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Home > Archives > Vol 15, No 5

DOI: http://doi.org/10.11591/ijai.v15.i5

Table of Contents

Navigating cybersecurity paradox: opportunities and risks of artificial intelligence integration in healthcare systems Rani Tiyas Budiyanti, Roro Isyawati Permata Ganggi

PDF 3981-3990

Perspectives of Indonesian dental practitioners on application of artificial intelligence in dentistry Ivan Djuarsa, Vania Ewitrawati, Andry Sentosa, Hilmy Irsyadi Hanif, Santhia Pramanthi

PDF 3991-4000

Leveraging AI and pedagogical competence to enhance learning interest and outcomes: evidence from Islamic university Cecep Wahyu Hoerudin, Susanto Susanto, Apri Wardana Ritonga, Ayu Desrani, Darwis Hude, Dzaki Aflah Zamani, Ahmad Ari Masyhuri

PDF 4001-4014

Classifying Arabic handwriting using convolutional neural network Anas Quteishat, Asharaf Al Sharah, Ahmed Qtaishat, Tareq Alawneh

PDF 4015-4025

LLM-FS-Agent: a deliberative role-based large language model architecture for transparent feature selection Mohamed Bal-Ghaoui, Fayssal Sabri

PDF 4026-4038

Context-aware micro-escrow for agentic systems with language model validation Ayman Nait Cherif, Mohamed Youssfi, Omar Bouattane

PDF 4039-4052

Fine-tuning OpenAI’s Whisper model for Kazakh speech recognition Bakdaulet Kynabay, Aimoldir Aldabergen, Shirali Kadyrov, Ardak Shalkarbay-uly

PDF 4053-4060

Traffic flow optimization using reinforcement and thread-based V2X communication for smart traffic management Parul Arora, Ritika Wason, Devansh Arora, M. N. Hoda, Sumit Gupta

PDF 4061-4070

An intelligent artificial intelligence framework for business insight generation from streaming data Benymol Jose, Sajimon Abraham, Nikitha Sajith

PDF 4071-4080

Temporal convolutional network for Indonesian word by word sign language translator on MediaPipe framework Sarah Purnamawati, Albert Albert, Anggi Yohanes Pardede, Iqbal Fakhriza, Farhad Nadi, Mohammad Fadly Syahputra, Romi Fadillah Rahmat

PDF 4081-4095

Assessing corn quality classification with deep-learning module Monther Yousef, Zamani Md Sani, Ahmad Fauzan Kadmin, Mohammed Ahmed Salem, Masrullizam Mat Ibrahim, Hatem T. M. Duhair

PDF 4096-4104

Robust trading in stochastic chaos: a hybrid fuzzy multi-expert approach Andrey Musayev, Dmitry Grigoriev

PDF 4105-4112

Formation of structural model of objects of power systems on the basis of artificial neural networks Oksana Porubay, Isamiddin Siddikov

PDF 4113-4120

Automated convolutional neural network-based reject–repeat decision system for chest radiographs Dwi Rochmayanti, Kusworo Adi, Catur Edi Widodo

PDF 4121-4132

Diabetic prediction using ridgelet process neural network with noise contrastive estimation Parashiva Murthy Basavanapura Muddumadap, Pruthvi Palahalli Ramachandra, Manjunatha Basavaraju, Nandeesh Hallimysore Devaraj

PDF 4133-4143

An improved weighted metric genetic algorithm based feature selection approach for classification of phishing URLs Nandeesha Hallimysore Devaraj, Prasanna Bantiganahalli Thimappa, Prajna Shivarajappa, Parashiva Murthy Basavanapura Muddumadap

PDF 4144-4158

Mesh router node placement using somersault based giant armadillo optimization Kaata Ranjith Kumar, Bala K., Kalyanapu Srinivas

PDF 4159-4174

Optimizing cloud resource allocation using Gaussian convergence squirrel search algorithm Sidagouda Basagouda Patil, Mukund Anant Kulkarni

PDF 4175-4187

Enhancing intrusion detection performance in industrial internet of things using modified hyperparameter optimization Arif Ullah, Javed Mansoori, Baber Akber, Abdullah Altaf, Abdul Rehman Altaf, Aseel Smerat

PDF 4188-4198

Machine learning-based prediction model for high-value waste types to support the circular economy Andi Irmayana, Nurul Aini, Ramlah P., Muhammad Husnul Yaqin, Zalsabila Sabir

