JoWUA

Volume 14

User Activity Analysis Via Network Traffic Using DNN and Optimized Federated Learning based Privacy Preserving Method in Mobile Wireless Networks

Authors: Dr.R. Udayakumar, Dr. Suvarna Yogesh Pansambal, Dr. Yogesh Manohar Gajmal, Dr.V.R. Vimal and Dr.R. Sugumar

DOI: 10.58346/JOWUA.2023.I2.006

Pages: 66-81

Keywords: User Activity Analysis, Network Traffic, Deep Neural Network, Optimized, Federated Learning, Meadow Wolf Optimization and Mobile Wireless Networks.

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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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Optimization of Depression Level Detection Based on Noninvasive Parameters with Artificial Neural Network

Authors: E. Latifah, A. Fathjri Wisesa, N. Adi Pramono and T. Chusniyah

DOI: 10.58346/JOWUA.2023.I4.006

Pages: 74-83

Keywords: Depression Level, Noninvasive, Physical Parameters

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Enhancing Security in Mobile Ad Hoc Networks: Enhanced Particle Swarm Optimization-driven Intrusion Detection and Secure Routing Algorithm

Authors: Nikitina Vlada, Raúl A. Sánchez-Ancajima, Miguel Ángel Torres Rubio, Walter Antonio Campos- Ugaz, Anibal Mejía Benavides, María Del Rocío Hende-Santolaya and Jacqueline C. Ponce-Meza

DOI: 10.58346/JOWUA.2023.I3.006

Pages: 77-88

Keywords: MANET, Intrusion Detection, Secure Routing, Particle Swarm Optimization, Cluster Head, Confidence Values.

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Impact of Artificial Intelligence in Improving the Effectiveness of Accounting Information Systems

Authors: Ikin Solikin and Deni Darmawan

DOI: 10.58346/JOWUA.2023.I2.007

Pages: 82-93

Keywords: Artificial Intelligence, Accounting Audit, Accounting Information Systems.

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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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Routing in Mobile ad Hoc Networks Using Machine Learning Techniques

Authors: Dr. Orchu Aruna, Sk. Sameerunnisa and Ramachandran Vedantham

DOI: 10.58346/JOWUA.2023.I4.007

Pages: 84-95

Keywords: Mobile Adhoc Networks, Machine Learning, Routing, Security.

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Strengthening IoT Intrusion Detection through the HOPNET Model

Authors: Chandrababu Majjaru and K. Senthilkumar

DOI: 10.58346/JOWUA.2023.I3.007

Pages: 89-102

Keywords: Intrusion Detection, Neural Networks, Intrusion Type Classification, Cloud Security, Internet of Things, Feature Extraction

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Utilization of Motion Sensors to Reduce Electricity Consumption in Buildings

Authors: Yayuk Suprihartini, Taryana, Andiyan, Pandu Adi Cakranegara and Dani Dwiyandana

DOI: 10.58346/JOWUA.2023.I2.008

Pages: 94-108

Keywords: Toilet, Automation, Lighting, PLN Electricity, Motion Sensor, Algorithm.

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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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