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Home > Archives > Vol 14, No 6

DOI: http://doi.org/10.11591/ijai.v14.i6

Table of Contents

A bibliometric analysis of feature selection techniques: trends, innovations, and future directions Oumaima Semmar, Wissal El Habti, Donalson Wilson, Abdellah Azmani

PDF 4403-4414

A review of driver distraction detection while driving based on convolutional neural networks Ghady Alhamad, Mohamad-Bassam Kurdy

PDF 4415-4426

A review on long short-term memory combination development Ahmad Riyadi, Nur Rokhman, Lukman Heryawan

PDF 4427-4441

The contribution of artificial intelligence in people with autism: a systematic literature review Anderson Moza-Villalobos, Michael Cabanillas-Carbonell

PDF 4442-4453

Artificial intelligence for individuals with disabilities in higher education institutions: a systematic review Finita Glory Roy, Friggita Johnson

PDF 4454-4460

Predicting the severity of road traffic accidents Morocco: a supervised machine learning approach Halima Drissi Touzani, Sanaa Faquir, Ali Yahyaouy

PDF 4461-4473

AI-driven creativity in software development using services information Faisal Fahmi, Feng-Jian Wang, Hema Subramaniam

PDF 4474-4483

Enhancing academic conferences with AI: defining the role of the human AI editor Esteban Galan-Cubillo, Emilio Saez-Soro

PDF 4484-4493

Explainable artificial intelligence with anchors method for breast cancer treatment recommendation Reena Lokare, Mansing Rathod, Jyoti Sunil More

PDF 4494-4501

Inexpensive human audiometric system using Raspberry Pi and artificial intelligence Abdulrafa Hussain Maray, Muataz Akram Hassan, Taha Hussein Marai Al-Hassan

PDF 4502-4510

Automated legal content management system for multi-country integration Hardik Pawar, Nidhi Prakash, Smriti Srivastava, Sneha M., Shaik Mohideen Syedabdulkader, Pratiba D., Sandhya S.

PDF 4511-4519

Classification algorithm with artificial intelligence for the diagnostic process of obstructive sleep apnea Jehil Ventura-Tecco, Jesús Fajardo-Avalos, Michael Cabanillas-Carbonell

PDF 4520-4532

Computer vision syndrome prevention: detection of expression and eye distance with monitor screens Aufaclav Zatu Kusuma Frisky, Elang Arkanaufa Azrien, Raden Sumiharto, Sri Hartati

PDF 4533-4540

Combining convolutional operators in unsupervised networks for kidney abnormalities Aekkarat Suksukont, Anuruk Prommakhot, Jakkree Srinonchat

PDF 4541-4551

Humans’ psychological traits classification from their spending categories using artificial intelligence algorithms Arpitha Chikkamagaluru Narasimhe Gowda, Sunitha Madasi Ramachandra

PDF 4552-4564

EmoVibe: AI-driven multimodal emotion analysis for mental health via social media dashboards Deepali Vora, Aryan Sharma, Mudit Garg, Steve Fransis

PDF 4565-4578

A comparative study of large language models with chain-of thought prompting for automated program repair Eko Darwiyanto, Rizky Akbar Gusnaen, Rio Nurtantyana

PDF 4579-4589

Optimizing robotic motion in dynamic manufacturing environments Ganiyat Abiodun Salawu, Glen Bright

PDF 4590-4599

Semantic search-enhanced healthcare chatbot for hospital information management system using vector database and transformer models Erda Guslinar Perdana, Arya Adhi Nugraha

PDF 4600-4613

Transformer and text augmentation for tourism aspect-based sentiment analysis Samuel Situmeang, Sarah Rosdiana Tambunan, Jevania Jevania, Mastawila Febryanti Simanjuntak, Sandro Sinaga

PDF 4614-4622

Low-speed scalar control of induction motor by fuzzy logic Alfonso Alejandro Sevilla-Hidalgo, Rossy Uscamaita-Quispetupa, Julio Cesar Herrera-Levano, Limberg Walter Utrilla Mego, Roger Jesus Coaquira-Castillo

PDF 4623-4635

Image segmentation using fuzzy clustering for industrial applications Robinson Jiménez-Moreno, Laura María Vargas Duanca, Anny Astrid Espitia-Cubillos

