Search Results - "Data Mining Techniques and Applications"

A comparative study on data mining models for weather forecasting: A case study on Chittagong, Bangladesh

Authors: Mohammad Sadman Tahsin Shahriar Abdullah Musaddiq Al Karim et al.

Source: Natural Hazards Research, Vol 4, Iss 2, Pp 295-303 (2024)

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Environmental Engineering, Support vector machine, Rainfall-Runoff Modeling, Geophysics. Cosmic physics, Social Sciences, Receiver operating characteristic, Management Science and Operations Research, Weather forecasting, Decision Sciences, Forecasting Models, Hydrological Modeling using Machine Learning Methods, Data Mining Techniques and Applications, Machine learning, 11. Sustainability, Temporal Data Mining, 14. Life underwater, Weather prediction, Data mining, QE1-996.5, Precision and recall, Naive Bayes classifier, QC801-809, 4. Education, Temperature, FOS: Environmental engineering, Geology, Predicting Stock Market Trends and Movements, Cross-validation, 15. Life on land, Computer science, C4.5 algorithm, Confusion matrix, Model Performance, 13. Climate action, Environmental Science, Physical Sciences, Computer Science, Information Systems, Forecasting

Access URL: https://doaj.org/article/46e68f1a323841429b6fa4081f5734c1

Comparison between classification algorithms using a multiple correspondence analysis with python

Authors: Labdaoui Ahlam Mekki Soundes

Source: Boletim da Sociedade Paranaense de Matemática, Vol 42 (2024)

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Non-negative Matrix Factorization, 01 natural sciences, 7. Clean energy, 12. Responsible consumption, Data Mining Techniques and Applications, Support Vector Machines, 11. Sustainability, QA1-939, Temporal Data Mining, Feature Selection, 0101 mathematics, 10. No inequality, Dimensionality Reduction, 4. Education, Python (programming language), Computer science, Programming language, Algorithm, Computer Science, Physical Sciences, 8. Economic growth, Computer Vision and Pattern Recognition, Face Recognition and Dimensionality Reduction Techniques, Mathematics, Information Systems

Access URL: https://doaj.org/article/9876edc68e5f42cc996d29c85c527b49

MAT-CA: a tool for Multiple Aspect Trajectory Clustering Analysis

Authors: Santos, Yuri Giuliani, Ricardo Portela, Tarlis et al.

Source: EMODE '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Methods for Enriched Mobility Data: Emerging issues and Ethical perspectives, pp. 40–43, Hamburg, Germany, 13/11/2023
info:cnr-pdr/source/autori:Santos Y.; Giuliani R.; Portela T.; Renso C.; Carvalho J./congresso_nome:EMODE '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Methods for Enriched Mobility Data: Emerging issues and Ethical perspectives/congresso_luogo:Hamburg, Germany/congresso_data:13%2F11%2F2023/anno:2023/pagina_da:40/pagina_a:43/intervallo_pagine:40–43
EMODE '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Methods for Enriched Mobility Data: Emerging issues and Ethical perspectives 2023
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Methods for Enriched Mobility Data: Emerging issues and Ethical perspectives 2023

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Semantic Trajectories, Astronomy, Trajectory Data Mining and Analysis, Trajectory, Multiple aspects trajectories, Clustering, Hierarchical clustering, Systems engineering, Clustering Algorithms, Task (project management), Cluster analysis, Engineering, Information Visualization, Data Mining Techniques and Applications, 11. Sustainability, FOS: Mathematics, Data mining, Visualization, Curse of dimensionality, Spatial Analysis, Data visualization, Physics, 4. Education, Pure mathematics, 15. Life on land, Computer science, Semantic trajectories, Dimension (graph theory), Information Visualization and Visual Data Mining, Trajectory Data Mining, Signal Processing, Computer Science, Physical Sciences, Computer Vision and Pattern Recognition, Mathematics, Information Systems

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Association analysis using the mining of positive and negative association rules

