The Weka data mining software
An Update
Datos Bibliográficos
| ID | 23375341 |
|---|---|
| Autores | Mark Hall (0000-0002-1399-8362, Pentaho Corporation, Orlando, FL), Eibe Frank (0000-0001-6152-7111, University of Waikato), Geoffrey Holmes (0000-0003-0433-8925, University of Waikato), Bernhard Pfahringer (0000-0002-3732-5787, University of Waikato), Peter Reutemann (0000-0002-1226-0948, University of Waikato), Ian H Witten (0000-0001-6428-8988, University of Waikato) |
| Año | 2009 |
| Volumen | 11 |
| Número | 1 |
| Páginas | 10-18 |
| Fecha de publicación | 2009-11-16 |
| Peer Reviewed | Sí |
| Open Access | Sí |
| Tipo | ARTICLE |
| Revista | ACM SIGKDD Explorations Newsletter (JOURNAL) |
| Identificadores de la revista | ISSN: 1931-0145 • E-ISSN: 1931-0153 |
| Editorial | Association for Computing Machinery (ACM) (PUBLISHER) |
| DOI | 10.1145/1656274.1656278 |
| OpenAlex | W2133990480 |
| Idioma | EN |
| Citas recibidas | 139 |
| Referencias citadas | 19 |
More than twelve years have elapsed since the first public release of WEKA. In that time, the software has been rewritten entirely from scratch, evolved substantially and now accompanies a text on data mining [35]. These days, WEKA enjoys widespread acceptance in both academia and business, has an active community, and has been downloaded more than 1.4 million times since being placed on Source-Forge in April 2000. This paper provides an introduction to the WEKA workbench, reviews the history of the project, and, in light of the recent 3.6 stable release, briefly discusses what has been added since the last stable version (Weka 3.4) released in 2003.
Data mining · Data science · Open source software · Operating system · Software engineering · Workbench · World Wide Web · Advanced Database Systems and Queries · Computer Science · Data Management and Algorithms · Data Mining Algorithms and Applications · Software
Intersection of gender and class in the assessment of self-rated health in the Spanish population
Aporte a los estudios paleoambientales del Valle de Ambato (Catamarca) a partir de la reconstrucción del Paleo NDVI (442-1998 AD)
Detecting and Tracking Political Abuse in Social Media
Tendencias Y Tipologías
Cognitive effort and different task foci in post-editing of machine translation
Where's the harm? Screening student evaluations of teaching for offensive, threatening or distressing comments
Cacophony
Automatizing chromatic quality assessment for cultural heritage image digitization
Flexible multi-layer spoken dialogue corpora
Dealing With Information Overload in Multifaceted Personal Informatics Systems
Papel Do Corpus De Estudo No Aprimoramento Descritivo Da Complementaridade Informacional Multidocumento
Pharmacy refill adherence outperforms self-reported methods in predicting HIV therapy outcome in resource-limited settings
Enhancing Computer Students’ Academic Performance Through Explanatory Modeling
Finer resolution observation and monitoring of global land cover
DBSCAN Revisited, Revisited
The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets
Explaining prediction models and individual predictions with feature contributions
Measuring Syntactic Complexity in L2 Writing Using Fine‐Grained Clausal and Phrasal Indices
Element order in Old English and Old High German translations
A Step Forward in Identifying Socially Desirable Respondents
Linking repeat lidar with Landsat products for large scale quantification of fire-induced permafrost thaw settlement in interior Alaska
Understanding global climate change scenarios through bioclimate stratification
Discovering Automated Lexicography
Randomized trial on the effects of an EMDR intervention on traumatic and obsessive symptoms during the Covid-19 quarantine
Randomized Trial on the Effects of a Group EMDR Intervention on Narrative Complexity and Specificity of Autobiographical Memories
Predicting the 14-Day Hospital Readmission of Patients with Pneumonia Using Artificial Neural Networks (ANN)
Introducing Machine Learning to Detect Personality Faking-Good in a Male Sample
Saúde Mental Do Trabalhador E O Alto Custo Da Assistência Médica
How to Improve Compliance with Protective Health Measures during the Covid-19 Outbreak
The Detection of Malingering
Foot Position Measurement during Assistive Motion for Sit-to-Stand Using a Single Inertial Sensor and Shoe-Type Force Sensors
Prediction of Indoor Air Temperature Using Weather Data and Simple Building Descriptors
A Euclidean Group Assessment on Semi-Supervised Clustering for Healthcare Clinical Implications Based on Real-Life Data
Narrative and Database Analysis
Are Fake Images Bothering You on Social Network? Let Us Detect Them Using Recurrent Neural Network
A Systematic Review of Predicting Elections Based on Social Media Data
Identifying Rising Stars via Supervised Machine Learning
Explainable Machine Learning for Data Extraction Across Computational Social System
Data Mining Approach to Predict Success of Secondary School Students