PDF 4636-4642

Greywater treatment system based on fuzzy logic control I Putu Eka Widya Pratama, Muhammad Rasyid Ridha, Anis Mahmuda Chafsah, Akhmad Ibnu Hija, Siti Nur Azella Zaine

PDF 4643-4651

Deep learning approaches for Braille detection and classification: comparative analysis Surekha Janrao, Tavion Fernandes, Ojas Golatkar, Swaraj Dusane

PDF 4652-4660

Enhancing communication and interaction in the movie industry based SparkMLlib's recommendation system Said Chakouk, Abdelkerim Zitouni, Nazif Tchagafo, Ahiod Belaid

PDF 4661-4674

Prediction of flood-affected areas based on geographic information system data using machine learning Amrul Faruq, Lailis Syafaah, Muhammad Irfan, Shahrum Shah Abdullah, Shamsul Faisal Mohd Hussein, Fitri Yakub

PDF 4675-4683

Fine-tuning multilingual transformers for Hinglish sentiment analysis: a comparative evaluation with BiLSTM Jyoti S. Verma, Jaimin N. Undavia

PDF 4684-4693

A comprehensive impression on identifying plant diseases using machine learning and deep learning methodologies Ravikanth Motupalli, John T Mesia Dhas, Swapna Neerumalla, Janjhyam Venkata Naga Ramesh, Butti Gouthami, Pavan Kumar Ande

PDF 4694-4702

Deep learning-based feature selection for lung adenocarcinoma classification and biomarker discovery Sara Haddou Bouazza, Jihad Haddou Bouazza

PDF 4703-4710

Enhancing learning outcomes in smart education: a supervised machine learning predictive analytics model for course completion Abdellah Bakhouyi, Amine Dehbi, Lahcen Amhaimar, Yassine Tazouti, Younes Nadir, Abderrahim Khalidi

PDF 4711-4721

Early detection of tar spot disease in Zea mays using hyperspectral reflectance and machine learning Claudia Nohemy Montoya-Estrada, Oscar Cardona-Morales, Oscar López-Naranjo, Freddy Eliseo Hernandez-Jorge, Yeison Alberto Garcés-Gómez

PDF 4722-4730

A two-step intelligent framework for gene expression-based cancer diagnosis Sara Haddou Bouazza, Jihad Haddou Bouazza

PDF 4731-4738

Advancements in latent fingerprint recognition: a comprehensive review of techniques and applications Nandita Manchanda, Sanjay Singla, Gopal Rathinam

PDF 4739-4748

Enhancing credit card fraud detection with synthetic minority over-sampling technique-integrated extreme learning machine Iman Kadhim Ajlan, Mohammed Ibrahim Mahdi, Hayder Murad, Fahad Taha AL-Dhief, Nurhizam Safie, Yasir Hussein Shakir, Ali Hashim Abbas

PDF 4749-4762

Hybrid N-gram-based framework for payload distributed denial of service detection and classification Andi Maslan, Cik Feresa Mohd Foozy, Kamaruddin Malik Bin Mohamad, Abdul Hamid, Dedy Fitriawan, Joni Hasugian

PDF 4763-4774

Enhancing waste management through municipal solid waste classification: a convolutional neural network approach Md. Tarequzzaman, Mojahidul Alom Akash, Zakir Hossain Nayon, Md. Sabbir Reza, Shajjadul Haque

PDF 4775-4786

Enhancing software fault prediction through data balancing techniques and machine learning Akshat Raj, Durva Mahadeo Chavan, Priyal Agarwal, Jestin Gigi, Madhuri Rao, Vinayak Musale, Akshita Chanchlani, Murtaza Shabbirbhai Dholkawala, Kulamala Vinod Kumar

PDF 4787-4801

Multi-phase feature selection for detection of epithelial ovarian cancer using ensemble machine learning techniques Suma Palani Subramanya, Suma Kuncha Venkatapathiah

PDF 4802-4813

Machine and deep learning classifiers for binary and multi-class network intrusion detection systems Ahmad Aloqaily, Emad Eddien Abdallah, Esraa Abu Elsoud, Yazan Hamdan, Khaled Jallad

PDF 4814-4827

Integrating machine learning and deep learning with landscape metrics for urban heat island prediction Siddharth Pal, Kavita Jhajharia

PDF 4828-4837

Spam social media profile detection using hybrid positive unlabelled learning Nidhi A. Patel, Nirali Nanavati

