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Home > Archives > Vol 14, No 5

DOI: http://doi.org/10.11591/ijai.v14.i5

Table of Contents

Automated menu planning for pregnancy based on nutrition and budget using population-based optimization method Diva Kurnianingtyas, Nathan Daud, Kohei Arai, Indriati Indriati, Marji Marji

PDF 3483-3492

Optimizing nonlinear autoregressive with exogenous inputs network architecture for agarwood oil quality assessment Muhammad Ikhsan Roslan, Noor Aida Syakira Ahmad Sabri, Nur Athirah Syafiqah Noramli, Nurlaila Ismail, Zakiah Mohd Yusoff, Ali Abd Almisreb, Saiful Nizam Tajuddin, Mohd Nasir Taib

PDF 3493-3502

Artificial intelligence applications in agriculture: a systematic review of literature Michael Cabanillas-Carbonell, Joselyn Zapata-Paulini

PDF 3503-3519

Object detection for indoor mobile robot: deep learning approaches review Hind Messbah, Mohamed Emharraf, Mohamed Saber

PDF 3520-3527

Efficiency search: application of nature-inspired algorithms in artificial intelligence forecasting models José Rolando Neira Villar, Miguel Angel Cano Lengua

PDF 3528-3541

Temporal context of lightweight network model for detecting boats approaching the tsunami early warning system Wayan Wira Yogantara, Suprijanto Suprijanto, Anak Agung Ngurah Ananda Kusuma, Yuki Istianto

PDF 3542-3553

Enhanced solar panels fault detection approach using lightweight YOLO Naima El Yanboiy, Mohamed Khala, Ismail Elabbassi, Nourddine Elhajrat, Omar Eloutassi, Youssef El Hassouani, Choukri Messaoudi

PDF 3554-3562

A hybrid steganography scheme with reduced difference expansion and pixel-value ordering I Kadek Agus Ariesta Putra, Ntivuguruzwa Jean De La Croix, Tohari Ahmad

PDF 3563-3575

Pre-trained convolutional neural network-based algorithms: application for recognizing the age category Yuni Yamasari, Lusiana Anggraini, Anita Qoiriah, Ricky Eka Putra, Hapsari Peni Agustin Tjahyaningtijas, Tohari Ahmad

PDF 3576-3587

FaceSynth: text-to-face generation using CLIP and its variants with generative adversarial networks Priyadharsini Ravisankar, Shruthi Dhanvanth, Vaishnave Jenane Padmanabhan

PDF 3588-3598

Automatic essay scoring: leveraging Jaccard coefficient and Cosine similarity with n-gram variation in vector space model approach Andharini Dwi Cahyani, Moh. Wildan Fathoni, Fika Hastarita Rachman, Ari Basuki, Salman Amin, Bain Khusnul Khotimah

PDF 3599-3612

Students’ perceptions and effect of ChatGPT on research proposal quality across gender in Indonesia Moon Hidayati Otoluwa, Arhanuddin Salim, Kadir Kadir, Indah Wardaty Saud, Gina Nurvina Darise, Andi Asma

PDF 3613-3623

Stock market liquidity: hybrid deep learning approaches for prediction Mariam Ait Al, Said Achchab, Younes Lahrichi

PDF 3624-3633

Comparative analysis of gender classification methods using convolutional neural networks Panca Dewi Pamungkasari, Ilhan Alim Asfandima, Achmad Pratama Rifai, Nguyen Huu Tho

PDF 3634-3646

A competitive learning approach to enhancing teacher effectiveness and student outcomes Ilyas Tammouch, Soumaya Nouna, Abdelamine Elouafi, Assia Nouna

PDF 3647-3655

Inverse-Mel scale spectrograms for high-frequency feature extraction and audio anomaly detection in industrial machines Kader Basha Tajuddin Shaikh, Naresh P. Jawarkar, Vasif Ahmed, Nadir Nizar Ali Charniya

PDF 3656-3666

Transforming campus mobility: the DigiSticker system in digital parking solutions Rahman Md. Mojnur, Md. Tanjil Sarker, Wan-Noorshahida Mohd-Isa, Fahmid Al Farid, Md. Rakibul Hassan Sheam, Hezerul Abdul Karim, Gobbi Ramasamy, Aziah Ali

PDF 3667-3680

Optimizing diabetes prediction: unveiling patient subgroups through clustering Rita Ganguly, Dharmpal Singh, Rajesh Bose

