recognition
Bias in data-driven artificial intelligence systems - An introductory survey
Machine learning for pest detection and infestation prediction: A comprehensive review
A dynamic-adversarial mining approach to the security of machine learning
An overview on the evolution and adoption of deep learning applications used in the industry
An overview of current developments and methods for identifying diabetic foot ulcers: A survey
Expression of Concern: Wang, C., Zhang, Q., Liu, W., Liu, Y. & Miao, L. Facial feature discovery for ethnicity recognition. WIREs Data Mining Knowl. Discov. 9 e1278 (2019)
Dimensionality Reduction for Data Analysis With Quantum Feature Learning
Time series motif discovery: dimensions and applications
Cover Image, Volume 7, Issue 4
A novel methodology for Arabic news classification
Predicting disease-associated genes: Computational methods, databases, and evaluations
Review of automated time series forecasting pipelines
A feature selection for video quality of experience modeling: A systematic literature review
From shallow feature learning to deep learning: Benefits from the width and depth of deep architectures
AI-Assisted Literature Review: Integrating Visualization and Geometric Features for Insightful Analysis
Tunnel crack detection using coarse-to-fine region localization and edge detection
The benefits and drawbacks of data mining technologies
Replaying history on process models for conformance checking and performance analysis
A survey of digital circuit testing in the light of machine learning
Advancements in Q-learning meta-heuristic optimization algorithms: A survey
Market Basket Analysis algorithms with MapReduce
Similarity-based data mining in files of two-dimensional chemical structures using fingerprint measures of molecular resemblance
A Survey on Efficient Vision-Language Models
Data mining of functional RNA structures in genomic sequences
Deep learning for remote sensing image classification: A survey
Privacy-preserving record linkage
Internet of Things and data analytics: A current review
Correction to "Expression of Concern: Wang, C., Zhang, Q., Liu, W., Liu, Y. & Miao, L. Facial feature discovery for ethnicity recognition. WIREs Data Mining Knowl. Discov . 9, e1278 (2019). https://doi.org/10.1002/widm.1278"
Mining flexible-receptor molecular docking data
Text-based question answering from information retrieval and deep neural network perspectives: A survey
Fuzzy trees and forests - Review
Table understanding approaches for extracting knowledge from heterogeneous tables
Digital twins in healthcare: Applications, technologies, simulations, and future trends
Computational tools for protein-DNA interactions
Graph-based methods for protein structure comparison
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013-2023)
Inference enterprise models: An approach to organizational performance improvement
Explainable artificial intelligence: an analytical review
Review on Information Fusion-Based Data Mining for Improving Complex Anomaly Detection
Performance evaluation in non-intrusive load monitoring: Datasets, metrics, and tools - A review
Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review
The evolution of frailty assessment using inertial measurement sensor-based gait parameter measurements: A detailed analysis
Incremental association rule mining: a survey
Mapping the Landscape of Personalization: A Comprehensive Review of Prediction and Trends in Recommendation Systems
Statistical and Machine Learning Approaches for Electrical Energy Forecasting
Privacy preserving big data analytics: A critical analysis of state-of-the-art
Analyzing genomic data: understanding the genome
Scalable machine-learning algorithms for big data analytics: a comprehensive review
Online streaming feature selection with incremental feature grouping
A survey of biodiversity informatics: Concepts, practices, and challenges
Clustering on heterogeneous networks
Educational data mining and learning analytics: An updated survey
A review on data fusion in multimodal learning analytics and educational data mining
Identifying patterns in spatial information: A survey of methods
Machine learning applied to tourism: A systematic review
Advances in data stream mining
Predicting the dynamics of social circles in ego networks using pattern analysis and GA K-means clustering
Leukemia blast cell identification
Machine learning methods for predicting tumor response in lung cancer
Data discretization: taxonomy and big data challenge
Segmentation techniques for the summarization of individual mobility data
A new anchor word selection method for the separable topic discovery
Classification systems in dynamic environments: an overview
Trace Encoding Techniques for Multi-Perspective Process Mining: A Comparative Study
Prepyramidal clustering and Robinsonian dissimilarities: one-to-one correspondences
Phylogenetic networks: a new form of multivariate data summary for data mining and exploratory data analysis
Social network analysis: An overview
Stacked denoising autoencoders for sentiment analysis: a review
Analytical strategies for estimating suppressed and missing data in large regional and local employment, population, and transportation databases
Smart city maturity models: A multidimensional synthesized approach
Incorporating domain ontology information into clustering in heterogeneous networks
A comprehensive survey of personal knowledge graphs
Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology
Data visualization by nonlinear dimensionality reduction
Designing and deploying insurance recommender systems using machine learning
Open source intelligence extraction for terrorism-related information: A review
Relationship-based access control: More than a social network access control model
Overview on evolutionary subgroup discovery: analysis of the suitability and potential of the search performed by evolutionary algorithms
A Survey on Causal Inference-Driven Data Bias Optimization in Recommendation Systems: Principles, Opportunities and Challenges
Sentiment analysis for mining texts and social networks data: Methods and tools
A survey of Web crawlers for information retrieval