PDF 4838-4847

A merchant analytics framework for revenue forecasting and financial stress detection using transaction data Yara Harb, Wissam Baaklini, Nadine Abbas, Seifedine Kadry

PDF 4848-4864

Solving sparsity and scalability problems for book recommendations on e-commerce Muhammad Ichsanudin, Bevina Desjwiandra Handari, Bambang Dwi Wijanarko, Gatot Fatwanto Hertono

PDF 4865-4877

Support vector machine performance: simulation and rice phenology application Hengki Muradi, Asep Saefuddin, I Made Sumertajaya, Agus Mohamad Soleh, Dede Dirgahayu Domiri

PDF 4878-4890

Classification system of banana types and ripeness levels based on convolutional neural network Lucia Jambola, Arsyad Ramadhan Darlis, Windi Malaha, Dwi Aryanta

PDF 4891-4901

Optimizing sparse ternary compression with thresholds for communication-efficient federated learning Nithyanianjan Murthy Chittaiah, Manjula Sunkadakatte Haladappa

PDF 4902-4912

Comparative evaluation of machine learning models for intrusion detection in WSNs using the IDSAI dataset Mansour Lmkaiti, Houda Moudni, Hicham Mouncif

PDF 4913-4922

Enhancing cross-site scripting attack detection by using FastText as word embeddings and long-short term memory Muhammad Alkhairi Mashuri, Nico Surantha

PDF 4923-4932

Classifying classical music’s therapeutic effects using deep learning: a review Angelin Angelin, Samuel Ady Sanjaya, Dinar Ajeng Kristiyanti

PDF 4933-4942

Melanoma classification using ensemble deep transfer learning Soumya Gadag, Panduranga Rao Malode Vishwanathac, Virupaxi Balachandra Dalal

PDF 4943-4956

Catalysing precision in bone x-ray analysis for image detection and classification: the triple context attention model advancement Tabassum N. Sultana, Nagaratna P. Hegde, Asma Parveen

PDF 4957-4970

Performance evaluation of pre-trained deep learning model on garbage classification with data augmentation approach I Komang Arya Ganda Wiguna, I Gusti Made Ngurah Desnanjaya, I Kadek Budi Sandika

PDF 4971-4981

Deep learning-based evaluation for distributed denial of service attacks detection Neethu S., H. V. Ravish Aradhya, Viswavardhan Reddy Karna

PDF 4982-4992

Dynamic service-aware network selection framework for multi objective optimization in 5G-advanced heterogeneous wireless networks Bhavana Srinivas, Nadig Vijayendra Uma Reddy

PDF 4993-5007

Recognition of Indonesian sign language using deep learning: convolutional neural network-based approach Olivia Kembuan, Haryanto Haryanto, Mochamad Bruri Triyono

PDF 5008-5016

Classification of regional language dialects using convolutional neural network and multilayer perceptron Fahmi B. Marasabessy, Dwiza Riana, Muji Ernawati

PDF 5017-5026

Metaheuristic optimization for sarcasm detection in social media with embedding and padding techniques Geeta Sahu, Manoj Hudnunkar

PDF 5027-5037

Kannada handwritten numeral recognition through deep learning and optimized hyperparameter tuning Ujwala B. S., Pramod Kumar S., H. R. Mahadevaswamy, Sumathi K.

PDF 5038-5048

Intelligent route optimization for internet of vehicles using federated learning: promoting green and sustainable IoT networks Desidi Narsimha Reddy, Swathi Buragadda, Janjhyam Venkata Naga Ramesh, Garapati Satyanarayana Murthy, Nallathambi Srija, Sarihaddu Kavitha

PDF 5049-5057

Deep learning-aided polar-low density parity check decoding for enhanced telemedicine ECG transmission reliability Sushma Nagesh, Santhosh Kumar Kenkere Basavaraju, Dakshayani Mandikeri Ramaiah, Triveni Chitralingappa Lingappa, Indira Bahaddur, Venkateswara Rao Kolli

PDF 5058-5068

Designing a squeeze-and-excitation-capsule BiLSTM transformer for plant leaf disease recognition Aekkarat Suksukont, Ekachai Naowanich

PDF 5069-5080

Unified BERT-LSTM framework enhances machine learning in fraud detection, financial sentiment, and biomedical classification Oussama Ndama, Ismail Bensassi, Safae Ndama, El Mokhtar En-Naimi

