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Home > Archives > Vol 15, No 3

DOI: http://doi.org/10.11591/ijai.v15.i3

Table of Contents

Exploring artificial intelligence in vocational learning: teachers’ perspective from Indonesia Yuliansah Yuliansah, Mar’atus Sholikah, Sutirman Sutirman

PDF 2009-2023

Applications of machine intelligence and decision analytics in hospitality: a systematic review Omar Jawabreh, Ehab Abdul Raheem Alshatnawi, Rami Mahmoud

PDF 2024-2040

Pneumothorax detection using a learning focal point architecture Salah-Eddine Mansour, Bouabid Qabliyane, Abdelhak Sakhi, Zakaria Khoudi, Mohamed Baslam

PDF 2041-2052

Mapping global ethical AI principles into Indonesian higher education: a framework for responsible institutional implementation Zaqqi Yamani, Sarifah Putri Raflesia, Dinda Lestarini, Ghita Athalina, Purwita Sari

PDF 2053-2061

Performance-optimized boosted hybrid ensemble model for diabetes risk prediction Prajakta Bhosale-Dhamdhere, Ganesh Pathak

PDF 2062-2080

Advanced inferential statistics and data mining for chlorophyll distribution clustering Felix Reba, Toha Saifudin, Rimuljo Hendradi

PDF 2081-2091

AI tools in teaching: EFL teachers’ perceptions of usefulness, challenges, and the role of designation and AI-training Md. Mahadhi Hasan, Kaniz Fatema, Rashed Mahmud

PDF 2092-2102

Detection of autism spectrum disorder using multilayer perceptron classifier Ahmed Q. Hadi, Saif H. Alrubaee, Fahad Taha Al-Dhief, Ammar AbdRaba Sakran

PDF 2103-2112

A scalable low-cost internet of things-based electronic nose for identifying chemical ripening in fruits Amit R. Welekar, Gaurav Vishnu Londhe, Amit Pimpalkar, Abhrendu Bhattacharya, Nilesh Shelke, R. Jeberson Retna Raj

PDF 2113-2124

Architectural design of an internet of things-based framework for road bike speed optimization Tigor Hamonangan Nasution, Opim Salim Sitompul, Fahmi Fahmi, Muhammad Anggia Muchtar

PDF 2125-2140

Navigating the new frontier: large language models and their implications for education Laila Boullous, Mustapha Hain, Adil Chergui, Brahim Elbhiri

PDF 2141-2152

Modified gorilla troops optimization for the quadratic assignment problem Hussein Fouad Almazini, Salah Mortada, Hassan Al-Mazini

PDF 2153-2165

From audio to image: gunshot classification using Mel spectrogram convolutional neural networks Peerapol Khunarsa, Pafan Doungpaisan

PDF 2166-2180

Hybrid automated road crack segmentation using morphological operations and boundary tracing Ida Ayu Ari Angreni, Diyanti Diyanti, Vega Valentine

PDF 2181-2191

A hybrid deep learning approach for BoT-IoT intrusion detection Khalid Altarawneh, Ghayth AlMahadin, Ibrahim Altarawni

PDF 2192-2200

Multi-agent autonomous GeoAI framework for scalable and self-improving geospatial intelligence Kim-Son Nguyen, The-Vinh Nguyen, Van-Viet Nguyen, Thi-Minh-Hue Luong, Huu-Khanh Nguyen, Duc-Binh Nguyen

PDF 2201-2215

Personalized learning with learning style using fuzzy for university students performance Endina Putri Purwandari, Endang Widi Winarni, Siti Soraya Abdul Rahman, Jafar Nashrudin Al Azam

PDF 2216-2228

Adaptive proportional integral control using neural networks for secondary frequency regulation in microgrids Belkasem Imodane, Mohamed Benydir, Sana Mouslim, Abdellah El Idrissi, Mohamed Ajaamoum, Brahim Bouachrine

PDF 2229-2237

Fine-tuning convolutional neural network for artificial intelligence generated image detection enhancement Steven Vincent Hendrawan, Moeljono Widjaja, Alethea Suryadibrata

PDF 2238-2246

Stacking ensemble techniques for automated peripheral blood cell classification using Inception v3 features Marwa Mawfaq Mohamedsheet Al-Hatab, Maysaloon Abed Qasim, Nawar A. Sultan

