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Contents &
Papers 2024

Volume 17,

Issue 1

FEB 2024

(29 February, 2024)

Contents & Papers

1: A Huber M-Estimator Algorithm and Decision Tree Regression Approach to Improve the Prediction Performance of Datasets with Outlier
Salsabila Basalamah, Agus Sihabuddin

10: An Effective Finger-Print Validation and Identification Using A-KAZE and SURF Algorithm
Poornima E. Gundgurti, Shrinivasrao B. Kulkarni

20: An Effective Video Event Classification by Optimizing the Hyper-Parameters Using Improved Pelican Optimization and Bi-LSTM Classifier
Susmitha Alamuru, Sanjay Jain

31: Reaching Maximum Electricity Sale Profit for A Thermal-Energy Storage-Renewable Power Plant System
Phu Ha Trieu, Thang Trung Nguyen

41: An Enhancing Recovery Links between Two Artifacts Using Variational Autoencoder
Nejood Hashim Al-walidi, Nagy Ramadan Darwish

54: ImpClust: An Algorithm to Cluster Chemical Datasets for Drug Discovery
Hutashan V. Bhagat, G. Uday Kiran, Manminder Singh

65: NOMA-NR-FOFDM Performance Enhancement-Based Sub-band Filtering
Raya K. Mohammed, Nasser N. Khamiss

73: Improving Text Recognition in Natural Images Using Contextual Modules and Transformer-based Decoding
Kapil Kumar, Abhishek Kumar Mishra

83: Yellow Saddle Goatfish Optimization Algorithm based Energy Aware Multihop Routing Protocol for Wireless Sensor Networks
DDeena Sivakumar, S. Suganthi Devi, T. Nalini

93: Parallel ABILSTM and CBIGRU Ensemble Network Intrusion Detection System
N. Girubagari, T. N. Ravi

108: Enhanced Index Based DNA Sequence Compression Algorithm
Arunachalaprabu Gurunathan, Fathima Bibi Kaja Moideen

118: Quality of Service Aware Task Replanning Algorithm for Web-Service Provisioning in Cloud Environment
Kavita D. Hanabaratti, Rudragoud Patil

129: An Effective Approach to Detect Melanoma Using Semantic Mathematical Model and Modified Golden Jackal Optimization Algorithm
Sukesh Hoskote Aswathanarayana, Sundeep Kumar Kanipakapatnam

140: Enhancing Bankruptcy Prediction with White Shark Optimizer and Deep Learning: A Hybrid Approach for Accurate Financial Risk Assessment
Gunita Arun Chandok, V. Arul Mary Rexy, H. Anwer Basha, H. Selvi

149: Uninhibited Positional and Contextual Attention in Spectral-Based (SPT) Transformer with Multi-head Shortcut for Improved Remaining Useful Life Forecasting in Industry 4.0
Abhishek Dwivedi, Nikhat Raza Khan

159: Movement Mode Harmony Search Based Multi-objective Firefly Algorithm Feature Selection for Detecting the Security Threats in Virtual Machine
Adalagere Nemirajaiah Naveen Kumar, Madigahalli Mallegowda, Atur Venkateshmurthy Krishna Mohan, Kannughatta Narasimhamurthy Shreenath, Channa Krishna Raju

169: An Efficient Cryptanalysis of Nonlinear Stream Cipher Based on Swarm Intelligent System
Mohammed H. Ahmed, Asaad N. Hashim, Khalid A. Hussein

183: A Long Short-Term Memory with Recurrent Neural Network and Brownian Motion Butterfly Optimization for Employee Attrition Prediction
Sudhamathy Ganapathisamy, Valliammal Narayan

193: Gaussian Flower Pollination Optimization Based Trusted Service Selection for Cloud Computing Environment
S. Priya, R. S. Ponmagal

202: An Improved Zebra Optimization Algorithm for Solving Transmission Expansion Planning Problem with Penetration of Renewable Energy Sources
Nguyen Duc Huy Bui, Thanh Long Duong

