Search Results - "Data mining methods and algorithms"

Data Mining - methods and algorithms, summary

Authors: Olga V. Fridman

Source: Transaction Kola Science Centre. 12:91-103

Uporaba metod in algoritmov podatkovnega rudarjenja za ocenjevanje kreditnega tveganja ; The use of data mining methods and algorithms for credit risk assessment: an example of peer-to-peer marketplace lending

Authors: Pintarič, Peter Lončarski, Igor

Contributors: Pintarič, Peter Lončarski, Igor

Subject Terms: bančništvo, kreditiranje, kreditna sposobnost, boniteta, ocene, podatki, rudarjenje podatkov, algoritmi, metode, case study, Lending Club, banking, crediting, credit rating, reliability, evaluation, data, data mining, algorithms, methods, info:eu-repo/classification/udc/004.6

File Description: text/url

Relation: https://plus.cobiss.net/cobiss/si/sl/bib/25395942

Availability: https://repozitorij.uni-lj.si/IzpisGradiva.php?id=113992
https://repozitorij.uni-lj.si/Dokument.php?id=126105&dn=
https://plus.cobiss.net/cobiss/si/sl/bib/25395942
https://hdl.handle.net/20.500.12556/RUL-113992

Random Forests for multiclass classification: Random MultiNomial Logit

Authors: A. PRINZIE D. VAN DEN POEL

Source: Prinzie, A & Van den Poel, D 2008, ' Random Forests for multiclass classification: Random MultiNomial Logit ', Expert Systems with Applications, vol. 34, no. 3, pp. 1721-1732 . https://doi.org/10.1016/j.eswa.2007.01.029

Subject Terms: 0301 basic medicine, 03 medical and health sciences, multiclass classifier design and evaluation, feature evaluation and selection, data mining methods and algorithms, customer relationship management (CRM), 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 15. Life on land, Customer relationship management (CRM), Feature evaluation and selection, Multiclass classifier design and evaluation, Data mining methods and algorithms, 12. Responsible consumption

Access URL: https://research.manchester.ac.uk/en/publications/c912dd8e-9ed8-4e6e-8511-0750ae72ff8e
https://doi.org/10.1016/j.eswa.2007.01.029
http://wps-feb.ugent.be/Papers/wp_07_435.pdf

Studentų akademinės sėkmės nuotolinėse studijose prognozavimo galimybės taikant duomenų tyrybą

Authors: Kukštys, Artūras Punys, Vytenis

Contributors: Kukštys, Artūras Punys, Vytenis

Subject Terms: duomenų tyryba, 4. Education, data mining methods and algorithms, academic success, akademinė sėkmė, duomenų tyrybos metodai ir algoritmai, prognozavimas, prediction, data mining

File Description: application/pdf

Access URL: https://vb.ktu.edu/KTU:ELABAETD167975364&prefLang=en_US

Studentų akademinės sėkmės nuotolinėse studijose prognozavimo galimybės taikant duomenų tyrybą / ; The possibilities for predicting students’ academic success in distance studies using data mining.

Authors: Kukštys, Artūras Punys, Vytenis

Contributors: Kukštys, Artūras Punys, Vytenis

Subject Terms: academic success, prediction, data mining, data mining methods and algorithms

File Description: application/pdf

Relation: https://epubl.ktu.edu/object/elaba:167975364/167975364.pdf; https://vb.ktu.edu/KTU:ELABAETD167975364&prefLang=en_US

Availability: https://vb.ktu.edu/KTU:ELABAETD167975364&prefLang=en_US

Exploring data mining techniques for network intrusion detection: A comprehensive analysis.

Authors: Agarwal, Shreya Agarwal, Surbhi Tiwari, Ankit Kumar et al.

Source: AIP Conference Proceedings; 2024, Vol. 3005, p1-13, 13p

Subject Terms: DATA mining, SUPPORT vector machines, GENETIC algorithms, COMPUTER networks, COMPUTER systems, INTRUSION detection systems (Computer security)

Fractal analysis of semantically distributed data.

Authors: Kantardzic, Mehmed Sadeghian, Pedram

Source: International Journal of General Systems. Jan2009, Vol. 38 Issue 1, p73-91. 19p. 8 Diagrams, 5 Charts.

Subject Terms: *DATA mining, *MATHEMATICAL analysis, *DATA, *DISTRIBUTION (Probability theory), *ALGORITHMS

Review of Customer Churn Analysis Studies in Telecommunications Industry.