PDF 4199-4212

MatchIA: a semantic artificial intelligence solution for interoperability in schema matching Mohamed Raoui, Moulay Hafid El Yazidi, Ahmed Zellou

PDF 4213-4223

Tripartite optimized framework for network based intrusion detection system Poonkody Iruthayaraj, Poornima Vivekanandhan

PDF 4224-4233

Novel deep learning framework with hierarchical temporal feature refinement for enhanced epileptic seizure detection Namitha Arakere Raju, Siddartha Bommenahalli Krishne Gowda

PDF 4234-4248

Sentiment-aware bidirectional long short-term memory model for depression detection from social media texts Cephas Paul Edward, Karthikeyan Harimoorthy

PDF 4249-4259

Feature-engineered stacking and AutoGluon framework for deep learning-based autism detection Savita Rani, Chandra Shakher Tyagi, Devendra Kumar

PDF 4260-4272

Machine learning and failure mode and effects analysis for sustainable medical equipment spare parts management Fabian Halley Pata Alban Dattu, Syed Tramizi Syed Shazali, Shirley Johnathan Tanjong, Abdul Rani Achmed Abdullah, Nurlaila Rosli

PDF 4273-4282

Enhanced diabetes prediction using SMOTE-Tomek and F1-optimized machine learning models Chaitra Nayak Janasale, Rajanikanta Mohanty, Sarappadi Narasimha Prasad

PDF 4283-4291

Dynamic sports environments: automatic feature players tracking and re-identification with similar appearances Adil Abdulhur Abushana, Riyadh Alsaeedi

PDF 4292-4303

Hybrid model for driver drowsiness prediction using neuro-fuzzy and random forest Mouhcine Lakhloufi, El Mehdi Mellouli

PDF 4304-4314

Leveraging machine learning for fetal health classification Ravi Kumar Sachdeva, Priyanka Bathla, Rohit Lamba, Pooja Rani, Sanjoy Kumar Debnath, Wai Yie Leong

PDF 4315-4324

Impact of feature selection on the performance of machine learning models for distributed denial of service detection Jaimin Shroff, Sanjay Shah, Jigna Jadav, Nakul Dave

PDF 4325-4334

Predicting willingness to pay for digital waste services using class-balanced machine learning Rahmat Taufik R. L. Bau, Sri Nilawaty Lahay, Dedy Abdianto Nggego

PDF 4335-4344

Interpretable machine learning framework for congestive heart failure risk prediction Sakchai Tangprasert, Nalinpat Bhumpenpein, Siranee Nuchitprasitchai, Yuenyong Nilsiam

PDF 4345-4355

Optimization of medical check-up patient segmentation for personalized healthcare services Ferdiansyah Ferdiansyah, Hendra Tjahyadi

PDF 4356-4365

Hybrid feature selection strategies for strong network intrusion detection Josephine Rathinam, Anandaraj Shanthi Pichandi

PDF 4366-4380

Stacking ensemble for multilingual aspect-based sentiment analysis of tourism reviews Basworo Ardi Pramono, Rahmat Gernowo, Aghus Sofwan

PDF 4381-4391

A deep learning approach to object detection in quadcopter based reconnaissance Morakot Thongprom, Manit Inkamchuer, Banjerd Saengchandr, Rabin Palee, Viroch Sukontanakarn

PDF 4392-4402

Performance analysis of convolutional neural network-based image classifiers for agricultural farmland mapping Anjela C. Tolentino, Anazel P. Gamilla, Amir Ledesma

PDF 4403-4411

Human identification and classification network based on object hierarchy Loai Alamro, Yuhanis Yusof, Nooraini Yusoff

PDF 4412-4423

Micro dataset segmentation for vanilla disease detection Radityo H. J. Notonegoro, Dewi Agushinta R., Diana Ikasari, Rifki Kosasih

PDF 4424-4431

Fine-tuning language models for social sentiment: insights from startup user feedback Li-Hua Li, Agus Cahyo Nugroho

PDF 4432-4446

Automated modeling of leaf mangrove by optimizing convolutional neural networks Paranita Asnur, Rifki Kosasih, Sarifuddin Madenda, Dewi Agushinta R.