PDF 3681-3692

Fuzzy risk assessment system for indoor air quality and respiratory disease prevention Éldman de Oliveira Nunes, Ariel Isaac Posada Barrera, Laura Margarita Rodríguez Peralta, Paulo Nazareno Maia Sampaio, Fabián Leonardo Cuesta Astudillo

PDF 3693-3701

Enhancing challenge-based immersion in cultural game using appreciative fuzzy logic Muljono Muljono, Hanny Haryanto, Pulung Nurtantio Andono, Raden Arief Nugroho, Fitri Yakub, Indriyo K. Sukmono

PDF 3702-3714

Comparative analysis of convolutional neural network architectures for poultry meat classification Sekhra Salma, Mohammed Habib, Adil Tannouche, Youssef Ounejjar

PDF 3715-3723

Optimized convolution neural network with ant colony algorithm for accurate plant disease detection Shweta V. Bondre, Uma Yadav, Vipin D. Bondre, Poorva Agrawal

PDF 3724-3733

Comparison of HSV-color and ANN-HSV-color segmentation for detecting soybean adulteration Farid Rahmat Abadi, Rudiati Evi Masithoh, Lilik Sutiarso, Sri Rahayoe

PDF 3734-3743

Backpropagation neural networks for solving gas flow equations in porous media Adrianto Adrianto, Zuher Syihab, Sutopo Sutopo, Taufan Marhaendrajana

PDF 3744-3756

MobileChiliNet: convolutional neural network for chili leaves classification Sayuti Rahman, Marischa Elveny, Marwan Ramli, Dionikxon Manurung

PDF 3757-3770

Data-driven clustering and prediction of high school graduation rates in Indonesia (2015-2023) using machine learning Muhammad Salman Arrosyid, Marzuki Marzuki, Widihastuti Widihastuti, Haryanto Haryanto, Maria Angelina Fransiska Mbari

PDF 3771-3780

An algorithm for training neural networks with L1 regularization Ekaterina Gribanova, Roman Gerasimov

PDF 3781-3789

Arithmetic artificial bee colony optimization algorithm with flexible manipulator system Mohd Ruzaini Hashim, Ahmad Fitri Mazlan, Mohammad Osman Tokhi

PDF 3790-3801

Comparison among search algorithms for hyperparameter of support vector machine optimization Nguyen Ba Nghien, Cuong Nguyen Cong, Nhung Nguyen Thi, Vuong Quoc Dung

PDF 3802-3815

Artificial intelligence-powered smart roads: leveraging orange3 for traffic signs recognition Areen Arabiat, Muneera Altayeb, Sanaa Salama

PDF 3816-3826

A comprehensive artificial intelligence framework for reducing patient rehospitalizations Ganesh Khekare, Midhunchakkaravarthy Janarthanan

PDF 3827-3834

Early goat disease detection using temperature models: k-nearest neighbor, decision tree, naive Bayes, and random forest Fareza Ananda Putra, Wella Wella

PDF 3835-3846

Recommendation system for football player recruitment using k-nearest neighbor Maukar Maukar, Rodiah Rodiah

PDF 3847-3857

Optimizing battery life: a TinyML approach to lithium-ion battery health monitoring Kamaraj Lalitha Nisha, Vasanth Pradeep, Padmanabhan Puthiyaveedu Krishnankutty Nair, Sreelakshmi Pillai, Manikandan Arunachalam, Rakesh Thoppaen Suresh Babu

PDF 3858-3868

Enhancing energy efficiency and accuracy in IoT-based wireless sensor networks using machine learning Naganna Shankar Sollapure, Poornima Govindaswamy

PDF 3869-3878

Optimized ensemble framework for predicting hydroponic stock and sales using machine learning Viktor Handrianus Pranatawijaya, Ressa Priskila, Putu Bagus Adidyana Anugrah Putra, Nova Noor Kamala Sari, Efrans Christian, Septian Geges, Novera Kristianti

PDF 3879-3886

Accuracy of long short-term memory model in predicting YoY inflation of cities in Indonesia Harfely Leipary, Adi Setiawan

PDF 3887-3896

Advanced risk assessment using machine learning and sentiment analysis on log data Nidal Turab, Abdelrahman Abushattal, Jamal Al-Nabulsi, Hamza Abu Owida

PDF 3897-3905

User acceptance of the gender and development mobile app with a rating checklist using a modified technology acceptance model Rossian V. Perea, Abigael M. Miranda

PDF 3906-3914

Voting classifier in pain points identification Yusup Miftahuddin, Muhammad Alif Firdaus

