Profile Image
Assist. Prof.

Rabei Raad Ali

Research Interests

Information security

Digital Forensics

Cybersecurity

Image Recovery

Artificial Intelligence (AI)

Gender MALE
Place of Work Technical Engineering College for Computer and AI / Mosul
Position Director of Technology Incubators and Ecosystem Unit
Qualification Ph.D
Speciality Information Technology
Email rabei@ntu.edu.iq
Phone 07701685599
Address AL Kindi, Mosul, Mosul, Iraq
Biography

Dr. Rabei Raad Ali earned a B.Sc. degree in Computer Science from the College of Computer Science and Mathematics, University of Mosul, Iraq, in 2008. He obtained a master’s degree in computer science from the Faculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka (UTeM), Malaysia, in 2012, followed by a Ph.D. in Information Tech-nology from Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, in 2019. From 2013 to 2015, he served as a Lecturer at the University of Raparin, Sulaymaniyah, Iraq. He was a Visiting Assistant Professor in the Department of Computer Science and Engineering at the American University of Ras Al Khaimah (AURAK), United Arab Emirates, in 2021. He worked as a Research Assistant at the Department of Research, National University of Science and Technology (NUST), IRAQ, in 2022. He worked as a Research Assistant at the Department of Information Systems and Security, University United Arab Emirates (UAEU), in 2023. Currently, he holds the position of Assistant Professor at the Department of Computer Engineering Technology, Northern Technical University (NTU), Iraq.

1 +

The Best Paper Award SCDM-2020 Conference

1 +

Medal of Creativity and Academic Excellence

1 +

Top five researcher at the NTU 2023

Skills

Teaching (95%)
English Language (90%)
Writing (95%)
Readin (95%)
Software (90%)
working experience

Academic Qualification

Ph.D. Degree in Computer Science and Information Technology
Jul 1, 2015 - Sep 1, 2019

Information Technology

Master’s Degree in Computer Science and Information Technology
Jul 1, 2010 - Sep 1, 2012

Internetworking

Bachelor’s Degree in Computer Science and Mathematics
Sep 1, 2004 - Jul 1, 2008

Computer Science

Working Experience

Northern Technical University (NTU) [Assistant Professor]
Feb 22, 2023 - Present

United Arab Emirates University (UAEU) [Research Assistant]
May 1, 2023 - Sep 1, 2023

National University of Science and Technology (NUST) [Assistant Professor]
Oct 1, 2021 - Feb 7, 2023

American University of Ras Al Khaimah (AURAK) [Visiting Assistant Professor]
Dec 1, 2020 - Jul 1, 2021

Universiti Tun Hussein Onn Malaysia (UTHM) [Assistant Lecturer]
Feb 1, 2016 - Sep 1, 2019

University of Raparin (UoR) [Assistant Lecturer]
Sep 1, 2013 - Jun 1, 2015

Publications

Testing real-time system algorithms performance on synthetic Data: Analytical study of hard and soft system tasks
May 7, 2025

Journal Edelweiss Applied Science and Technology

publisher Learning Gate

DOI 10.55214/25768484.v9i5.6956

Issue 5

Volume 9

This study compares RMS, EDF, and LLF on synthetic datasets for hard and soft real-time systems to assess their feasibility and effectiveness in supporting real-time systems for various utilization levels. It has been designed to give each algorithm's various strengths, limits, and applicability in real-time application scenarios through total utilization computation and schedule-up-to-do ability analysis. It has been concluded that RMS is not schedulable due to its overutilization, while EDF is infeasible at Total > 1.0 for hard and soft real-time. LLF has limitations due to overutilization and frequent preemptions, making it suitable for soft real-time systems, unlike hard systems, because of the limitations of overutilization and frequent preemptions. RMS and EDF cannot meet deadlines under hard and soft real-time conditions. Future work should focus on hybrid algorithms or load balancing to overcome these limitations and process data in real time without tasks going beyond the time available to them in the CPU.

