Results 111 to 120 of about 23,893 (215)

APPLICATION OF DATA MINING USING THE C4.5 ALGORITHM AND THE K-NEAREST NEIGHBOR (KNN)

IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
Direct cash assistance is a governmental or social institution intervention that provides financial aid directly to individuals or families in need. To streamline this process, a system is necessary to convert data into predictive information regarding ...
Nurmayanti Nurmayanti, Supriyanto Supriyanto, Merri Parida, Sartika Sartika   +3 more
doaj   +1 more source

Classification of Bank Customers by Data Mining: a Case Study of Mellat Bank branches in Shiraz [PDF]

International Journal of Management, Accounting and Economics, 2016
This research predicts through studying significant factors in customer relationship management and applying data mining in bank. Financial institutions and other firms in competitive market need to follow proper understanding of customer behavior ...
Dariush Farid, Hojjatollah Sadeghi, Elahe Hajigol, Nadiya Parirooy   +3 more
doaj  

Application of SMOTE-ENN Method in Data Balancing for Classification of Diabetes Health Indicators with C4.5 Algorithm

Jurnal Sisfokom
Data imbalance in health datasets often leads to decreased performance of classification models, especially in detecting minority classes such as diabetics.
Bakti Putra Pamungkas, Muhammad Jauhar Vikri, Ita Aristia Sa'ida   +2 more
doaj   +1 more source

Diabetes Classification Algorithm Optimization Using Particle Swarm Optimization on Naïve Bayes, C4.5 and Random Forest

Jurnal Sisfokom
The global rise in diabetes prevalence presents a significant public health concern, emphasizing the need for accurate and efficient early detection systems.
Reffy Maulana, Eliyani Eliyani
doaj   +1 more source

Student's Skills Competency Test Prediction Using C4.5 Algorithm [PDF]

Proceedings of the Proceedings of the 7th Mathematics, Science, and Computer Science Education International Seminar, MSCEIS 2019, 12 October 2019, Bandung, West Java, Indonesia, 2020
Ultach Enri, Jajam Jaman, Muhammad Ananda   +2 more
openaire   +1 more source

Improving Performance of KNN and C4.5 using Particle Swarm Optimization in Classification of Heart Diseases

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Heart disease is a major problem that must be overcome for human life. In recent years, the volume of medical data related to heart disease has increased rapidly, and various heart disease data has collaborated with information technology such as machine
Pareza Alam Jusia, Abdul Rahim, Herti Yani, Jasmir Jasmir   +3 more
doaj   +1 more source

Interpretation of Clinical Data Based on C4.5 Algorithm for the Diagnosis of Coronary Heart Disease. [PDF]

Healthc Inform Res, 2016
Wiharto W, Kusnanto H, Herianto H.
europepmc   +1 more source

Comparative Analysis of C4.5 and Random Forest for Analyzing Factors Affecting Undergraduate Students’ Final Project Completion in Higher Education

Journal of Innovation Information Technology and Application
This study analyzes factors influencing students’ final project completion status in a higher education context using six classification models: C4.5, Random Forest (RF), C4.5 with SMOTE, RF with SMOTE, Cost-Sensitive Random Forest (RF-CS), and Cost ...
Nelci Dessy Rumlaklak, Derwin Rony Sina, Tifanny Sooai   +2 more
doaj   +1 more source

Evolving Neural-Symbolic Systems Guided by Adaptive Training Schemes: Applications in Finance. [PDF]

, 2007
Athanasios Tsakonas, Clark P., Fahrmeir L., Georgios Dounias, Koza J., Koza J. R., Lavrac N., Quinlan J. R., Quinlan J. R., Singleton A., Teh H.-H.   +10 more
core   +1 more source

A novel adaptive hybrid intrusion detection system with lightweight optimization for enhanced security in internet of medical things. [PDF]

Sci Rep
Saeed H, Naseer M, Rasool A, Alsirhani A, Alserhani F, Alwakid GN, Ullah F, Naeem H, Zhao Y.   +8 more
europepmc   +1 more source