Authors: Đỗ Văn Thành Ha Dinh Thi Phuong Truong Duc

Source: Knowledge and Information Systems. 67:7193-7225

Subject Terms: FOS: Computer and information sciences, Genotype, Association (psychology), Pattern Recognition, Gene, 12. Responsible consumption, Artificial Intelligence, Data Mining Techniques and Applications, Temporal Data Mining, Genetics, Type-2 Fuzzy Logic Systems and Applications, Psychology, Data mining, Biology, Association rule learning, Single-nucleotide polymorphism, 9. Industry and infrastructure, 1. No poverty, Computer science, Association Rules, FOS: Psychology, FOS: Biological sciences, Computer Science, Physical Sciences, 8. Economic growth, Genetic association, Psychotherapist, Information Systems

Covering-based $$(\alpha , \beta )$$-multi-granulation bipolar fuzzy rough set model under bipolar fuzzy preference relation with decision-making applications

Authors: Rizwan Gul Muhammad Shabir Ahmad N. Al‐Kenani

Source: Complex & Intelligent Systems, Vol 10, Iss 3, Pp 4351-4372 (2024)

Subject Terms: FOS: Computer and information sciences, Relation (database), Rough Sets Theory and Applications, Artificial intelligence, Psychometrics, Granulation, Bipolar fuzzy preference relation, Fuzzy Rough Sets, Information technology, Alpha (finance), Preference, Engineering, Information Granulation, Data Mining Techniques and Applications, FOS: Mathematics, Preference relation, Data mining, MCDM, BFP $$\delta $$ δ C-OMG-BFRS, Computational intelligence, BETA (programming language), Probabilistic Rough Sets, Construct validity, 4. Education, Statistics, QA75.5-76.95, T58.5-58.64, 16. Peace & justice, Computer science, BFP $$\delta $$ δ C-PMG-BFRS, Programming language, Fuzzy logic, Geotechnical engineering, Computational Theory and Mathematics, Rough set, Electronic computers. Computer science, Computer Science, Physical Sciences, Mathematics, Information Systems

Access URL: https://doaj.org/article/d7bd4877271c4f50bc9f128fa9fcf3de

Determinación de Perfiles Profesionales Mediante Técnicas de Minería de Datos

Authors: María José Rodríguez Ojeda

Source: Ciencia Latina Revista Científica Multidisciplinar. 8:4452-4470

Subject Terms: FOS: Computer and information sciences, Humanities, Philosophy, Data Mining Techniques and Applications, Computer Science, Physical Sciences, Temporal Data Mining, FOS: Humanities, Information Systems, FOS: Philosophy, ethics and religion

Developing a Linked Open Data Platform for Folktales in the Greater Mekong Subregion

Authors: Treepidok Ngootip Paiboon Manorom Wirapong Chansanam et al.

Source: Emerging Science Journal, Vol 7, Iss 6, Pp 1937-1953 (2023)

Subject Terms: FOS: Computer and information sciences, greater mekong subregion, Open Educational Resources and Learning Object Repositories, SPARQL, RDF, 12. Responsible consumption, knowledge organization, Artificial Intelligence, Data Mining Techniques and Applications, 11. Sustainability, T1-995, 14. Life underwater, Technology (General), Semantic Web, H1-99, linked open data platform, Linked data, 9. Industry and infrastructure, 1. No poverty, 15. Life on land, Computer science, Computer Science Applications, Social sciences (General), World Wide Web, Linked Data, Computer Science, Physical Sciences, 8. Economic growth, folktales, Semantic Web and Ontology Development, Information Systems

Access URL: https://doaj.org/article/08d616e47f5b44dd85f86b15efb918f4

DEVELOPMENT OF AN ENHANCED C4.5 DECISION TREE ALGORITHM USING A MEMOIZED MAPREDUCE MODEL

Authors: Florence Paul Afolayan A. Obiniyi F. Armand Donfack-Kana et al.

Source: FUDMA JOURNAL OF SCIENCES. 7:156-164

Subject Terms: FOS: Computer and information sciences, Parallel computing, Hyperparameter Optimization, Volume (thermodynamics), Categorical variable, Mathematical analysis, Quantum mechanics, 7. Clean energy, Learning with Noisy Labels in Machine Learning, Artificial Intelligence, Data Mining Techniques and Applications, Machine learning, Temporal Data Mining, Decision tree, FOS: Mathematics, Data Mining, Variable (mathematics), Data mining, Physics, Decision Trees, 15. Life on land, Computer science, Algorithm, Cache, Computer Science, Physical Sciences, Computation, Tree (set theory), Mathematics, Information Systems, Robust Learning

A Novel Curated Scholarly Graph Connecting Textual and Data Publications

Authors: Ornella Irrera Andrea Mannocci Paolo Manghi et al.