PDF 4447-4458

Synergistic deep learning ensemble of DenseNet, ResNet, and Xception for accurate brain tumor diagnosis Jayashree Shedbalkar Inchal, Sumit Gupta, Annapurna V. K., Siddesha Kempaningaiah, Anoop Ganadalu Lingaraju, Ramya Shivamadegowda

PDF 4459-4469

A feature-enhanced deep learning model for multi-class paddy ailment prediction in smart farming Santhosh Byramangala Jayaramaiah, Balarengadurai Chinnaiah, Boddu Ravi Prasad

PDF 4470-4481

An explainable artificial intelligence benchmarking with deep reinforcement learning for telecom battery backup prediction Promphak Boonraksa, Kedsara Palachai, Veerapatra Wangsilabatra, Terapong Boonraksa

PDF 4482-4496

Throughput maximization and overhead-aware quality link scheduling for heterogeneous wireless networks Nataraja Nagarajappa, Naveen Kalenahalli Bhoganna

PDF 4497-4511

Deep multi-block convolutional neural network for quantitative near-infrared spectral analysis Hilmy Abidzar Tawakal, Yohannes Aris Purwanto, Sony Hartono Wijaya, Shelvie Nidya Neyman

PDF 4512-4522

Confidence-driven feature selection and ensemble classification using ResNet, AlexNet, and DenseNet for scene recognition Sumathi Krishnamurthy, Shetty Pramod Kumar, Halasur Rudrappa Mahadevaswamy, Ujwala Bagepalli Satishbabu

PDF 4523-4539

Electroencephalography-based epileptic seizure classification using a sparse iterative recursive-gated recurrent unit Santhosh Kumar Gorva, Mohan Gowda Venkateshappa, Pradeep Kesagodu Rajashekar, Narayan Naik, Shivamma Devanna, Navya Rajashekar

PDF 4540-4555

Multi-class gas pipeline leak detection using Hilbert transform and a lightweight convolutional neural network Dedik Romahadi, Aberham Genetu Feleke, Nur Indah, Dafit Feriyanto, Muhamad Fitri, Hadi Pranoto, Rachmat Muwardi

PDF 4556-4567

Quantitative chest computed tomography-based hybrid deep learning for chronic lung disease detection and staging Garima Jain, Amit Kumar Goel, Rahul Kumar

PDF 4568-4591

Energy efficient resource allocation using deep reinforcement learning with starling murmuration optimization in cloud Yogeetha Bangalore Rajanna, Anandaraj Shanthi Pichandi

PDF 4592-4601

Lightweight deep learning framework for autism spectrum disorder detection from children's facial images Prafulla Kumari Kannangala Siddaiah, Gayathri Koti Madhusudhana

PDF 4602-4611

Evaluating conditional convolution for magnification-aware histopathological image classification Wissal El Habti, Abdellah Azmani

PDF 4612-4623

Deep reinforcement learning-based credit risk prediction model for multi-attribute data Al-Khowarizmi Al-Khowarizmi, Ferry Fachrizal, Romi Fadillah Rahmat, Arif Ridho Lubis, Hariyadi Hariyadi

PDF 4624-4634

Autoencoder-based anomaly detection in water cyber-physical systems Sara Tahiri, Mouad Choukhairi, Youssef Fakhiri, Mohamed Amnai

PDF 4635-4644

Optimizing cloud energy with deep reinforcement learning: an artificial bee colony-Q-learning hybrid approach Mohammed Ziaur Rahman, Anandaraj Shanthi Pichandi

PDF 4645-4655

Hybrid neural network classification of knee osteoporosis using X-ray images and clinical features Nurfadjri Akbar Rizqi Basuki, Busono Soerowirdjo, Hustinawaty Hustinawaty, Iffatul Mardhiyah

PDF 4656-4666

Improving image processing and noise removal using generative deep learning techniques Firas Abdulrahman Yousif, Shamil Kh. Ramadhan, Ahmed A. Mostfa

PDF 4667-4678

Dual-path one-dimensional convolutional BiLSTM with attention for silk cocoon price forecasting Shivananda Shivanna, Lincy Meera Mathews, Sivagnanam Rajamanickam Mani Sekhar

PDF 4679-4690

A reinforcement learning-based intrusion detection system for internet of things with zero-day resilience Sowmya Somanath, Usha Banavikal Ajay, Sangeetha Kodlipet Nanjundaswamy

PDF 4691-4699

Facial emotion recognition through artificial ‎intelligence Anas Mohammad Quteishat, Mohammad Hassan, Ashraf Al Sharah, Ahmed Qtaishat

PDF 4700-4710

Deep attention transformer models for chronic kidney disease stage prediction Subashini N. J., Venkatesh Kaliyamurthy

PDF 4711-4723

A deep learning framework for robust text extraction from heterogeneous image sources Dayananda Kodala Jayaram, Puttegowda Devegowda