PDF 2247-2259

Artificial intelligence-based risk assessment in agro-industry using supervised neural networks Imam Santoso, Izzum Wafi'uddin, Naila Maulidina Lu'ayya, Annisa'u Choirun, Siti Asmaul Mustaniroh, Dodyk Pranowo, Ainur Rofiq

PDF 2260-2268

Cutting-edge algorithms for reliable failure prediction in metro train systems Sana Chakri, Naoual Mouhni, Faouzia Ennaama

PDF 2269-2277

Improved boosting-based machine learning algorithms for network intrusion detection in wireless sensor network Said Ouhmi, Housni Khalid, Mbarek Marwan, Hassan Selkhi, Abdelkarim Ait Temghart

PDF 2278-2289

Combination of binary particle swarm optimization and random forest for stroke disease prediction Sutikno Sutikno, Rismiyati Rismiyati, Khadijah Khadijah, Abdul Karim

PDF 2290-2299

Comparing global and variety-specific ensemble models for avocado maturity prediction with near-infrared Christian Ovalle, Jhon Garcia Jimenez, Jose Briones Zuñiga

PDF 2300-2313

A hybrid machine learning model for optimized mixed-crop recommendation Ahmed Mohammed Gimba, Pradeep Kumar Mishra

PDF 2314-2324

Yarn inspection and sorting system using robotic vision and machine learning Emmanuel Agung Nugroho, Joga Dharma Setiawan, Deni Kurnia, Nanang Roni Wibowo

PDF 2325-2336

Brain tumor detection using VGG-16 model Aicha Oussous, Abderrahmane Ez-zahout, Soumia Ziti

PDF 2337-2346

Intestinal disorders categorization in endoscopic images using deep learning architectures Esha Saxena, Suraiya Parveen, Mohd. Abdul Ahad, Meenakshi Yadav, Mohammad Anas

PDF 2347-2356

Accurate detection of Alzheimer’s disease using machine learning model on magnetic resonance imaging data Rahman Md Mojnur, Md. Tanjil Sarker, Hezerul Abdul Karim, Fahmid Al Farid, Aziah Ali, Wan Noorshahida Mohd Isa

PDF 2357-2368

Machine learning-enabled joint antenna selection and precoding Monica Nilesh Kalbande, Kanala Sai Madhuri, M. Venkateswara Rao, Saradha Rani Sabbavarapu, Rajyalakshmi Uppada, Lakshmi Durga Rajamahendravarapu

PDF 2369-2376

LogRegression: human action pattern recognition for yoga and kavayat for children Vanita Babanne, Pankaj M. Agarkar

PDF 2377-2384

Enhancing fake news detection: a hybrid BERT-XGBoost model for improved performance and interpretability Nishant Vasantkumar Hegde, Suneesh Bare, Namruth Reddy, Rajat Gondkar Aravinda, Minal Moharir, Aamir Ibrahim

PDF 2385-2397

Adaptive synthetic-based arrhythmia classification using machine learning techniques Md. Rabiul Islam, Tapan Kumar Godder, Ahsan Ul-Ambia, Ferdib Al-Islam, Bulbul Ahamed, Anindya Nag, Ariful Islam

PDF 2398-2409

Ensuring effective cervical cancer diseases diagnosis system using ensemble machine learning model Oluwatobi Akinlade, Jafar Abdollahi, Misan Paul Etchie, Sunday Adeola Ajagbe, Oluwaseyi Omotayo Alabi, Bambo Ayo Adeyanju

PDF 2410-2422

Spark-powered bioactivity prediction: a comparison of machine learning approaches Nazif Tchagafo, Abderrahmane Ez-Zahout, Ahiod Belaid

PDF 2423-2430

Enhancing diabetes prediction: integrating machine learning with explainable artificial intelligence Shaik Abdul Jaffar, Shadab Siddiqui

PDF 2431-2448

Dynamic portfolio optimization using differential evolution: a Markowitz modern portfolio theory approach Hengki Tamando Sihotang, Jonson Manurung, Bambang Saras Yulistiawan, Galih Prakoso Rizky A.