Source: ACM journal of data and information quality (Online) 15 (2023). doi:10.1145/3597310
info:cnr-pdr/source/autori:Irrera O.; Mannocci A.; Manghi P.; Silvello G./titolo:A novel curated scholarly graph connecting textual and data publications/doi:10.1145%2F3597310/rivista:ACM journal of data and information quality (Online)/anno:2023/pagina_da:/pagina_a:/intervallo_pagine:/volume:15
Journal of Data and Information Quality

Subject Terms: FOS: Computer and information sciences, Data curation, Data Stream Management Systems and Techniques, Computer Networks and Communications, Scholarly knowledge graphs, 05 social sciences, Data enrichment, Computer science, Graph, Data science, World Wide Web, Theoretical computer science, Artificial Intelligence, Data Mining Techniques and Applications, Computer Science, Physical Sciences, Information retrieval, Open science, 0509 other social sciences, Semantic Web and Ontology Development, Dataset, Information Systems

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Classification and Prioritization of Tasks in Public Administration

Authors: Raúl Isea Raul, Isea

Contributors: Raúl Isea Raul, Isea

Source: Journal of Current Scientific Research. 2:18-23

Subject Terms: FOS: Computer and information sciences, Rough Sets Theory and Applications, Prioritization, Artificial intelligence, Intelligence artificial, Decision Analysis, Public Administration, FOS: Political science, Matrix (chemical analysis), Test (biology), Operations research, 7. Clean energy, 0302 clinical medicine, Engineering, Decision tree model, Decision tree, Psychology, Confusion, Political science, 4. Education, 05 social sciences, 16. Peace & justice, 0506 political science, FOS: Psychology, Computational Theory and Mathematics, Physical Sciences, Tree (set theory), Priority Matrix, Information Systems, Composite material, Tree decision, FOS: Law, [INFO] Computer Science [cs], Mathematical analysis, Psychoanalysis, 12. Responsible consumption, 03 medical and health sciences, Data Mining Techniques and Applications, FOS: Mathematics, Biology, Decision Trees, Paleontology, Computer science, Administration (probate law), Materials science, Management science, Confusion matrix, 13. Climate action, Computer Science, Law, Mathematics

File Description: application/pdf

Access URL: https://hal.science/hal-04143651v1
https://doi.org/10.14302/issn.2766-8681.jcsr-23-4526
https://hal.science/hal-04143651v1/document

Predictive soil-crop suitability pattern extraction using machine learning algorithms

Authors: Kristine T. Soberano Jeffric S. Pisueña Shara Mae R. Tee et al.

Source: International Journal of ADVANCED AND APPLIED SCIENCES. 10:8-16

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Soil salinity, Support vector machine, Agricultural engineering, Plant Science, Management, Monitoring, Policy and Law, Soil fertility, 01 natural sciences, Environmental science, Agricultural and Biological Sciences, Engineering, Data Mining Techniques and Applications, Soil Evaluation, Machine learning, Soil water, Crop Suitability, 0105 earth and related environmental sciences, Soil science, 2. Zero hunger, Naive Bayes classifier, Decision Trees, Crop Yield Prediction, Life Sciences, Land Suitability, Land-Use Suitability Assessment Using GIS, 15. Life on land, Precision Agriculture Technologies, Computer science, 6. Clean water, Algorithm, Soil test, Environmental Science, Physical Sciences, Computer Science, Information Systems, Random forest

Grafos de Emparelhamento de Arestas

Authors: H. C. Silva C. Mendes de Jesus Juan Souto Coelho

Source: Trends in Computational and Applied Mathematics, Vol 24, Iss 2 (2023)

Subject Terms: FOS: Computer and information sciences, Physics, 4. Education, FOS: Humanities, Statistical Machine Translation and Natural Language Processing, 16. Peace & justice, Computação científica, 7. Clean energy, Grafos, Language Modeling, FOS: Philosophy, ethics and religion, Humanities, Philosophy, Artificial Intelligence, 13. Climate action, Data Mining Techniques and Applications, Emparelhamento de arestas, Computer Science, Physical Sciences, QA1-939, Geometria e topologia, 14. Life underwater, Mathematics, Information Systems

Access URL: https://doaj.org/article/24f0a92d799b4e83aaae30d8bbbe7cb1

Economic Decision-Making Using Rough Topological Structures

Authors: Mostafa A. El-Gayar Radwan Abu-Gdairi Mostafa K. El-Bably et al.