212: A New Voting of Convolutional Neural Networks for Brain Tumor Detection Based on MRI Images
Irwan Budi Santoso, Shoffin Nahwa Utama, Supriyono

228: Hybrid Fog-Edge-IoT Architecture for Real-time Data Monitoring
Ramya R, Ramamoorthy S

240: Coding Tree Unit Partition Prediction Algorithm Utilizing Residual Attention-Based Long Short-Term Memory for Video Intra Coding
Suhas Shankarnahalli Krishnegowda, Hosanna Princye Periapandi

251: Combining CNN Feature Extractors and Oversampling Safe Level SMOTE to Enhance Amniotic Fluid Ultrasound Image Classification
Putu Desiana Wulaning Ayu, Gede Angga Pradipta, Roy Rudolf Huizen, Kadek Eka Sapta W, I Gede Edy Artana

263: Enhancing Brain Tumor Detection and Classification with Reduced Complexity Spatial Fusion Convolutional Neural Networks
O. Homa Kesav, Rajini G. K

278: Optimal Location and Sizing of Hybrid Photovoltaic Public Charging Stations in Reconfigurable Feeders Using Levy Flight Honey Badger Algorithm
Srinivasarao Thumati, S Vadivel, M Venu Gopala Rao

288: Energy and Spectrum Aware Clustering Routing Protocol for Cognitive Radio Sensor Networks
Abbas Ahmad S M K M, Devanna H, Dustakar Surendra Rao, Mohammed Ali Sohail

299: Toward Enhancing Malware Detection Using Practical Swarm Optimization in Honeypot
Heba Othman, Mwaffaq Abu AlHija, Mohammad A. Alsharaiah

316: Social Media Data-Based Business Intelligence Analysis Using Deep Learning
Ruwaida Mohammed, Israa Shihab, Mustafa Musa

331: Optimized PI-PD Control for Varying Time Delay Systems Based on Modified Smith Predictor
Attarid K. Ahmed, Huthaifa Al-Khazraji, Safanah M. Raafat

343: Dynamic Allocation of Weights Using the Minimally Connected Method to Augment Load Equilibrium in Distributed Systems
Mahdi S. Almhanna, Tariq A. Murshedi, Ahmed M. Al-Salih, Rafah M. Almuttairi

356: Utilizing Probability Distribution for Selecting Optimal and Minimal Replicas to Achieving Fault Tolerance in a Distributed System
Mahdi S. Almhanna, Ahmed M. Al-Salih, Tariq A. Murshedi, Rafah M. Almuttairi

370: Performance Improvement of Sulselrabar System Using Single-Band Power System Stabilizer Based on Mayfly Algorithm Under Different Loading Condition
Imam Robandi, Muhammad Ruswandi Djalal, Mohammad Almas Prakasa

383: Energy Optimized Cluster Head Selection Based on Multi-Objective Sand Cat Swarm Optimization in Under Water Wireless Sensor Networks
Seema Swamy Gowda, Ambika Ramalingappa

393: An Application of Hybrid Sine Cosine Optimization for Developing Sustainable Agriculture Distribution Feeders with Optimal Photovoltaic Systems
K Bhavana, V Rajeswari, K Lalitha, J Vijayanand, Srinivasarao Thumati

403: Optimization of Health-as-a-Service Using OptiFog Algorithm
Pratik Kanani, Anil Vasoya, Kamal Shah, Neel Kothari, Nilesh Patil, Gayatri Pandya, Mamta Padole

418: White Shark Optimization for Efficient Conservation Voltage Reduction in Photovoltaic-Enriched Distribution Grids with Smart Inverters and Network Reconfiguration
B Ravindhar, B Suresh Kumar, B Mangu

428: A Novel YOLO-ARIA Approach for Real-Time Vehicle Detection and Classification in Urban Traffic
Aria Hendrawan, Rahmat Gernowo, Oky Dwi Nurhayati, Christine Dewi

447: Automated Inhomogeneity Correction and Fat Extraction in T1-weighted MRI of Long Bones: An Adaptive Disk Structure Element Morphological (ADSEM) Approach for Improved Osteosarcoma Diagnosis and Analysis
Mohamad Haizan Othman, Belinda Chong Chiew Meng, Nor Salwa Damanhuri, Mohd Ezane Aziz, Nor Azlan Othman