PDF 2449-2458

Optimized classification of student performance outcomes using LEE feature selection in the context of educational data mining Kishore Kumar Kamarajugadda, Movva Pavani, Rani Vanathi Gurusamy, Nagarajan Karthikeyan, Pavan Kumar Nidumolu, Desidi Narsimha Reddy, Muniappan Ramaraj, Rajasekaran Nithya

PDF 2459-2470

Computed tomography imaging radiomics: a novel approach to early-stage non-small cell lung cancer prediction Raviteja Balekai, Mallikarjun S. Holi

PDF 2471-2483

Prediction of new student admissions to higher education using support vector machines Neni Purwati, Windya Harieska Pramujati, A. Aviv Mahmudi, Mira Febriana Sesunan, Yahya Yahya

PDF 2484-2493

Multilingual signs recognition using recurrent neural network Thouseef Ulla Khan, Dileep Marichi Ramachandra

PDF 2494-2510

Handwriting-based personality classification on Indian samples using long-short term memory Pradeep Kumar Mishra, Gouri Sankar Mishra, Ali Imam Abidi, Tarun Maini, Amit Kumar

PDF 2511-2520

Tomato leaf disease classification using DenseNet-121 with data augmentation and fine-tuning Sufajar Butsianto, Anggi Muhammad Rifa’i

PDF 2521-2532

Predictive modeling for crop suitability and productivity using machine learning techniques Gulaganjihalli Ningegowda Shwetha, Bhat Geetalaxmi Jairam

PDF 2533-2542

Machine learning approaches for anomaly detection of Jakarta air quality index Muhammad Rizky Nurhambali, Yenni Angraini, Anwar Fitrianto

PDF 2543-2553

Image enhancement combined with EfficientNet-B7 for grading classification of diabetic retinopathy Nina Sevani, Edy Kristianto, Albert Salomo

PDF 2554-2566

Diagnosing tuberculosis from X-ray imaging based on contrast limited adaptive histogram equalization Nguyen Trong Vinh, Lam Thanh Hien, Ha Manh Toan, Do Nang Toan

PDF 2567-2580

Hyperparameter optimization of deep residual recurrent fusion models for facial emotion recognition Muhammad Munsarif, Ku Ruhana Ku-Mahamud

PDF 2581-2594

Utilization of depth-wise and spatially separable convolutional network fusion for classification of white blood cells Firas Muneam Bachay, Ali Abbas Alzaheiree, Hassenien Ali Hussein, Ahmed Nooruldeen Alsafi, Mohammed Hasan Abdulameer

PDF 2595-2605

Performance analysis of intelligent controllers for permanent magnet synchronous motor drive systems Kasim Mousa Al-Aubidy, Izziyyah M. Alsudi, Abdullah F. Al-Saoudi

PDF 2606-2617

DriveShield: attention-based hybrid neural network for intrusion detection in automotive controller area networks Vismaya Kootayi Kunnacheri, Arul Leena Rose Peter Joseph

PDF 2618-2632

Forecasting world sugar contract futures using long short-term memory technique with multi-step ahead forecasting strategy Khairil Anwar Notodiputro, Kayla Fakhriyya Jasmine, Indahwati Indahwati, Wandee Wanishsakpong

PDF 2633-2642

ValveHealthNet: a light deep learning model for accurate valvular heart disorder detection Ausilah Alfraihat, Wafaa Al-Sharu, Ali Mohammad Alqudah

PDF 2643-2654

Vision transformer and hybrid models for Malayalam handwritten word recognition Anju Arangil Thazhath, Binu Poothakuzhiyil Chacko, Mohamed Basheer Kizhakke Parambath

PDF 2655-2663

Optimizing papaya yield: the evaluation of deep learning models for automated disease detection Tejas Rana, Chintan Thacker

PDF 2664-2673

Explainable deep learning framework for advanced deepfake video manipulation detection Shahrin Islam, Bibhas Roy Chowdhury Piyas, Fatama Jannat Tisha, Abu Saleh Musa Miah, Sadia Rahman, Shazzad Hossen, Md Abdus Samad Kamal

PDF 2674-2684

A novel deep learning-based pollinator species classification using the multimodal species-image regularization framework Pooja Hadimane, Ashoka Kukkuvada

PDF 2685-2697

Parkinsonian gait classification in older adults using time–frequency spectrograms and 2D convolutional neural network Kazi Ashikur Rahman, Ezreen Farina Shair, Nur Zawani Saharuddin, Muhammad Hazwan Adlin Jumaris

PDF 2698-2708

VisionEyeNet: a customized deep learning framework for early diagnosis of keratitis and uveitis Somashekhar Bannur Mayigowda, Raghavendra Kodandarama, Sudhamani Mallaiah, Manjunath Naganna, Jamuna Jamuna, Kiran Kumar B. S.