Source: Journal of Mathematics, Vol 2023 (2023)

Subject Terms: FOS: Computer and information sciences, Relation (database), Rough Sets Theory and Applications, Artificial intelligence, Environmental Decision Making, Social Sciences, Group Decision Making, 02 engineering and technology, Multi-Criteria Decision Making, Management Science and Operations Research, Decision Sciences, Data Mining Techniques and Applications, QA1-939, FOS: Mathematics, Binary relation, 0202 electrical engineering, electronic engineering, information engineering, Data mining, Topology (electrical circuits), Probabilistic Rough Sets, Arithmetic, Decision Trees, Discrete mathematics, Computer science, Computational Theory and Mathematics, Combinatorics, Computer Science, Physical Sciences, Telecommunications, Rough Sets, Binary number, Mathematics, Information Systems, Frame (networking)

File Description: text/xhtml

Access URL: https://doaj.org/article/f4f15977fc434db9b7eb288bfc9f9e56

A New Approach for Optimizing the Extraction of Association Rules

Authors: Bilal Bouaita Abdesselem Beghriche Akram Kout et al.

Source: Engineering, Technology & Applied Science Research. 13:10496-10500

Subject Terms: FOS: Computer and information sciences, Rough Sets Theory and Applications, Artificial intelligence, Decision Analysis, Association (psychology), Trajectory Data Mining and Analysis, 02 engineering and technology, Epistemology, Database, Knowledge extraction, Data Mining Techniques and Applications, Machine learning, 0202 electrical engineering, electronic engineering, information engineering, Data mining, Association rule learning, Database transaction, Knowledge Discovery, Computer science, Association Rules, FOS: Philosophy, ethics and religion, Top-k Query Processing, Philosophy, Computational Theory and Mathematics, Computer Science, Physical Sciences, Signal Processing, Knowledge Reduction, Information Systems

Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities

Authors: Zaineb Chelly Dagdia Vânia Bogorny Chelly Dagdia, Zaineb

Contributors: Zaineb Chelly Dagdia Vânia Bogorny Chelly Dagdia, Zaineb

Source: Annals of computer science and information systems, Vol 32, Pp 65-72 (2022)

Subject Terms: FOS: Computer and information sciences, Function Approximation, Rough Sets Theory and Applications, Sequential Patterns, Information privacy, Astronomy, FOS: Political science, Trajectory, Granular Computing, FOS: Law, Information technology, 02 engineering and technology, [INFO] Computer Science [cs], 7. Clean energy, Data science, 12. Responsible consumption, Artificial Intelligence, Information Granulation, Computer security, Data Mining Techniques and Applications, 11. Sustainability, 0202 electrical engineering, electronic engineering, information engineering, Privacy protection, Feature Selection, Political science, Physics, Politics, QA75.5-76.95, Neural Network Fundamentals and Applications, 15. Life on land, T58.5-58.64, 16. Peace & justice, Computer science, Computational Theory and Mathematics, Electronic computers. Computer science, Computer Science, Physical Sciences, 8. Economic growth, Internet privacy, Representation (politics), Law, Information Systems

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Access URL: https://uvsq.hal.science/hal-03723133v1
https://doaj.org/article/88e89fec536749cc855b7890b6ab4f7d

Particle Swarm Optimization Method Combined with off Policy Reinforcement Learning Algorithm for the Discovery of High Utility Itemset

Authors: K. Logeswaran P. Suresh S. Anandamurugan

Source: Information Technology and Control. 52:25-36

Subject Terms: FOS: Computer and information sciences, High Utility Itemsets, Artificial intelligence, Geography, Particle swarm optimization, Mathematical optimization, Handling Imbalanced Data in Classification Problems, Computer science, 7. Clean energy, Artificial Intelligence, Data Mining Techniques and Applications, Computer Science, Physical Sciences, Reinforcement learning, Machine learning, Temporal Data Mining, FOS: Mathematics, Benchmark (surveying), Mathematics, Geodesy, Information Systems