PDF 3915-3925

Hybridized deep learning model with novel recommender for predicting criticality state of patient using MIMIC-IV dataset Sarika Khope, Deepali Kotambkar, Rama Vasantha Adiraju, Smita Suhas Battalwar

PDF 3926-3933

IoT-enabled Edge Impulse approach for heat stress prediction in outdoor settings Lim Ke Yin, Sumendra Yogarayan, Siti Fatimah Abdul Razak, Md. Shohel Sayeed, Umar Ali Bukar

PDF 3934-3944

Two-steps feature selection for detection variant distributed denial of services attack in cloud environment Kurniabudi Kurniabudi, Eko Arip Winanto, Sharipuddin Sharipuddin

PDF 3945-3957

Translation-based image steganography system utilizing autoencoder and CycleGAN Thakwan Akram Jawad, Jamshid Bagherzadeh Mohasefi, Mohammed Salah Reda Abdelghany

PDF 3958-3969

Optimizing nitik batik classification through comparative analysis of image augmentation Suprapto Suprapto, Meilany Nonsi Tentua, Ahmad Rizki Maulana

PDF 3970-3981

A hybrid model for handling the imbalanced multiclass classification problem Esra'a Alshdaifat, Fairouz Hussein, Ala'a Al-shdaifat, Malak Al-Hassan, Enshirah Altarawneh

PDF 3982-3993

Improving multilayer perceptron on rainfall data using modified genetics algorithm Marji Marji, Wayan Firdaus Mahmudi, Endang Wahyu Handamari, Edy Santoso, Maulana Muhamad Arifin

PDF 3994-4005

A novel method for examining promoters using statistical analysis and artificial intelligence learning Sinan Salim Mohammed Sheet, Marwa Mawfaq Mohamedsheet Al-Hatab, Maysaloon Abed Qasim

PDF 4006-4016

Detection of chronic kidney disease based on ensemble approach with optimal feature selection using machine learning Deepika Amol Ajalkar, Jyoti Yogesh Deshmukh, Mayura Vishal Shelke, Shalini Vaibhav Wankhade, Shwetal Kishor Patil

PDF 4017-4031

Residual edge dense enhanced module network: a deep learning approach with multi-class SVM for lung tumor stage classification Prabakaran Jayaraman, Pandiaraj Selvaraj, Ashwini Elango

PDF 4032-4042

Enhanced deepfake detection using an ensemble of convolutional neural networks Yeeshu Ralhen, Sharad Sharma

PDF 4043-4049

Laurent series intelligent multidimensional object optimization classification for crop disease detection Anandhan Karunanithi, Ajay Shanker Singh

PDF 4050-4060

Design and analysis of reinforcement learning models for automated penetration testing Suresh Jaganathan, Mrithula Kesavan Latha, Krithika Dharanikota

PDF 4061-4073

Facial paralysis image analysis for stroke detection using deep ensemble transfer learning and optimization Kiruthiga Subramaniyan, Chinnasamy Anbuananth, Dhilip Kumar Venkatesan

PDF 4074-4089

An improved real time detection transformer method for retail product detection Andi Wahyu Maulana, Suryo Adhi Wibowo

PDF 4090-4100

Lung sound classification using YAMNet, neural network, and augmentation Jaenal Arifin, Tri Arief Sardjono, Hendra Kusuma

PDF 4101-4112

Educational data mining approach for predicting student performance and behavior using deep learning techniques Muniappan Ramaraj, Sabareeswaran Dhendapani, Jothish Chembath, Selvaraj Srividhya, Nainan Thangarasu, Bhaarathi Ilango

PDF 4113-4122

Enhanced classification of aromatic herbs using EfficientNet and transfer learning Samira Nascimento Antunes, Madalena De Oliveira Barbosa Divino, Luana Dos Santos Cordeiro, Fernanda Pereira Leite Aguiar, Marcelo Tsuguio Okano

PDF 4123-4136

Multiclass instance segmentation optimization for fetal heart image object interpretation Hadi Syaputra, Siti Nurmaini, Radiyati Umi Partan, Muhammad Taufik Roseno

PDF 4137-4150

An energy-efficient and secure framework for wireless sensor networks Maruthi Hanumanthappa Chandrappa, Poornima Govindaswamy

PDF 4151-4161

Ensemble reverse knowledge distillation: training robust model using weak models Christopher Gavra Reswara, Tjeng Wawan Cenggoro

PDF 4162-4170

BonoNet: a deep convolutional neural network for recognizing bangla compound characters Kazi Rifat Ahmed, Nusrat Jahan, Adiba Masud, Nusrat Tasnim, Sazia Sharmin, Nusrat Jahan Mim, Imran Mahmud