A survey on datasets for fairness-aware machine learning
On the determinants of Uber accessibility and its spatial distribution: Evidence from Uber in Philadelphia
Big data processing tools: An experimental performance evaluation
On the dynamics of user engagement in news comment media
A systematic review of multidimensional relevance estimation in information retrieval
Evolutionary design of decision trees
Large-scale data mining using genetics-based machine learning
Neuromorphic vision: From sensors to event-based algorithms
A review on multimodal zero-shot learning
Data mining privacy preserving: Research agenda
Application-Based Review of Soft Computational Methods to Enhance Industrial Practices Abetted by the Patent Landscape Analysis
Algorithms for hierarchical clustering: an overview
Smartphones for public transport planning and recommendation in developing countries - A review
Hierarchical third-order tensor decomposition through inverse difference pyramid based on the three-dimensional Walsh-Hadamard transform with applications in data mining
Tensor decompositions and data fusion in epileptic electroencephalography and functional magnetic resonance imaging data
Comparing programming languages for data analytics: Accuracy of estimation in Python and R
A Conceptual Framework for Human-Centric and Semantics-Based Explainable Event Detection
Open issues for partitioning clustering methods: an overview
Frequent itemset mining: A 25 years review
An Overview of Heterogeneous Social Network Analysis
Taxonomy of machine learning paradigms: A data-centric perspective
Mining of protein contact maps for protein fold prediction
Knowledge graph-driven data processing for business intelligence
Modeling and inference of genetic interactions
Gene expression modular analysis: an overview from the data mining perspective
Introduction to neural network-based question answering over knowledge graphs
A Literature Review of Textual Cyber Abuse Detection Using Cutting-Edge Natural Language Processing Techniques: Language Models and Large Language Models
The use of decision trees for cost-sensitive classification: an empirical study in software quality prediction
Smart city big data analytics: An advanced review
Does a language model "understand" high school math? A survey of deep learning based word problem solvers
Deepfake detection using deep learning methods: A systematic and comprehensive review
Contrast and change mining
Investigation of PM10 prediction utilizing data mining techniques: Analyze by topic
Evolutionary computation for training set selection
A survey on artificial intelligence in histopathology image analysis
Behavioral fingerprinting of Internet-of-Things devices
Introducing WIREs data mining and knowledge discovery
Computational communication research
O-MedAL: Online active deep learning for medical image analysis
A survey of pattern mining in dynamic graphs
Method evaluation, parameterization, and result validation in unsupervised data mining: A critical survey
Evolving fuzzy systems for data streams: a survey
Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective
Forensic intelligence and the analytical process
Combined mining: Analyzing object and pattern relations for discovering and constructing complex yet actionable patterns
The role of lifelong machine learning in bridging the gap between human and machine learning: A scientometric analysis
Ethical issues when using digital biomarkers and artificial intelligence for the early detection of dementia
Data analytics for internet of things: A review
Blockchain for explainable and trustworthy artificial intelligence
Transforming Disaster Risk Reduction With AI and Big Data: Legal and Interdisciplinary Perspectives
How AI Contributes to Poverty Alleviation: A Systematic Literature Review
Multidimensional compressed sensing and their applications
Data stream mining in ubiquitous environments: state-of-the-art and current directions
Subgroup identification for precision medicine: A comparative review of 13 methods
Automatic question generation
Uncertainty quantification for multilabel text classification
Software mining and fault prediction
Internet of Things and data mining: From applications to techniques and systems
Predicting the ratings of Amazon products using Big Data
Knowledge discovery in data streams with regression tree methods
Continuous authentication using biometrics: An advanced review
Data mining for energy systems: Review and prospect
Onset of a conceptual outline map to get a hold on the jungle of cluster analysis
The use of classification trees for bioinformatics
Density-based clustering
Weak Supervision: A Survey on Predictive Maintenance
FiRePat - Finding Regulatory Patterns between sRNAs and Genes
Combating disinformation in a social media age
Multimodal sentimental analysis for social media applications: A comprehensive review
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works
Machine intelligence in dynamical systems: \A state-of-art review
Generating ensembles of heterogeneous classifiers using Stacked Generalization
Machine Learning and Deep Learning Techniques to Detect Mental Stress Using Various Physiological Signals: A Critical Insight
A survey on online kernel selection for online kernel learning
Predicting home sale prices: A review of existing methods and illustration of data stream methods for improved performance
A 2021 update on cancer image analytics with deep learning
Reflecting on a Decade of Evolution: MapReduce-Based Advances in Partitioning-Based, Hierarchical-Based, and Density-Based Clustering (2013-2023)
Time series analysis via network science: Concepts and algorithms
Clustering approaches for high-dimensional databases: A review
Decoding cognitive health using machine learning: A comprehensive evaluation for diagnosis of significant memory concern
Cover Image, Volume 7, Issue 6
Visual pattern discovery in image and video data: a brief survey
A topic modeling-based bibliometric exploration of automatic summarization research
Identifying community structure in a multi-relational network employing non-negative tensor factorization and GA k-means clustering