Read Publication

Enhancing MPEG-1 Video Quality Using Discrete Wavelet Transform (DWT) with Coefficient Factor and Gamma Adjustment
Apr 20, 2025

Journal Jurnal Teknik Informatika (Jutif)

publisher Universitas Jenderal Soedirman

DOI 10.52436/1.jutif.2025.6.2.4422

Issue 2

Volume 6

Read Publication

Enhancing university teaching and learning through integration of artificial intelligence in information and communication technology
Mar 31, 2025

Journal Edelweiss Applied Science and Technology

publisher Learning Gate

DOI 10.55214/25768484.v9i1.4210

Issue 1

Volume 9

Read Publication

Learning Architecture for Brain Tumor Classification Based on Deep Convolutional Neural Network: Classic and ResNet50
Mar 5, 2025

Journal Diagnostics

publisher MDPI

DOI 10.3390/diagnostics15050624

Issue 5

Volume 15

Read Publication

Enhancing Logistics Transparency in Agro-Industry with Trust-Based ME-MCDM Decision Making
Mar 3, 2025

Journal Jurnal Teknik Industri

publisher Petra Christian University

DOI 10.22219/JTIUMM.Vol26.No1.71-90

Issue 1

Volume 26

Read Publication

Delay tolerant data forwarding topology aware routing protocol for multi-UAVs empowered VANETs
Feb 28, 2025

Journal International Journal of Innovative Research and Scientific Studies

publisher Innovative Research Publishing

DOI 10.53894/ijirss.v8i1.5001

Issue 1

Volume 8

Read Publication

A simulation-based approach to automating subnetting for network efficiency
Feb 28, 2025

Journal International Journal of Innovative Research and Scientific Studies

publisher Innovative Research Publishing

DOI 10.53894/ijirss.v8i1.5051

Issue 1

Volume 8

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Training of ICT for educational performance: A systematic review
Feb 21, 2025

Journal International Journal of Innovative Research and Scientific Studies

publisher Innovative Research Publishing

DOI 10.53894/ijirss.v8i1.4873

Issue 1

Volume 8

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FOOTBALL PLAYER TRACKING, TEAM ASSIGNMENT, AND SPEED ESTIMATION USING YOLOV5 AND OPTICAL FLOW
Feb 12, 2025

Journal Jurnal Teknik Informatika (Jutif)

publisher Universitas Jenderal Soedirman

DOI 10.52436/1.jutif.2025.6.1.4165

Issue 1

Volume 6

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Multi-objective Optimization in Satellite-Assisted UAVs
Feb 4, 2025

Journal Journal of Intelligent Systems & Internet of Things

publisher American Scientific Publishing Group (ASPG)

DOI 10.54216/JISIoT.160116

Issue 1

Volume 16

Read Publication

Securing IoT through Intrusion Detection Systems: An Overview
Jan 17, 2025

Journal Journal of Intelligent Systems and Internet of Things

publisher American Scientific Publishing Group (ASPG)

DOI 10.54216/JISIoT.150213

Issue 2

Volume 15

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A compensation of VANETs with UAVs to optimizing the routing strategy
Jan 11, 2025

Journal Edelweiss Applied Science and Technology

publisher Learning Gate

DOI 10.55214/25768484.v9i1.4210

Issue 1

Volume 9

Read Publication

Blockchain and IoTA Tangle for Healthcare Systems
Jan 1, 2025

Journal Cybersecurity and Data Science Innovations for Sustainable Development of HEICC

publisher CRC Press

DOI 10.1201/9781032711300-13

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Monitoring the processing and supply of clean drinking water using the hybrid gateway method based on the Internet of Things
Dec 12, 2024

Journal International Journal of Water

publisher Inderscience Publishers (IEL)

DOI 10.1504/IJW.2024.143290

Issue 2

Volume 16

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A Predictive Analysis of IMDb Movie Reviews Using LSTM and ANN Models
Aug 1, 2024

Journal Journal of Intelligent Systems & Internet of Things

publisher American Scientific Publishing Group (ASPG)

DOI 10.54216/JISIoT.130223

Issue 2

Volume 13

Read Publication

VGG-16 Architecture on CNN For American Sign Language Classification
Jul 29, 2024

Journal Jurnal Teknik Informatika (Jutif)

publisher Universitas Jenderal Soedirman

DOI 10.12487/AMRI.v1i1.xxxxx

Issue 4

Volume 5

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Classification of Red Wine Beverage Quality Using a Support Vector Machine Algorithm Based on Forward Selection as Feature Selection
Jul 10, 2024

Journal International Journal of Engineering Computing Advanced Research

publisher East African Nature and Science Organization

Issue 1

Volume 1

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AI-powered CRM in the post-COVID-19 pandemic
Jun 12, 2024

Journal Customer Relationship Management: Methods, Opportunities and Challenges

publisher Nova Science Publishers, Inc.

