JoWUA

Volume 14 Issue 1

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

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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.

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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.

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Implementation of Feature Selection and Data Split using Brute Force to Improve Accuracy

Authors: Mahmud Mustapa, Ummiati Rahmah, Pandu Adi Cakranegara, Winci Firdaus, Dendi Pratama and Robbi Rahim

DOI: 10.58346/JOWUA.2023.I1.004

Pages: 50-59

Keywords: Classification, Feature Selection, Brute Force, YouTube Spam Collection, Naive Bayes.

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An Ensemble-based Machine Learning Model for Investigating Children Interaction with Robots in Childhood Education

Authors: Doris Fuster-Guillén, Oscar Gustavo Guadalupe Zevallos, Juan Sánchez Tarrillo, Silvia Josefina Aguinaga Vasquez, Miguel A. Saavedra-López and Ronald M. Hernández

DOI: 10.58346/JOWUA.2023.I1.005

Pages: 60-68

Keywords: Artificial Intelligence, Childhood Education, Multimodal Data, Ensemble ML.

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Application of Neural Networks in the Medical Field

Authors: Sofiene Mansouri

DOI: 10.58346/JOWUA.2023.I1.006

Pages: 69-81

Keywords: Artificial Neural Networks (ANNs), Artificial Intelligence (AI), Convolutional Neural Network (CNN), Electronic Health Record (EHR), Deep Neural Networks (DNN)

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Mobile-computer Vision Model with Deep Learning for Testing Classification and Status of Flowers Images by using IoTs Devices

Authors: Iman Mohammed Burhan, Qusay Abboodi Ali, Inass Shahadha Hussein and Refed Adnan Jaleel

DOI: 10.58346/JOWUA.2023.I1.007

Pages: 82-94

Keywords: Classification, IoTs, Deep Learning, Markov Random Fields, Status of Flowers

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Effective Machine-Learning Based Traffic Surveillance Moving Vehicle Detection

Authors: Jazem Mutared Alanazi

DOI: 10.58346/JOWUA.2023.I1.008

Pages: 95-105

Keywords: Machine Learning, Discrete Cosine Transform, Traffic Video Monitoring, Robust Local Ternary Pattern (DRLTP)

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Advancement of Banking and Financial Services Employing Artificial Intelligence and the Internet of Things

Authors: Ni Luh Putri Srinadi, Dadang Hermawan and Anak Agung Ngurah Adhi Jaya

DOI: 10.58346/JOWUA.2023.I1.009

Pages: 106-117

Keywords: Artificial Intelligence, Machine Learning, Internet of Things, Financial and Banking Services

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Assessing Learning Behaviors Using Gaussian Hybrid Fuzzy Clustering (GHFC) in Special Education Classrooms

Authors: Dr.R. Udayakumar, Muhammad Abul Kalam, Dr.R. Sugumar and Dr.R. Elankavi

DOI: 10.58346/JOWUA.2023.I1.010

Pages: 118-125

Keywords: Affective State Transition, Unsupervised Learning, Cognitive State Transition, Likelihood Metric, Fuzzy Clustering

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Intelligent Transport System based Blockchain to Preventing Routing Attacks

Authors: Mada Alharbi and Abdulatif Alabdulatif

DOI: 10.58346/JOWUA.2023.I1.011

Pages: 126-143

Keywords: Intelligent Transportation System, Vehicular Ad-hoc Network, Black-hole, Grey-hole, Blockchain, Smart Cities, Smart Contracts, Detection Method

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Application of a Data Mining Model to Predict Customer Defection. Case of a Telecommunications Company in Peru

Authors: Mirko Bruno Vela López, Maria Ysabel Arangurí García, Jessie Leila Bravo Jaico, Ángel Antonio Ruiz-Pico and Ronald M. Hernández

DOI: 10.58346/JOWUA.2023.I1.012

Pages: 144-158

Keywords: Data Mining, Algorithms, Supervised Learning, Classification, Telecommunications, Customer Defection

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A Novel Multi-Layer Sparse Regularizer based GRU Model for Consumer Reviews Summarization

Authors: Sourav Sinha, Dr. Revathi Sathiya Narayanan and Dr. Indrajit Mukherjee

DOI: 10.58346/JOWUA.2023.I1.013

Pages: 159-173

Keywords: Text Summarization, Consumer Reviews, Sparse Regularization

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A Secure Proxy Re-Signature Scheme for IoT

Authors: Vinh Duc Tran, Phi Thuong Le and Viet Cuong Trinh

DOI: 10.58346/JOWUA.2023.I1.014

Pages: 174-188

Keywords: Proxy Re-Signature, Bidirectional, Standard Model, IoT

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Studies on Inspecting Encrypted Data: Trends and Challenges

Authors: Jongkil Kim

DOI: 10.58346/JOWUA.2023.I1.015

Pages: 189-199

Keywords: Deep Packet Inspection, Searchable Encryption, Transport Layer Security

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Load Forecasting for Demand Side Management in Smart Grid using Non-Linear Machine Learning Technique

Authors: C. Bharathi and D. Rekha

DOI: 10.58346/JOWUA.2023.I1.016

Pages: 200-214

Keywords: Smart Grid, Load Forecasting, Non-Linearity, Multivariate Adaptive Regression Splines, Genetic Algorithm.

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