457: Geometrical Facial Expression Recognition Approach Based on Fusion CNN-SVM
Abbas Issa Jabbooree, Leyli Mohammad Khanli, Pedram Salehpour, Shahin Pourbahrami

469: Heart Disease Binary and Multiclass Classification Using Deep Learning Hybridized with Ensemble Learner
Pardeep Kumar, Ankit kumar

483: An Optimized VM Migration to Improve the Hybrid Scheduling in Cloud Computing
Ramya Boopathi, Erode Subramaniam Samundeeswari

493: Precise Face Recognition through GWO-Cuckoo Optimized Neural Networks and MRMR Feature Selection from Compressed Hybrid Domain Fusion
M Shanmugam, V M Viswanatha, K B Raja

510: Design and Development of Powerful Neuroevolution Based Optimized GNN-BiLSTM Model for Consumer Behaviour and Effective Recommendation in Social Networks
Marwan Kadhim Mohammed Al-Shammari, Elaf Ayyed Jebur, Halah Hasan Mahmoud, Israa Ibraheem Al_Barazanchi, Ravi Sekhar, Pritesh Shah

525: An Efficient and Secured Big Data Storage in a Cloud-based Environment Using Hybrid Cryptography Algorithm and Rivest, Shamir, Adleman Algorithm
Aruna Kumari Koppaka, Vadlamani Naga Lakshmi

536: Modification Rules for Improving Marching Cubes Algorithm to Represent 3D Point Cloud Curve Images
Dewi Rahmawati, Riyanarto Sarno, Chastine Fatichah

555: Enhancing Element Game Classification: Effective Techniques for Handling Imbalanced Classes
Putri Taqwa Prasetyaningrum, Purwanto Purwanto, Adian Fatchur Rochim

572: LUTanh Activation Function to Optimize BI-LSTM in Earthquake Forecasting
Guruh Fajar Shidik, Ricardus Anggi Pramunendar, Edi Jaya Kusuma, Galuh Wilujeng Saraswati, Nurul Anisa Sri Winarsih, Muhammad Syaifur Rohman, Filmada Ocky Saputra, Muhammad Naufal, Pulung Nurtantio Andono

584: Automatic for Generating Landmark Mandibular Panoramic Radiography Image
Nur Nafi’iyah, Chastine Fatichah, Darlis Herumurti, Eha Renwi Astuti, Ramadhan Hardani Putra, Agus Subhan Akbar

596: Enhancing Hybrid System Based on Reinforcement Learning
Zeena Mustafa, Ekhlas Kadhum Hamza

612: Design and Performance Evaluation of a 6×6 MIMO Array with Partial Ground Plane for Sub-6 GHz Mobile Applications
Fahmida Hossain, A. K. M. Zakir Hossain, Muhammad Ibn Ibrahimy, Jamil Abedalrahim Jamil Alsayaydeh

624: MEDIA-WSN: Multi-Objective Energy and Distance Integrated Algorithm in Wireless Sensor Network
M. Muthuselvi

634: Cooperative Sensing Assisted Cross layer QoS Assured Routing in Cognitive Radio Adhoc Networks: Ensuring Security and Privacy
Niranjan Muchandi, Rajashri Khanai, Mandakini Muchandi

645: Hybrid War Strategy Optimization with Power Loss Index for Optimal VAr Compensation in Distribution Feeders with Industrial Load Growth
M. Devika Rani, V. Sai Geetha Lakshmi, K. J. Jegadish Kumar, K. Muthuvel, P. Muthu Kumar

654: Deep Learning Based Semantic Model for Multimodal Fake News Detection
Sanjeev Mewalal Dwivedi, Sunil B. Wankhade

666: Learning Automata-Based AODV to Improve V2V Communication in A Dynamic Traffic Simulation
Ketut Bayu Yogha Bintoro, Tri Kuntoro Priyambodo