DOI 10.52305/WBQR415

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Comparison of densenet-121 and mobilenet for coral reef classification
Mar 8, 2024

Journal MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer

publisher Universitas Muhammadiyah Malang

DOI 10.30812/matrik.v23i2.3683

Issue 2

Volume 23

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Comparative Study of Machine Learning Algorithms for Performing Ham or Spam Classification in SMS
Feb 29, 2024

Journal Scientific Journal of Informatics

publisher Universitas Negeri Semarang

DOI 10.15294/sji.v11i1.47364

Issue 1

Volume 11

Read Publication

Data Mining Application Analyzing Customer Purchase Patterns Using The Apriori Algorithm
Feb 4, 2024

Journal Journal of Applied Intelligent System

publisher Journal of Applied Intelligent System

DOI 10.62411/jais.v9i1.10308

Issue 1

Volume 8

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Intelligent Classification of JPEG files by Support Vector Machines with Content-based Feature Extraction
Jan 1, 2024

Journal Journal of Intelligent Systems & Internet of Things

publisher American Scientific Publishing Group (ASPG)

DOI 10.54216/JISIoT.110101

Issue 1

Volume 11

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Testing data security using a vigenere cipher based on the QR code
Nov 30, 2023

Journal Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control

publisher Universitas Muhammadiyah Malang

DOI 10.22219/kinetik.v8i4.1734

Issue 4

Volume 8

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Milkfish Freshness Classification Using Convolutional Neural Networks Based on Resnet50 Architecture
Oct 31, 2023

Journal Advance Sustainable Science Engineering and Technology

publisher Science and Technology Research Centre Universitas PGRI Semarang

DOI 10.26877/asset.v5i3.17017

Issue 5

Volume 3

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A meta-heuristic method for reassemble bifragmented intertwined JPEG image files in digital forensic investigation
Oct 4, 2023

Journal IEEE Access

publisher IEEE

DOI 10.1109/ACCESS.2023.3321680

Read Publication

TRUST MONITORING FRAMEWORK FOR EFFECTIVE COOPERATION IN SATELLITE ASSISTED UAVS ENABLED VANETS
Sep 15, 2023

Journal Journal of Theoretical and Applied Information Technology

publisher Little Lion Scientific

Issue 17

Volume 101

Read Publication

Path Scheduling and Bandwidth Utilization for Urban Vehicular Adhoc Networks
Sep 3, 2023

Journal Journal of Intelligent Systems and Internet of Things

publisher American Scientific Publishing Group (ASPG)

DOI 10.54216/JISIoT.090209

Issue 2

Volume 9

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Hybrid Optimization with Enhanced QoS-based Path Selection in VANETs
Jul 1, 2023

Journal International Journal of Intelligent Engineering and Systems

publisher Intelligent Network and Systems Society

DOI 10.22266/ijies2023.0831.06

Issue 4

Volume 16

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High PSNR Using Fibonacci Sequences in Classical Cryptography and Steganography Using LSB
Jul 1, 2023

Journal International Journal of Intelligent Engineering and Systems

publisher Intelligent Network and Systems Society

DOI 10.22266/ijies2023.0831.46

Issue 4

Volume 16

Read Publication

Javanese character recognition based on k-nearest neighbor and linear binary pattern features
Sep 29, 2022

Journal Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control

publisher Universitas Muhammadiyah Malang

DOI 10.22219/kinetik.v7i3.1491

Issue 3

Volume 7

Read Publication

Green Chili Quality Classification based on HSV Color Feature with SVM
Apr 1, 2022

