Vol. 5 No. 2 (2024)

Articles

• An Efficient MCD-OSVM Model for Outlier Detection in IoT-Based Smart Energy Management Systems

  Parh Yong Wong, Nayef Abdulwahab Mohammed Alduais, Hairulnizam Mahdin, Abdul-Malik H. Y. Saad, Antar Shaddad Hamed Abdul-Qawy, Abdullah B. Nasser, Waheed Ali H.M.Ghanem

  1-14

  • Abstract View  497
  • PDF 712

• An Approach to Medical Response Generation Utilizing GPT-2 Based on Deep Learning

  Saba abdalmnem ali abdalmnem

  15-28

  • Abstract View  283
  • PDF 494

• Comprehensive Examination of Learning-based DDoS Defence Methods for Cloud Computing Networks

  Nafe Alhammadi

  29-51

  • Abstract View  286
  • PDF 498

• Optimizing Security in LEACH-based WSN Using Advanced n-RSA Encryption

  Dr. Ruwaida Mohammed yas, Dr. Sanaa Ahmed Kadhim1, Dr. Saad Abdual Azize Abdual Rahman, Mustafa Musa

  52-61

  • Abstract View  274
  • PDF 313

• Fine-Grained Classification for Emotion Detection Using Advanced Neural Models and GoEmotions Dataset

  Rohan Sharma Sitoula, Moumita Pramanik, Ranjit Panigrahi

  62-71

  • Abstract View  908
  • PDF 851

• Data-driven Clinical Decision Support System Using Neural Network Topology Optimization for PCOS Diagnosis

  leema nelson

  72-82

  • Abstract View  235
  • PDF 311

• Brain MRI Image Classification for Tumor Detection Using Integrated Hybrid Convolutional K-Nearest Neighbor Model

  Mirza Mahfuj Hossain, Md Mahmudul Hasan, Ashraful Islam, Norizam Sulaiman

  83-95

  • Abstract View  350
  • PDF 402

• Permuted Gini Importance – PaP Impurity Measurement for Tree-Based Models

  Ifra Altaf, Manzoor Ahmed Chachoo

  96-109

  • Abstract View  477
  • PDF 377

• A Comprehensive Review of Recent Types of Flooding Attack and Defense Methods in IoT-Based Smart Environments

  Bashar Ahmed

  110-136

  • Abstract View  286
  • PDF 401

• A GPU Accelerated Parallel Genetic Algorithm for the Traveling Salesman Problem

  Mohd Arfian Ismail

  137-150

  • Abstract View  443
  • PDF 554

• LSTM Autoencoders for Internet of Things Data Compression and Battery Conservation

  Hussain Falih Mahdi, Tanupriya Choudhury

  151-160

  • Abstract View  441
  • PDF 480

• Enhancing Spam Detection Using Hybrid of Harris Hawks and Firefly Optimization Algorithms

  Mosleh Abualhaj

  161-174

  • Abstract View  280
  • PDF 348

• Attention-Enhanced YOLOv8 for Accurate Pedestrian Detection and Count Estimation

  Mohammed Ahmed Jubair, Mohammed Mansoor Nafea

  175-187

  • Abstract View  449
  • PDF 717

• Integrating Three Machine Learning Algorithms in Ensemble Learning Model for Improving Content-based Spam Email Recognition

  Ali Q. Saeed, Mohammed Hasan Aldulaimi, Ismail Abdulwahhab Ismail, Ibrahim M. Ahmed, Yahya Ahmed Yahya, Qasem M. Kharma, Taher M. Ghazal

  188-196

  • Abstract View  444
  • PDF 415

• Daily Electrical Energy Forecasting in Rooftop Photovoltaic Systems: A Case Study

  Rezi Delfianti, Eki Rovianto, Catur Harsito, Johan Alfian Pradana, Viola Pongajow, Salaki Reynaldo Joshua

  197-207

  • Abstract View  498
  • PDF 365

• Optimizing Sentiment Analysis of Indonesian Texts: Enhancing Deep Learning Models with Genetic Algorithm-Based Feature Selection

  Noor Zuraidin Mohd Safar, Siti Mujilahwati, Ku Muhammad Naim Ku Halif, Nasyitah Ghazalli

  208-222

  • Abstract View  354
  • PDF 475

• Optimized Cancer Subtype Classification and Clustering Using Cat Swarm Optimization and Support Vector Machine Approach for Multi-Omics Data

  Ali Mahmoud Ali, Mazin Abed Mohammed

  223-244

  • Abstract View  500
  • PDF 458

• Enhancing Security and Randomness of DNA Cryptosystem Generated by Using Mealy Machine

  Gaverchand K, Venkatesan R, Kavikumar Jacob, Yasmin A

  245-263

  • Abstract View  244
  • PDF 380

• ABNet - Leveraging the AdaBoost to Boost Neural Network Performance

  Ifra Altaf, Manzoor Ahmed Chachoo

  264-273

  • Abstract View  175
  • PDF 255

• Predicting Vehicle Driver Preference from the Analysis of In-Vehicle Coupon Recommendation Data

  Murtada Dohan , Rasha Bashar Mohammed, Wisam Hazim Gwad, Mohammed Khalaf , Karam M.Z. Othman

  274-282

  • Abstract View  386
  • PDF 625