679: Tomato Disease Detection Using Vision Transformer with Residual L1-Norm Attention and Deep Neural Networks
Mamta Tiwari, Hemant Kumar, Navin Prakash, Sunil Kumar, Rahul Neware, Shivneet Tripathi, Ritesh Agarwal

689: Enhancement of Lightness Image Based on DCP with Color Restoration and Lightness Mapping
Taqwa Q. kadhim, Hazim G. Daway, Ahlam M. Kadhim

698: Migration-Crossover Algorithm: A Swarm-based Metaheuristic Enriched with Crossover Technique and Unbalanced Neighbourhood Search
Purba Daru Kusuma, Meta Kallista

711: Hidden Markov Random Field Model Based VGG-16 for Segmentation and Classification of Head and Neck Cancer
Ujwala Gaikwad, Kamal Shah

721: Enhanced Cluster Head Selection and Routing in Wireless Sensor Networks Using Fuzzy Logic and Adaptive Cat Swarm Optimization
S. Aramuthakannan, R Raja Kumar, G. Mariammal, M. Geetha

732: A Novel Multi-Objective Particle Swarm Optimized RF-SVR Model for Reinforced Soil Slope Stability Analysis
Ippili Saikrishnamacharyulu, Balendra Mouli Marrapu, Vasala Madhavarao

748: Design and Optimization of Hybrid Precoders in Massive MIMO Systems: Leveraging Low-Resolution ADCs/DACs, Reconfigurable Intelligent Surfaces, and Deep Learning Algorithms
Girish Kumar N G, M N Sree Ranga Raju

771: An Improved Deep Learning Based Test Case Prioritization Using Deep Reinforcement Learning
Ramakrihnan Shankar, Devarajan Sridhar

783: SOOTYDEEPFIC: Food Item Classification Using Sooty Tern optimized Deep Learning Network
P. Josephin Shermila, V. Seethalakshmi, P. Sujatha Therese, M. Devaki

794: Cybersecurity Warning System Using Diluted Convolutional Neural Network Framework for IOT Attack Prevention
Karthick M, Salomi Samsudeen, Likewin Thomas, Priya Darsini V, Prabaakaran K

802: Image Steganography Based on Hybrid Salp Swarm Algorithm and Particle Swarm Optimization
Enas Abdalhussein, Nuha Jameel Ibrahim, Yossra Hussain Ali

813: Combination of BERT and Hybrid CNN-LSTM Models for Indonesia Dengue Tweets Classification
Wiwik Anggraeni, Moch Farrel Arrizal Kusuma, Edwin Riksakomara, Radityo P. Wibowo, Pujiadi, Surya Sumpeno

827: Optimal Data Collection Path Finding for AUV in Internet of Underwater Things
Lara Riyadh Alnajjar, A. E. Abdelkareem

845: Single Feed, Compact Size, Wideband Circular Polarization Antenna Based on Inverted U-shape Parasitic Stub for ISM Band Applications
Alaa Imran Al-Muttairi, Mohammed Jabbar Mohammed Ameen, Ali Khalid Jassim

856: EEG-Based Emotion Classification: A Biologically Informed Channel Selection Approach
Lia Farokhah, Riyanarto Sarno, Chastine Fatichah

869: Copy-Move Forgery Detection and Classification Using Improved Butterfly Optimization Algorithm-based Convolutional Neural Network
Shashikala S, Ravikumar G K

880: Channel Fusion Filter and Invariant Scattering Network-Based Leukocyte Image Discrimination Framework
Renuka Veerappa Tali, Surekha Borra

895: Multi-objective Task Scheduling Algorithm in Cloud Computing Using Improved Squirrel Search Algorithm
Henning Titi Ciptaningtyas, Ary Mazharuddin Shiddiqi, Diana Purwitasari, Fuad Dary Rosyadi, Muhammad Nur Fauzan

913: Botnet Attack Analysis through Graph Visualization
Muhammad Aidiel Rachman Putra, Tohari Ahmad, Dandy Pramana Hostiadi, Royyana Muslim Ijtihadie, Pascal Maniriho