Journal (APIT) Application of Information Technology

publisher -

Issue 1

Volume 1

Read Publication

A model for predicting entrepreneurship intentions based on social cognitive theory and entrepreneurship characteristics
Mar 1, 2022

Journal Information Sciences Letters

publisher Natural Sciences Publishing

DOI 10.18576/isl/110215

Issue 2

Volume 11

Read Publication

CNN for Image Identification of Hiragana Based on Pattern Recognition Using CNN
Dec 16, 2021

Journal J. Appl. Intell. Syst

publisher FANAP Research Center

DOI 10.33633/jais.v6i2.4586

Issue 1

Volume 6

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A framework for analyzing the relationships between cancer patient satisfaction, nurse care, patient attitude, and nurse attitude in healthcare systems
Jan 15, 2021

Journal Journal of Ambient Intelligence and Humanized Computing

publisher Springer Berlin Heidelberg

DOI 10.1007/s12652-020-02888-x

Issue 1

Volume 13

Read Publication

RX_myKarve carving framework for reassembling complex fragmentations of JPEG images
Jan 1, 2021

Journal Journal of King Saud University-Computer and Information Sciences

publisher Elsevier

DOI 10.1016/j.jksuci.2018.12.007

Issue 1

Volume 33

Read Publication

Quality management practices of food manufacturers: a comparative study between small, medium and large companies in Malaysia
Sep 18, 2020

Journal Sustainability

publisher MDPI

DOI 10.3390/su12187725

Issue 18

Volume 12

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An analysis of imperceptibility and robustness performance in CRT image watermarking based on color space theory
Mar 1, 2020

Journal Journal of Physics: Conference Series

publisher IOP Publishing

DOI 10.1088/1742-6596/1501/1/012015

Issue 1

Volume 1501

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Dual security method for digital image using HBV encryption and least significant bit steganography
May 1, 2019

Journal Journal of Physics: Conference Series

publisher IOP Publishing

DOI 10.1088/1742-6596/1201/1/012024

Issue 1

Volume 1201

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A review of digital forensics methods for JPEG file carving
Sep 15, 2018

Journal Journal of Theoretical and Applied Information Technology

publisher Little Lion Scientific

Issue 17

Volume 96

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Extreme Learning Machine Classification of File Clusters for Evaluating Content-based Feature Vectors
Mar 22, 2018

Journal International Journal of Engineering and Technology (IJET)

publisher -

DOI 10.14419/ijet.v7i4.36.23738

Issue 4.36

Volume 7

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Conferences

Conferences

Analyzing the Effectiveness of Smartphone Applications on Disease Management and Healthcare Systems
Sep 25, 2024 - Sep 27, 2024

Publisher IEEE

DOI 10.1109/AICT61888.2024.10740443

Country Italy

Location Turin

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A Chaotic Image Encryption Based on Random Noise and Arnold Cat Maps
Sep 21, 2024 - Sep 22, 2024

Publisher IEEE

DOI 10.1109/iSemantic63362.2024.10762216

Country Indonesia

Location Semarang

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A Classification Technique for Online Shoppers' Purchasing Intention
Aug 14, 2024 - Aug 16, 2024

Publisher IEEE

DOI 10.1109/ICL62932.2024.10788661

Country Saudi Arabia

Location Jeddah

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Analysing Technical and Economic Dimensions using AI Techniques
May 14, 2024 - May 15, 2024

Publisher IEEE

DOI 10.1109/ICACITE60783.2024.10617367

Country India

Location Greater Noida

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Design and implement a sustainable wireless smart home based on iot
Mar 19, 2024 - Mar 19, 2024

Publisher AIP Publishing

DOI 10.1063/5.0198730

Country India

Location Mohali

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Federated Learning for Real-Time State Estimation and Dynamic Phasor Analysis in Wide-Area Power Grids
Dec 19, 2023 - Dec 23, 2023

Publisher IEEE

DOI 10.1109/PEEIC59336.2023.10451537

Country India

Location Greater Noida

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Research on Corporate Protection Systems using Advanced Protection Techniques and Information Security
Dec 7, 2023 - Dec 9, 2023