PDF 4171-4180

Robust 3D finger knuckles biometric identification with hierarchical featureNet architecture Divya Gangachannaiah, Mamatha Aruvanalli Shivaraj, Honganur Chandrasekharaiah Nagaraj

PDF 4181-4191

Integrating IndoBERT and balanced iterative reducing and clustering using hierarchies of BERTopic in Indonesian short text Muhammad Muhajir, Gunardi Gunardi, Danardono Danardono, Dedi Rosadi

PDF 4192-4201

Learning assistance module based on a small language model Marco Antonio Jinete, Robinson Jiménez-Moreno, Anny Astrid Espitia-Cubillos

PDF 4202-4210

Exploring social media sentiment patterns for improved cyberbullying detection Wael M. S. Yafooz, Abdulsamad Ebrahim Yahya, Abdullah Alsaeedi, Reyadh Alluhaibi, Faisal Jamil, Mahmoud Salaheldin Elsayed

PDF 4211-4225

Multilabel classification sentiment analysis on Indonesian mobile app reviews Riccosan Riccosan, Karen Etania Saputra

PDF 4226-4234

Grid graph convolutional network-cyclical learning rate EfficientNet for liver tumor segmentation classification Sangi Narasimhulu, Ch D V Subba Rao

PDF 4235-4249

Intent detection in AI chatbots: a comprehensive review of techniques and the role of external knowledge Jemimah Kandaraj, Rajkumar Kannan, Frederic Andres

PDF 4250-4259

Anisa: artificial intelligence companion for elderly care with empathetic conversations and health management Shilpa Karegoudra, Pawan Hegde, Sinchana C. Poojary, Pranitha P. Shetty, Sahana M. Kotian, Saanvi Kallianpur, Veeresha R. Koti

PDF 4260-4270

AI-driven hyper-personalization and transfer learning for precision recruitment Nour Alqudah, Qusai Q. Abuein, Mohammed Q. Shatnawi

PDF 4271-4278

Automated vial defect inspection using Gabor wavelets and k-means clustering Vishwanatha C. R., V. Asha, Channabasava Channabasava, Sreekanth Rallapalli

PDF 4279-4289

An algorithm for controlling the transmission of video streams in a flying ad hoc network Salah M. M. Alghazali, Wisam K. Mahdloom Aljeazna, Murtadha N. Rasol, Konstantin A. Polshchykov, Rodion V. Likhosherstov

PDF 4290-4298

Facial features extraction using active shape model and constrained local model: a comprehensive analysis study Musab Iqtait, Marwan Harb Alqaryouti, Ala Eddin Sadeq, Suhaila Abuowaida, Abedalhakeem Issa, Sattam Almatarneh

PDF 4299-4307

Unveiling critical features for failure prediction in green internet of things applications Ouiam Khattach, Omar Moussaoui, Mohammed Hassine

PDF 4308-4318

Building change detection via classification in high-resolution aerial imagery Hayder Mosa Merza, Ihab Sbeity, Mohamed Dbouk, Zein Al-Abidin Ibrahim

PDF 4319-4331

Heart disease prediction optimization using metaheuristic algorithms Zaid Nouna, Hamid Bouyghf, Mohammed Nahid, Issa Sabiri

PDF 4332-4341

Multi-class stock market forecasting with deep learning models: an explainable artificial intelligence Chhaya Patel, Ashwin Raiyani

PDF 4342-4352

Transformation of Islamic values in the era of artificial intelligence Nur Faizin, Abul Ma`ali, Muhammad Fahmi Hidayatullah, Ahmad Munjin Nasih, Rohmatul Faizah, Moh. Fauzan

PDF 4353-4362

The effectiveness of ChatGPT in extracting architectural patterns and tactics Hind Milhem, Naderah Al-Jawabrah, Raghad Abu Wadi

PDF 4363-4370

Intelligent assessment of harmonic distortion compliance in reverse osmosis systems Cherki Lahlou, Belaid Bouikhalene, Jamaa Bengourram, Hassan Latrache

PDF 4371-4381

Accelerating solder joint classification using generative artificial intelligence for data augmentation Teng Yeow Ong, Chow Teoh Teoh, Koon Tatt Tan

PDF 4382-4389

Designing an intelligent system for vibration diagnosis of centrifugal water-cooling pumps using Bayesian networks Wiwit Suprihatiningsih, Dedik Romahadi, Aberham Genetu Feleke

PDF 4390-4402