JoWUA

Volume 14

Application of Boosting Technique with C4.5 Algorithm to Reduce the Classification Error Rate in Online Shoppers Purchasing Intention

Authors: Ading Sunarto, Putri Nilam Kencana, Baliyah Munadjat, Iriana Kusuma Dewi, Ali Zaenal Abidin and Robbi Rahim

DOI: 10.58346/JOWUA.2023.I2.001

Pages: 01-11

Keywords: Adaboost, Boosting, Datamining, Classification, Improving Accuracy.

Abstract Download

Energy-aware and Context-aware Fault Detection Framework for Wireless Sensor Networks

Authors: Rosa Clavijo-López, Jesús Merino Velásquez, Wayky Alfredo Luy Navarrete, Cesar Augusto Flores Tananta, Dorothy Luisa Meléndez Morote, Maria Aurora Gonzales Vigo and Doris Fuster- Guillén

DOI: 10.58346/JOWUA.2023.I3.001

Pages: 01-13

Keywords: Wireless Sensor Networks, Super Cluster Head, EE-FLACH, Context-aware Faults, Extra-Trees Algorithm, Energy-aware Faults.

Abstract Download

Improved Secure IoTs-Based Visual Computing with Image Processing and Artificial Intelligence Techniques for Accurate Predicting of Novel COVID

Authors: Asmaa Abbas Ajwad, Ammar Abdulrahman Ahmed, Muntaha Kamal, Refed Adnan Jaleel and Marium Basheer Mahmood

DOI: 10.58346/JOWUA.2023.I1.001

Pages: 1-14

Keywords: IoT, Privacy, COVID-19, CT Images, Neural Network

Abstract Download

Reducing False Negative Intrusions Rates of Ensemble Machine Learning Model based on Imbalanced Multiclass Datasets

Authors: Salim Q. Mohammed and Mohammed A. ElSheikh Hussein

DOI: 10.58346/JOWUA.2023.I2.002

Pages: 12-30

Keywords: False Negative (FN), Intrusion Detection Systems (IDS), Supervised Machine Learning, Multiclass Classification and Random Forest Classifier (RFC).

Abstract Download

Data Optimization using PSO and K-Means Algorithm

Authors: Abdul Rahmat, Ahmad Arif Nurrahman, Susatyo Adhi Pramono, Dadi Ahmadi, Winci Firdaus and Robbi Rahim

DOI: 10.58346/JOWUA.2023.I3.002

Pages: 14-24

Keywords: Foreign Tourist, Data Mining, K-Means, Particle Swarm Optimization, DBI.

Abstract Download

A Novel Video-on-Demand Caching Scheme using Hybrid Fuzzy Logic Least Frequency and Recently Used with Support Vector Machine

Authors: Sovannarith Heng, Phet Aimtongkham and Chakchai So-In

DOI: 10.58346/JOWUA.2023.I1.002

Pages: 15-36

Keywords: Fuzzy Logic, Least Frequency Used, Least Recently Used, Hybrid Model, Cache Replacement, Soft Computing, Support Vector Machine, Video Caching.

Abstract Download

Enhancing User Experiences in Ubiquitous Soft Computing Environments with Fuzzy Agent Middleware

Authors: V. Naren Thiruvalar, R. Yamini, Dr.M.A.P. Manimekalai, Dr. I Wayan Suryasa and S. Sugapriya

DOI: 10.58346/JOWUA.2023.I3.003

Pages: 25-35

Keywords: Ubiquitous Computing, Fuzzy, Middleware, User Experiences, Intelligent Agents.

Abstract Download

Key Frame Extraction Based on Real-Time Person Availability Using YOLO

Authors: S. Bharathi, M. Senthilarasi and K. Hari

DOI: 10.58346/JOWUA.2023.I2.003

Pages: 31-40

Keywords: Key Frame, Surveillance Video, Absolute Difference, Entropy, Optical Flow, Yolo.

Abstract Download

Efficient Hybrid CNN Method to Classify the Liver Diseases

Authors: Venugopal Reddy Modhugu

DOI: 10.58346/JOWUA.2023.I3.004

Pages: 36-47

Keywords: Liver Disease, Hybrid CNN, Metabolism, Deep Learning, Fully Convolutional Network, Classification.

Abstract Download

Location Aware DFS Scheduling Based Improved Quality of Service Maximization with IoT Devices in Cloud

Authors: G. John Samuel Babu and M. Baskar

DOI: 10.58346/JOWUA.2023.I1.003

Pages: 37-49

Keywords: Location Service, Scheduling, Smart Devices, Cloud Computing, LADFS-QM, QoS Maximization.

Abstract Download