PDF 5081-5095

A smart grid fault detection using neuro-fuzzy deep learning algorithm Etienne Francois Mouckomey, Jacques Bikai, Camille Franklin Mbey, Alexandre Teplaira Boum, Felix Ghislain Yem Souhe, Vinny Junior Foba Kakeu

PDF 5096-5105

Optimizing brain tumor MRI classification using advanced preprocessing techniques and ensemble learning methods Akim Manaor Hara Pardede, Ahmad Zamsuri, Indi Nuroini, Putrama Alkhairi

PDF 5106-5119

Chest X-ray image classification using deep belief network with Al-Biruni earth radius and particle swarm optimization Rakesh Selva Raj, Pavan Kumar Madalu Palakshamurthy, Bidarakere Eswarappa Rangaswamy

PDF 5120-5130

A blended ensemble approach for accurate human activity recognition Rezwana Karim, Afsana Begum, Miskatul Jannat, Abu Kowshir Bitto

PDF 5131-5139

Classification of single origin Indonesian coffee beans using convolutional neural network Achmad Pratama Rifai, Wangi Pandan Sari, Haidar Rabbani, Tari Hardiani Safitri, Makbul Hajad, Edi Sutoyo, Huu-Tho Nguyen

PDF 5140-5156

Classifier model for lecturer evaluation by students using speech emotion recognition and deep learning approaches Yesy Diah Rosita, Wahyu Andi Saputra

PDF 5157-5171

Deep neural network solutions to Newell-Whitehead-Segel equations Soumaya Nouna, Ilyas Tammouch, Assia Nouna, Mohamed Mansouri

PDF 5172-5182

Impact of smoothing techniques for text classification: implementation in hidden Markov model Norsyela Muhammad Noor Mathivanan, Roziah Mohd Janor, Shukor Abd Razak, Nor Azura Md. Ghani

PDF 5183-5192

Sentiment classification using gradient modulation and layered attention Bagiyalakshmi Natarajan, T. Veeramakali

PDF 5193-5200

Arabic text classification using machine learning and deep learning algorithms Rawad Awad Alqahtani, Hoda A. Abdelhafez

PDF 5201-5217

Graph based semantic email classification: a novel approach for academic institutions Aruna Kumara B., Madan H. T., Rashmi C., Sarvamangala D. R.

PDF 5218-5230

Exploring the influence of soft information from economic news on exchange rate and gold price movements Rahardito Dio Prastowo, Indra Budi, Amanah Ramadiah, Aris Budi Santoso, Prabu Kresna Putra

PDF 5231-5239

A web-based learning platform to assess student performance using online session activity engagement Shashirekha Hanumanthappa, Chetana Prakash

PDF 5240-5250

Securing post-quantum cryptography: side-channel resilience in CRYSTALS-Kyber key encapsulation mechanism Shreyas Kasture, Sudhanshu Maurya, Alakshendra Pratap Singh, Amit Shukla, Arnav Kotiyal, Kashish Mirza

PDF 5251-5267

Evaluation of midwifery educated mobile applications for labor guidance and a roadmap for future developers Seeta Devi, Swapnil Vitthal Rahane, Lily Podder, Sangeetha X., Kumari Dimple

PDF 5268-5278

Improved copy-move forgery detection through multilevel clustering Doaa Gamal Abdelazem, Hala H. Zayed, Ahmed Taha

PDF 5279-5289

Hybrid AI framework for anomaly detection and root cause analysis in multi-agent systems Tahri Rachid, Ouammou Abdellah, Lasbahani Abdellatif, Abdessamad Jarrar, Balouki Youssef

PDF 5290-5302

Parametric optimization of microchannel heat exchanger using socio-inspired algorithms Vikas Gulia, Aniket Nargundkar

PDF 5303-5310

Large language models for pattern recognition in text data Aknur Kosayakova, Kurmashev Ildar, Luigi La Spada, Nida Zeeshan, Makhabbat Bakyt, Moldamurat Khuralay, Omirzak Abdirashev

PDF 5311-5332

The use of geographic information systems to measure the financial performance of micro enterprises Elfreda Aplonia Lau, Sri Endayani, Umi Kulsum, Andrew Stefano, Abdul Rokhim, Purbawati Purbawati

PDF 5333-5343

Enhanced object tracking with artificial bee colony, motion modeling, and deep learning Ramdane Taglout, Bilal Saoud

PDF 5344-5354