Exploring the Intersection of AI, Language, and Law
A bibliometric analysis of worldwide educational artificial intelligence research development in recent twenty years
Automatic Density-Based Clustering for Operational Modal Analysis
“What are they not telling me?” Learning machine learning
Predicting completion of massive open online course (Mooc) assignments from video viewing behavior
Investigating the truthfulness of autobiographical events through mouse dynamics
An Uncertainty Thermometer to Measure the Macroeconomic‐Financial Risk in South American Countries
Effects of lifestyle behaviours and depressed mood on sleep quality in young adults. A machine learning approach
Spotting faked 5 stars ratings in E-Commerce using mouse dynamics
Untangling chaos in discussion forums
Detecting faking-good response style in personality questionnaires with four choice alternatives
The detection of faked identity using unexpected questions and choice reaction times
High-resolution urban change modeling and flood exposure estimation at a national scale using open geospatial data
The position of the genitive in Old English prose
Automatic voice emotion recognition of child-parent conversations in natural settings
Satellite-based Machine Learning modelling of Ecosystem Services indicators
Credit evaluation solutions for social groups with poor services in financial inclusion
Continuing to Explore the Multidimensional Nature of Lexical Sophistication
Redefining Recidivism Prediction
A non-intrusive load monitoring system using multi-label classification approach
Automated cognitive health assessment in smart homes using machine learning
A smartphone sensors-based personalized human activity recognition system for sustainable smart cities
Simplified automatic prediction of the level of damage to similar buildings affected by river flood in a specific area
Bilingual reference production
Automatic Affect Perception Based on Body Gait and Posture
Interpretation of Social Touch on an Artificial Arm Covered with an EIT-based Sensitive Skin
Analyzing the Impact of Different Feature Queries in Active Learning for Social Robots
Obsidian Subsource Identification in the S ierra de P achuca and O tumba Volcanic Regions, C entral M exico, by ICP ‐ MS and DBSCAN Statistical Analysis
Ecosystem modeling using artificial neural networks
Machine Learning for collagen peptide biomarker determination in the taxonomic identification of archaeological fish remains
Attributes beyond Attitudes
Alfabetización mediática y co-innovación en la microempresa
Towards learner performance evaluation in iVR learning environments using eye-tracking and Machine-learning
A Study on the Pedagogical Components of Massive Online Courses
Predicting the churn patterns of monetizers and non-monetizers
Automatic recognition of males and females among web browser users based on behavioural patterns of peripherals usage
Deforestation in the Ayeyarwady Delta and the conservation implications of an internationally-engaged Myanmar
Automatic Identification and Production of Related Words for Historical Linguistics
Reflection of Demographic Background on Word Usage
Graph-Based Word Alignment for Clinical Language Evaluation
Parsing Models for Identifying Multiword Expressions
Mining Parallel Corpora from Sina Weibo and Twitter
Parsing Argumentation Structures in Persuasive Essays
Identification of Multiword Expressions by Combining Multiple Linguistic Information Sources
Learning Entailment Relations by Global Graph Structure Optimization
An analytics approach to exploring the link between ICT development and affordability
Ontology-driven scene interpretation based on qualitative spatial reasoning
Agricultural land acquisitions unlikely to address the food security needs of African countries
Improving text summarization of online hotel reviews with review helpfulness and sentiment
Caracterização Da Complementaridade Temporal
Smart Urban Planning
Who rejects depathologization? Attitudes of Russian-speaking trans people toward revision of the International Classification of Diseases
Influence of Heavy Snow on the Feeding Behavior of Japanese Macaques ( Macaca Fuscata ) in Northern Japan
The usefulness of the Sequence Alignment Methods in validating rule-based activity-based forecasting models
At the Heart of Neurological Dimensionality
Corpus-Based Methods for Recognizing the Gender of Anthroponyms
Utilização de aprendizado de máquina para classificação de perfis de consumidores de energia elétrica nas regiões do Brasil
A supervised learning approach to link prediction in Twitter
Attribute selection for improving spam classification in online social networks
Improving detection of untrustworthy online reviews using ensemble learners combined with feature selection
Deception detection in Twitter
| Obras citantes distintas | 139 |
|---|---|
| Citas por año | 9,27 |
| Intervalo de citas | 2011 - 2026 (16) |
| Velocidad de citación | current |
| Altamente citado | Sí |
| Tipos de cita | Neutras: 128 |