PDF 2709-2722

Makespan and energy-aware workflow scheduler for heterogeneous cloud computing platform Rashmi Kambalapalli Anjaneya Reddy, Vikas Reddy Shivaram Reddy

PDF 2723-2735

Hybrid deep learning for sentiment analysis of online student experiences Raja Ouadad, Hicham Mouncif

PDF 2736-2749

A transfer hybrid deep learning approach for advanced intrusion detection in IoT-based smart home security Mouad Choukhairi, Ouail Choukhairi, Youssef Fakhri, Ali Choukri

PDF 2750-2760

Effects of sparse datasets on time interval-aware self-attention sequential recommendation models Weishan Ooi, Lee-Yeng Ong, Meng-Chew Leow

PDF 2761-2773

RGB-D salient object detection with local feature and semantic segmentation Zhang Wang, Kim On Chin, Rayner Alfred, Junyi Chai, Rundong Zhang, Soo See Chai

PDF 2774-2785

K-fold ensemble 3D convolutional neural network for predicting MGMT promoter methylation in glioblastoma Manzoor Mohammad, Burra Vijaya Babu

PDF 2786-2796

Deep hybrid models for bitcoin forecasting: EMD, CEEMDAN,and LSTM in comparison Ayoub Aarabi, Maryem Ait Moulay, Issam Bouganssa, Abdelali Lasfar

PDF 2797-2810

Performance comparison of deep learning models for concrete crack detection on mobile devices Sarapee Chunkaew, Somporn Ruang-On, Prawit Nuengmatcha, Kritaphat Songsri-in

PDF 2811-2825

Dynamic optimization using long short-term memory and genetic algorithms for predicting marine data Mukhlis Mukhlis, Indra Jaya, Sri Nurdiati, Karlisa Priandana, Irman Hermadi

PDF 2826-2837

Identification of areas of influence using a thematic modeling approach and belief function theory Fatima-Zahrae Sifi, Wafae Sabbar, Amal El Mzabi

PDF 2838-2848

Hybrid convolutional neural network-bidirectional long short-term memory model for Arabic sentence readability assessment Mohamed Amine Ouassil, Mohammed Jebbari, Rabia Rachidi, Mouaad Errami, Soufiane Hamida, Bouchaib Cherradi, Abdelhadi Raihani

PDF 2849-2862

Review of advancements in AI-assisted lung sound analysis for respiratory illness diagnosis in noisy environments Reshma Sreejith, R. Kanesaraj Ramasamy, Wan-Noorshahida Mohd-Isa, Junaidi Abdullah

PDF 2863-2873

Double direction optimization: a new metaheuristic that performs exploitation and exploration simultaneously Purba Daru Kusuma, Helmy Widyantara

PDF 2874-2884

Pre-driving fatigue screening from short-term heart rate variability with subject-independent validation Tia Haryanti, Eri Prasetyo Wibowo, Wahyu Kusuma Raharja, Rossi Septy Wahyuni, Imliyati Sari

PDF 2885-2895

High-gain antenna arrays for millimetre-wave energy harvesting: architectures, challenges, and future directions Shalini Mirle Gajendra, Naveen Kalenahalli Bhoganna

PDF 2896-2906

Improving the quality of images using Wasserstein generative adversarial networks for image restoration Aruna Pavate, Surekha Janrao, Rohini Patil, Maganti Venkatesh, Shudhodhan Bokefode, Yunfei Li, Ubaldo Comite

PDF 2907-2919

Class imbalance resolution in IoT networks using advanced elk herd optimization with SMOTE and iteratively fine-tuned deep BiLSTM Srikanth Mudiyanur Sriramappa, Ananda Babu Jayachandra, Vasantha Kumar Mahadevachar, Ashwini Kailas, T. G. Keerthan Kumar

PDF 2920-2934

Enhancing phishing website detection: a comparative study of SMOTETomek-XGB and SMOTEENN-XGB Kamal Omari, Ayoub Oukhatar

PDF 2935-2945

Smart system to control lighting in a smart library Ouissale Elansari, Hicham Jamouli

PDF 2946-2955

Adaptive multi-scale convolutional network for plant leaf disease detection and classification Tejashwini C. Gadag, D. R. Kumar Raja

PDF 2956-2969

Deep learning-based integrated XAI for photovoltaic power forecasting considering actual power production period Promphak Boonraksa, Warunee Srisongkram, Kedsara Palachai, Boonruang Marungsri, Terapong Boonraksa

PDF 2970-2984