Clustering objects for spatial data mining: a comparative study

Authors: Youssef Fakir Rachid Elayachi Btissam MAHI

Source: Journal of Big Data Research. 1:1-11

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Trajectory Data Mining and Analysis, 7. Clean energy, Clustering Algorithms, Cluster analysis, Artificial Intelligence, Data Mining Techniques and Applications, Document Clustering, 11. Sustainability, FOS: Mathematics, CURE data clustering algorithm, Data mining, Medoid, Data Clustering Techniques and Algorithms, 4. Education, Statistics, Spatial analysis, Correlation clustering, 15. Life on land, Semi-supervised Clustering, Computer science, Computer Science, Physical Sciences, Signal Processing, Object (grammar), Stream Data Clustering, Density-based Clustering, Mathematics, Information Systems, Spatial database

Mining Weighted Sequential Patterns Based on Prefix-Tree and Prism Encoding

Authors: Thi-Thiet Pham Thuy-Duong Thi Vu Tai-Du Nguyen et al.

Source: Vietnam Journal of Computer Science, Vol 10, Iss 03, Pp 357-372 (2023)

Subject Terms: FOS: Computer and information sciences, Rough Sets Theory and Applications, Sequential Patterns, Artificial intelligence, Pattern recognition (psychology), Biochemistry, Gene, Sequential pattern, prefix tree, Sequence database, Sequential Pattern Mining, Text Compression and Indexing Algorithms, 4. Education, Prefix, T58.5-58.64, FOS: Philosophy, ethics and religion, Programming language, Algorithm, Chemistry, Frequent Patterns, Computational Theory and Mathematics, Data structure, Physical Sciences, Tree (set theory), Trie, Information Systems, High Utility Itemsets, Geometry, Set (abstract data type), Information technology, Mathematical analysis, Artificial Intelligence, Data Mining Techniques and Applications, Temporal Data Mining, FOS: Mathematics, Genetics, Constraint (computer-aided design), Encoding (memory), Data mining, Biology, Decision Trees, Linguistics, QA75.5-76.95, Computer science, Philosophy, Electronic computers. Computer science, FOS: Biological sciences, Computer Science, FOS: Languages and literature, sequence database, weighted constraints, Mathematics, Sequence (biology)

Access URL: https://doaj.org/article/d2ac12fabbe049d28f76dee13fb456b1

Large Scale Data Using K-Means

Authors: Raheela zaib OURLIS Ourabah

Source: Mesopotamian Journal of Big Data. 2023:36-45

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Data pre-processing, Scale (ratio), Trajectory Data Mining and Analysis, Cluster (spacecraft), 02 engineering and technology, Quantum mechanics, 7. Clean energy, Data science, Clustering Algorithms, Cluster analysis, Artificial Intelligence, Data Mining Techniques and Applications, Machine learning, 11. Sustainability, 0202 electrical engineering, electronic engineering, information engineering, K-means, Data mining, Preprocessor, Data Clustering Techniques and Algorithms, Curse of dimensionality, Physics, Data point, Centroid, 15. Life on land, Computer science, Dimensionality reduction, Programming language, Top-k Query Processing, Algorithm, Computer Science, Physical Sciences, Signal Processing, High-Dimensional Data, Density-based Clustering, Information Systems

Attribute Reduction for Information Systems via Strength of Rules and Similarity Matrix

Authors: M. H. Eid T. Medhat Manal E. Ali

Source: Computer Systems Science and Engineering. 45:1531-1544

Subject Terms: FOS: Computer and information sciences, Composite material, Rough Sets Theory and Applications, Artificial intelligence, Decision Analysis, FOS: Political science, Trajectory Data Mining and Analysis, Matrix (chemical analysis), Geometry, Set (abstract data type), FOS: Law, 02 engineering and technology, Selection (genetic algorithm), Information Granulation, Data Mining Techniques and Applications, Machine learning, FOS: Mathematics, Image (mathematics), 0202 electrical engineering, electronic engineering, information engineering, Similarity (geometry), Feature Selection, Data mining, Political science, Politics, 16. Peace & justice, Computer science, Materials science, Programming language, Computational Theory and Mathematics, Categorization, Trajectory Data Mining, Rough set, Computer Science, Physical Sciences, Signal Processing, Reduction (mathematics), Knowledge Reduction, Representation (politics), Law, Mathematics, Information Systems