PDF 4724-4732

Deepfake detection and medical image authentication via a blockchain-integrated deep learning framework Keshavmurthy Shankar Krupa, Kiran Chandrappa

PDF 4733-4742

Road surface defect segmentation using the U-Net deep learning model Quang-Quy Tran, Thi-Lien Pham, Huy-Manh Trieu, Minh-Tien Dang, Anh-Kiet Lam, Quoc-Trung Ha

PDF 4743-4754

Explainable deep learning framework for classifying pathogen-induced chest infections with fuzzy severity reasoning Nirmala Bai Limba Naik, Manju Devi

PDF 4755-4765

Optimized hybrid transformer-extreme gradient boosting model for black pepper disease classification Saritha Suvarna, Demian Antony Dmello

PDF 4766-4779

A real-time drone detection framework for variable environmental conditions based on web-based deep learning Yuliani Indrianingsih, Astika Ayuningtyas, Anton Yudhana, Haruno Sajati, Anggraini Kusumaningrum, Fajar Khanif Rahmawati, Imam Riadi

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Combining depthwise separable convolution and transfer learning for pneumonia classification Puspita Kartikasari, Rukun Santoso, Suparti Suparti, Rizwan Arisandi, Vikri Haikal

PDF 4792-4805

COVID-19 detection from medical images using hummingbird-optimized VGG16 framework Roshima Biju, Warish Patel, Kesavan Suresh Manic

PDF 4806-4818

Evaluating YOLOv8-pose variants for soccer keypoint detection and homography mapping Durrotun Nashihin, Yohanes Yohanie Fridelin Panduman, Dwi Cahyo Kartiko, Anna Noordia, Khoirul Islam

PDF 4819-4829

Text mining in biomedical literature: identifying chemical and disease relationships Nurul Mutiah, Dian Prawira

PDF 4830-4838

An explicit multi-aspect sentiment analysis using bidirectional encoder representation transformers Mohammed Ziaulla, Arun Biradar

PDF 4839-4851

Why simple neural networks outperform traditional classifiers in cyberbullying detection Rini Anggrainingsih, Firdaus Ashiddqi Noor, Gita Bangun Prakoso, Wiharto Wiharto, Dewi Wardani, Hasan Dwi Cahyono

PDF 4852-4861

Automated government document analysis and classification using robotic process automation-ChatGPT model Adisorn Phonsupharak, Rattanawadee Panthong

PDF 4862-4877

Exploring Arabic non-sibilant fricative consonants: a comprehensive classification Youssef Elfahm, Nesrine Abajaddi, Badia Mounir, Laila Elmaazouzi, Ilham Mounir, Abdelmajid Farchi

PDF 4878-4892

Empirical evaluation of generative fusion decoding for Indonesian general and medical speech recognition Asril Jarin, Lyla Ruslana Aini, Agung Santosa, Gunarso Gunarso, Mohammad Teduh Uliniansyah, Elvira Nurfadhilah, Siska Pebiana

PDF 4893-4906

Multimodal retrieval-augmented generation with sentiment-aware responses for depression Aluri Suguna Ratnapriya, A. Mary Sowjanya

PDF 4907-4918

Generative artificial intelligence personalization and consumer behavior analytics Endang Tjahjaningsih, Elen Puspitasari, Felix Andreas Sutanto, Dewi Handayani Untari Ningsih, Dwi Budi Santoso

PDF 4919-4932

Satellite imagery and deep learning framework for highway construction with minimal vegetation impact Meenakshi Meenakshi, Rajesh Thalwagal Matha

PDF 4933-4945

Investigating the use of near infrared in household object recognition Muhammad Attamimi, Muhammad Ammar Aiman Majid, Hendra Kusuma, Muhammad Rivai, Rudy Dikairono

PDF 4946-4960

Impact of self-efficacy, digital and financial literacy, and family support on Indonesian entrepreneurs’ performance Md. Nahidul Islam, Maheran Zakaria, Wan Noraswaniaty Wan Ahmad, Erna Hernawati, Yudi Nur Supridi, Afif Deni Irawan

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An efficient computational framework for abstracting program slices from Java code Aparna Kudloor Siddalingaiah, Rajkumar Kulkarni

PDF 4969-4979

Advanced synchronization strategies in metacloud systems for reliable distributed data storage Ghassan Adnan Hammoodi Al-Bdairi, Saad Talib Hasson

PDF 4980-4991

Application of adaptive artificial intelligence for personalizing learning paths in e-learning Mohammed Salihoun, Abdelali Elmounadi

PDF 4992-5000