A Guide to Machine Learning Epistemic Ignorance, Hidden Paradoxes, and Other Tensions
An overview on evolutionary algorithms for many-objective optimization problems
Mining association rules for admission control and service differentiation in e-commerce applications
Surveying the reach and maturity of machine learning and artificial intelligence in astronomy
Artificial Intelligence-Based Waste Management: A Review of Classification, Techniques, Issues, and Challenges
An enhanced feature-based sentiment analysis approach
Current trends in modeling host-pathogen interactions
Hyperparameters and tuning strategies for random forest
Use of artificial intelligence algorithms to predict systemic diseases from retinal images
Subspace clustering
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
Automatic segmentation to characterize anthropometric parameters and cardiovascular indicators in children
A survey of erasable itemset mining algorithms
Trending machine learning models in cyber-physical building environment: A survey
Cover Image, Volume 8, Issue 6
Knowledge representation and processing with formal concept analysis
Evolutionary design of decision trees for medical application
Educational data science in massive open online courses
Exploring the convergence of Metaverse, Blockchain, and AI: A comprehensive survey of enabling technologies, applications, challenges, and future directions
Outlier detection
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017)
A taxonomy of automatic differentiation pitfalls
Mining uncertain data
Long Document Classification in the Transformer Era: A Survey on Challenges, Advances, and Open Issues
Data stream analysis: Foundations, major tasks and tools
Cover Image, Volume 8, Issue 5
Meta-Heuristic Optimization for the Multi-Classification of Chronic Disease: A Review With Machine Learning Perspectives
A geometric framework for outlier detection in high-dimensional data
Data and syntax centric anomaly detection for relational databases
A survey on federated learning in data mining
Epidemiological challenges in pandemic coronavirus disease (COVID-19): Role of artificial intelligence
Deep learning for sentiment analysis: A survey
Clustering of nonstationary data streams: A survey of fuzzy partitional methods
On the application of machine learning in astronomy and astrophysics: A text-mining-based scientometric analysis
Fuzzy frameworks for mining data associations: fuzzy association rules and beyond
Clustering mixed data
Data mining-based tag recommendation system: an overview
Clustering genes with expression and beyond
How to cheat the page limit
Multivariate image mining
A review of reasoning characteristics of RDF-based Semantic Web systems
Business Analytics in Customer Lifetime Value: An Overview Analysis
Critical insights into modern hyperspectral image applications through deep learning
Vehicle Damage Detection Using Artificial Intelligence: A Systematic Literature Review
Data-driven approach to application programming interface documentation mining: A review
Big data analytics in single-cell transcriptomics: Five grand opportunities
A survey of autonomous monitoring systems in mental health
An overview of interactive visual data mining techniques for knowledge discovery
Rough clustering
Self-organizing maps for latent semantic analysis of free-form text in support of public policy analysis
Analysis and prediction of hotel ratings from crowdsourced data
Algorithmic Profiling and Facial Recognition in EU Border Control: Examining ETIAS Decision-Making, Privacy and Law
Adversarial Attacks in Explainable Machine Learning: A Survey of Threats Against Models and Humans
A review of mammographic region of interest classification
A literature review on satellite image time series forecasting: Methods and applications for remote sensing
Subgroup discovery
Multi-label learning: a review of the state of the art and ongoing research
Maritime anomaly detection: A review
Mining data with random forests: current options for real-world applications
On the discovery of association rules by means of evolutionary algorithms
Accelerating data mining workloads: current approaches and future challenges in system architecture design
The Role of Causality in Explainable Artificial Intelligence
Knowledge-based approaches for identity management in online social networks
Multivariate temporal data analysis - a review
Survey on establishing the optimal number of factors in exploratory factor analysis applied to data mining
Data mining in education
Machine learning from crowds: A systematic review of its applications
Subgraph mining in a large graph: A review
Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks
Big data analytics: Machine learning and Bayesian learning perspectives - What is done? What is not?
The use of gene expression datasets in feature selection research: 20 years of inherent bias?
Cloud-based data streams optimization
Dynamic clustering with soft computing
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020-2022
Change detection in dynamic attributed networks
Predictive data mining in clinical medicine: a focus on selected methods and applications
Clustering high dimensional data
Distance-preserving dimensionality reduction
On the application of sequential pattern mining primitives to process discovery: Overview, outlook and opportunity identification
Model selection and error estimation without the agonizing pain
Application of Wavelet Transformation and Artificial Intelligence Techniques in Healthcare: A Systemic Review
Extraction, correlation, and abstraction of event data for process mining
A study of methodological issues in design and development of rule-based systems: proposal of a new approach
Gaining insights in datasets in the shade of "garbage in, garbage out" rationale: Feature space distribution fitting
Ensembles of case-based reasoning classifiers in high-dimensional biological domains
Association rule hiding methods
A survey of game theoretic approach for adversarial machine learning
ExplainFix: Explainable spatially fixed deep networks
A comprehensive review on Arabic word sense disambiguation for natural language processing applications