Publisher IEEE

DOI 10.1109/ICERCS57948.2023.10433954

Country India

Location Coimbatore

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Integrating NLP in the Business Decision Support System to Promote Customer Loyalty
Dec 7, 2023 - Dec 9, 2023

Publisher IEEE

DOI 10.1109/ICERCS57948.2023.10434114

Country India

Location Coimbatore

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Connectivity Aware Energy Efficient Routing Protocol for UAVs Assisted Vehicular Ad-Hoc Networks
Oct 18, 2023 - Oct 20, 2023

Publisher IEEE

DOI 10.1109/AICT59525.2023.10313206

Country Azerbaijan

Location Baku

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The Effect of Vehicles Speed on the Performance of VANET Protocol
Oct 14, 2023 - Oct 14, 0202

Publisher IEEE

DOI 10.1109/ICONNIC59854.2023.10467915

Country Indonesia

Location Kediri

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Delay Tolerant and Multipath Reliability for Energy Efficient Heterogeneous VANETs Network
Oct 14, 2023 - Oct 14, 2023

Publisher IEEE

DOI 10.1109/ICONNIC59854.2023.10467490

Country Indonesia

Location Kediri

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The role of service-oriented human-computer interaction of Low-resource, high-efficiency public transit systems
Sep 16, 2023 - Sep 18, 2023

Publisher IEEE

DOI 10.1109/AICERA/ICIS59538.2023.10420081

Country India

Location Kanjirapally

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Javanese Script Single Letters Classification using GoogLeNet Architecture and Adam Optimizer Based on Convolutional Neural Networks (CNN)
Sep 16, 2023 - Sep 17, 2023

Publisher IEEE

DOI 10.1109/iSemantic59612.2023.10295366

Country Indonesia

Location Semarang

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A Comparison of Multi Class Support Vector Machine vs Deep Convolutional Neural Network for Brain Tumor Classification
Sep 16, 2023 - Sep 17, 2023

Publisher IEEE

DOI 10.1109/iSemantic59612.2023.10295336

Country Indonesia

Location Semarang

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Copyright and privacy protection for digital music with the implementation of distributed ledger technology and deep learning
Sep 16, 2023 - Sep 18, 2023

Publisher IEEE

DOI 10.1109/AICERA/ICIS59538.2023.10420167

Country India

Location Kanjirapally

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Examining the Correlation Between Big Data Analytics for Online-to-Offline Market Models: A Research Review
Sep 16, 2023 - Sep 18, 2023

Publisher https://ieeexplore.ieee.org/abstract/document/10420145

DOI 10.1109/AICERA/ICIS59538.2023.10420145

Country India

Location Kanjirapally

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Improved Deep Learning with Metaheuristics Driven COVID-19 Diagnosis on Chest X-Ray Images
Jul 15, 2023 - Jul 16, 2023

Publisher IEEE

DOI 10.1109/IICETA57613.2023.10351403

Country Iraq

Location Al-Najaf

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Modified Snake Optimization Based Robust Steganography with Chaotic Encryption Scheme for Remote Sensing Imagery
Jul 15, 2023 - Jul 16, 2023

Publisher IEEE

DOI 10.1109/IICETA57613.2023.10351456

Country Iraq

Location Al-Najaf

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Exploiting COVID-19 Tweets for Sentiment Analysis Using Chameleon Optimization with Ensemble Learning
Jul 15, 2023 - Jul 15, 2023

Publisher IEEE

DOI 10.1109/IICETA57613.2023.10351385

Country Iraq

Location Al-Najaf

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Symbiotic Organism Search Optimization with Deep Learning based Bite Mark Identification in Forensic Dentistry
Jul 15, 2023 - Jul 16, 2023

Publisher IEEE

DOI 10.1109/IICETA57613.2023.10351436

Country Iraq

Location Al-Najaf

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Robust content authentication and tampering detection of Arabic text transmitted through Internet
Jul 15, 2023 - Jul 16, 2023