Alternate Title: Telekomünikasyon Sektöründe Müşteri Ayrılma Tahmin Analizi Çalışmaları Derlemesi. (Turkish)

Authors: Kayaalp, Fatih

Source: Karaelmas Science & Engineering Journal / Karaelmas Fen ve Mühendislik Dergisi; 2017, Vol. 7 Issue 2, p696-705, 10p

Subject Terms: TELECOMMUNICATION, DATA mining, SUBSCRIPTION services, CUSTOMER relationship management, PROBABILITY theory

Topic Modeling of a Text Document Using Processed Document Term Matrix (PDTM)

Authors: Mohsin Manshad Abbasi A. P. Beltiukov

Source: Intellekt. Sist. Proizv.. 22:24-31

A priority queueing-inventory approach for inventory management in multi-channel service retailing using machine learning algorithms.

Authors: Abdali, Nasser Heidari, Saeideh Alipour-Vaezi, Mohammad et al.

Source: Kybernetes; 2025, Vol. 54 Issue 5, p2563-2591, 29p

Subject Terms: MACHINE learning, QUEUING theory, CUSTOMER satisfaction, SYSTEMS theory, INVENTORY control

Memory Structures and Organization in Case-Based Reasoning.

Authors: Bichindaritz, I.

Source: Case-based Reasoning on Images & Signals; 2008, p175-194, 20p

Data Mining Open Source Tools - Review.

Authors: Saravanan, V. Pushpalatha, C. Ranjithkumar, C.

Source: International Journal of Advanced Research in Computer Science; Jul-Aug2014, Vol. 5 Issue 6, p231-235, 5p

Subject Terms: DATA analysis, STATISTICS, TOOLS, CONTENT mining, DATA mining

Combining hierarchical clustering approaches using the PCA method

Authors: Jafarzadegan, M Safi-Esfahani, F Beheshti, Z

Index Terms: 01 Mathematical Sciences, 08 Information and Computing Sciences, 09 Engineering, Journal Article

URL: http://hdl.handle.net/10453/183745
Expert Systems with Applications
10.1016/j.eswa.2019.06.064

A comparative analysis of biclustering algorithms for gene expression data.

Authors: Eren, Kemal Deveci, Mehmet Küçüktunç, Onur et al.

Source: Briefings in Bioinformatics; May2013, Vol. 14 Issue 3, p279-292, 14p, 3 Charts, 5 Graphs

Subject Terms: GENE expression, ALGORITHM research, DNA microarrays, DATA mining, MOLECULAR genetics

Mathematical and intellectual methods of assessing the creditworthiness of individuals

Authors: Anastasiya Vladimirovna Kostikova Yuliya Andreevna Saykina Alexandra Andreevna Popova

Source: Vestnik of Astrakhan State Technical University. Series: Economics. 2024:127-137

Subject Terms: 0502 economics and business, 05 social sciences, 0211 other engineering and technologies, 02 engineering and technology

Combining hierarchical clustering approaches using the PCA method.

Authors: Jafarzadegan, Mohammad Safi-Esfahani, Faramarz Beheshti, Zahra

Source: Expert Systems with Applications. Dec2019, Vol. 137, p1-10. 10p.

Subject Terms: *AGGREGATION operators, *EXPERT systems, *DATA mining, *MACHINE learning

From resources to sustainability: a practice-based view of net zero economy implementation in small and medium business-to-business firms.

Authors: Bag, Surajit

Source: Benchmarking: An International Journal; 2024, Vol. 31 Issue 6, p1876-1894, 19p

Subject Terms: SMALL business, SUSTAINABILITY, ORGANIZATIONAL learning, STRUCTURAL equation modeling, KNOWLEDGE management, EMPLOYEE training

Geographic Terms: SOUTH Africa

Cybersecurity Threat Intelligence Using Data Mining and Artificial Intelligence Techniques.

Authors: Deshkar, Milind S. Jadhav, Vijaya

Source: International Conference on Ongoing Research in Management & IT; 2024, p408-425, 18p

Subject Terms: INTERNET security, DATA mining, ARTIFICIAL intelligence, INFORMATION sharing, DATA analytics

Prediction and Management of Physical Injuries Caused by Gym Equipment and Facilities Using a Support Vector Machine (SVM) Algorithm.

Authors: Bagheri, Javad Shahlaei

Source: Journal of Research in Sport Management & Marketing; Spring2024, Vol. 5 Issue 2, p76-86, 11p

Subject Terms: SUPPORT vector machines, LEG injuries, SPORTS facility management, OLDER athletes, ARM injuries, SPORTS business, TURF management

Educational data mining and learning analytics: a review of educational management in e-learning.

Authors: Rabelo, Anaile Rodrigues, Marcos W. Nobre, Cristiane et al.

Source: Information Discovery & Delivery; 2024, Vol. 52 Issue 2, p149-163, 15p