Publisher IEEE

DOI 10.1109/IICETA57613.2023.10351462

Country Iraq

Location Al-Najaf

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Deep Learning Based Automated Gait Recognition for Robust Person Reidentification
Jul 15, 2023 - Jul 16, 2023

Publisher IEEE

DOI 10.1109/IICETA57613.2023.10351474

Country Iraq

Location Al-Najaf

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An Integration of Elephant Herding Optimization and Fruit Fly Optimized Algorithm for Energy Conserving in MANET
Jun 9, 2023 - Jun 11, 2023

Publisher IEEE

DOI 10.1109/APSIT58554.2023.10201697

Country India

Location Bhubaneswar

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Trust based Data Dissemination and Queue Management for Vehicular Communication Networks
Jun 9, 2023 - Jun 11, 2023

Publisher IEEE

DOI 10.1109/APSIT58554.2023.10201757

Country India

Location Bhubaneswar

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Improving Quality of Services of Fog Computing Through Efficient Work Flow Scheduling
May 12, 2023 - May 13, 2023

Publisher IEEE

DOI 10.1109/ICACITE57410.2023.10183104

Country India

Location Greater Noida

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Improved Chicken Swarm Optimization with Zone-Based Epidemic Routing for Vehicular Networks
Apr 11, 2023 - Apr 12, 2023

Publisher Springer Nature Singapore

DOI 10.1007/978-981-99-6702-5_34

Country United Kingdom

Location Cardiff

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An Application of Multilayer Perceptron for the Prediction of River Water Quality
Apr 11, 2023 - Apr 12, 2023

Publisher Springer Nature Singapore

DOI 10.1007/978-981-99-3010-4_42

Country India

Location Delhi

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Medical Image Watermarking Using Slantlet Transform and Particle Swarm Optimization
Feb 17, 2023 - Feb 18, 2023

Publisher Springer Nature Singapore

DOI 10.1007/978-981-99-3010-4_59

Country India

Location Delhi

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High-Level Deep Features and Convolutional Neural Network for Evaluating the Classification Performance of File Cluster Types
Feb 17, 2023 - Feb 18, 2023

Publisher Springer Nature Singapore

DOI 10.1007/978-981-99-3315-0_1

Country India

Location Delhi

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Triple DES Cryptography Based on Hash Function and DSA for Digital Certificate Authentication
Sep 17, 2022 - Sep 18, 2022

Publisher IEEE

DOI 10.1109/iSemantic55962.2022.9920438

Country Indonesia

Location Semarang

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Content-based feature extraction and extreme learning machine for optimizing file cluster types identification
Mar 3, 2022 - Mar 4, 2022

Publisher Springer International Publishing

DOI 10.1007/978-3-030-98015-3_21

Country United States

Location San Francisco

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Linear discriminant analysis for apples fruit variety based on color feature extraction
Sep 18, 2021 - Sep 19, 2021

Publisher IEEE

DOI 10.1109/iSemantic52711.2021.9573200

Country Indonesia

Location Semarang

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Papaya fruit type classification using LBP features extraction and naive bayes classifier
Sep 19, 2020 - Sep 20, 2020

Publisher IEEE

DOI 10.1109/iSemantic50169.2020.9234240

Country Indonesia

Location Semarang

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A Fuzzy Logic Technique for Optimizing Follicular Units Measurement of Hair Transplantation
Jan 22, 2020 - Jan 23, 2020

Publisher Springer International Publishing

DOI 10.1007/978-3-030-36056-6_30

Country Malaysia

Location Melaka

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Incorporating the Markov Chain model in WBSN for improving patients’ remote monitoring systems
Jan 22, 2020 - Jan 23, 2020

Publisher Springer International Publishing

DOI 10.1007/978-3-030-36056-6_4

Country Malaysia

Location Melaka

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Dual encryption method for file security
Nov 21, 2019 - Nov 22, 2019

Publisher IEEE

DOI 10.1109/ICITISEE48480.2019.9003909

Country Indonesia

Location Yogyakarta

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Classification of JPEG files by using extreme learning machine
Feb 6, 2018 - Feb 7, 2018

Publisher Springer Verlag

DOI 10.1007/978-3-319-72550-5_4

Country Malaysia

Location Johor

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