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Home > Archives > Vol 15, No 2

DOI: http://doi.org/10.11591/ijai.v15.i2

Table of Contents

An exploratory review on conceptualizing generative artificial intelligence literacy Mohammed Afandi Zainal, Mohd Effendi Mohd Matore, Siti Mistima Maat

PDF 1023-1035

Venture capital and risks in growth stages of artificial intelligence tech start-ups Sara Aziz, Noorlizawati Abd Rahim

PDF 1036-1049

Structured data collection and deep learning for retinal OCT image-to-text translation: a comprehensive framework Uday Mande, Shafi Pathan, Pankaj Chandre, Sharvari Mande

PDF 1050-1061

Assessing student perspectives on ChatGPT in higher education: a quantitative analysis Muhammad Amin, Bimaa Mustaqim, Wegig Pratama, Abdul Muin Sibuea

PDF 1062-1070

The role of prompt engineering in enhancing LLMs: a systematic review of applications and ethical implications Izzul Fatawi, Muhammad Roil Bilad, Muhammad Asy'ari

PDF 1071-1086

Applications of artificial intelligence in analyzing Aquilaria essential oils: a review of current machine learning techniques Noor Aida Syakira Ahmad Sabri, Nur Athirah Syafiqah Noramli, Muhammad Ikhsan Roslan, Nurlaila Ismail, Zakiah Mohd Yusoff, Ali Abd Almisreb, Mohd Nasir Taib

PDF 1087-1096

Intelligent self-organizing microservice composition using hybrid learning for neonatal ward Sharon Poornima, Ashok Immanuel V

PDF 1097-1108

An intelligent and explainable IoT-Edge-Cloud architecture for real-time water quality monitoring Sara Bouziane, Badraddine Aghoutane, Aniss Moumen, Anas El Ouali, Ali Essahlaoui, Abdellah El Hmaidi

PDF 1109-1120

Generative artificial intelligence as powered writing tools in academic writing Exequiel B. Gonzaga, Nasrah A. Manguda, Rodelina B. Tado, Ivy F. Amante, Rovy M. Banguis, Shem A. Cedeño, Joveth Jay D. Montaña, Jai Rondo S. Apilar

PDF 1121-1131

Automated bacteria and fungi classification using convolutional neural network on embedded system Tarik Bouganssa, Maryem Ait Moulay, Samar Aarabi, Abedelali Lasfar, Abdelatif EL Afia

PDF 1132-1142

Multi-dimensional performance-optimized array design framework for efficient mmWave energy harvesting Shalini Mirle Gajendra, Naveen Kalenahalli Bhoganna

PDF 1143-1154

Gradient-based stochastic depth with convolutional neural network for coconut tree leaf disease classification Kavitha Magadi Gopalakrishna, Raviprakash Madenur Lingaraju, Ananda Babu Jayachandra

PDF 1155-1165

Recognition system based on artificial vision using OpenCV for discarding and detecting ceramics with defects Fernando Alvarado, Ricardo Yauri

PDF 1166-1173

Double-hop of reconfigurable intelligent surfaces-aided for wireless optical link under log-normal fading channels Duong Huu Ai, Van Loi Nguyen, Khanh Ty Luong

PDF 1174-1180

Knowledge graph-based enhanced virtual network embedding for 6G cloud datacenter deployment Shourok Abdelrahim, Samy Ghoniemy, Mohamed Aborizka

PDF 1181-1193

IoT-enabled smart nutrition scale using fuzzy logic for dietary assessment and recommendation Wahyu Wijaya Widiyanto, Edy Susanto, Sri Suparti

PDF 1194-1201

Adaptive control of ball and beam system using SNA-PID combined with recurrent fuzzy neural network identifier Minh-Thanh Le, Chi-Ngon Nguyen

PDF 1202-1210

Deep neural network classification in chatbot system family health counseling services Andi Riansyah, Sam Farisa Chaerul Haviana, Ratna Supradewi, Muhammad Ainul Wahib

PDF 1211-1218

An efficient approach for cyber-attack detection by using machine learning and deep learning algorithms Yasir Hussein Shakir, Mahmoud Mohamed Abdelhamied, Eshaq Aziz Awadh AL Mandhari, Ali Alkhazraji, Naglaa M. Reda

PDF 1219-1235

Technical analysis model for stock prediction using a grammatical evolution algorithm Aditya Kusuma Setyanegara, Imas Sukaesih Sitanggang, Mushthofa Mushthofa

PDF 1236-1246

Genetic algorithm-based chicken manure weight prediction system development Rida Hudaya, Septriandi Wirayoga, Moechammad Sarosa, Muhammad Yusuf, Armanda Dwi Prayugo

PDF 1247-1260

Genetic algorithm for generalized time-window assignment problem Ali Kansou, Bilal Kanso, Houssein Wehbe, Haydar Bazzi, Ali Mcheik

PDF 1261-1274

Energy-efficient and secure WSN clustering for IoT using particle swarm optimization and advanced encryption standard S. Swapna Kumar, Kalli Satyanarayan Reddy

PDF 1275-1285

Energy-efficient virtual machine allocation using directional and boundary-aware bobcat optimization Nida Kousar Gouse, Gopala Krishnan Chandrasekaran

PDF 1286-1299

Heart disease detection and classification using grid search with random forest Ramakrishna Reddy Badveli, Nijaguna Gollara Siddappa, Sundeep Kumar Kanipakapatnam

PDF 1300-1315

Hybrid kernel support vector machine with cuckoo search optimization for malaria detection from blood smear images Sri Huning Anwariningsih, Indrarini Dyah Irawati

PDF 1316-1326

Attribute optimization to improve breast cancer prediction using machine learning techniques Raghavendra Srinivasaiah, Santosh Kumar Jankatti, Niranjana Shravanabelagola Jinachandra, Manjunath Ramanna Lamani, Bellam Vijaya Lakshmi, Rishita Bhelwa

PDF 1327-1338

Identification of chemical markers for species differentiation in Aquilaria essential oils using self-organizing maps Nur Athirah Syafiqah Noramli, Muhammad Ikhsan Roslan, Noor Aida Syakira Ahmad Sabri, Nurlaila Ismail, Zakiah Mohd Yusoff, Mohd Nasir Taib

PDF 1339-1348

NN-SVM: a hybrid neural network–support vector machine framework for accurate pneumonia detection from chest X-rays Santosh Kumar Jankatti, Raghavendra Srinivasaiah, Mohammad Shahina Parveen, Harish H. Kenchannavar, Danthuluri Sudha, Srihari Sharma Karigiri Narah, Mahadev Shivaraj

PDF 1349-1361

Machine learning-based solar power prediction for major Indian metro cities Komal Kumar Napa, Rajkumar Govindarajan, J. Senthil Murugan, Billa Manindhar

PDF 1362-1370

Blockchain-enabled framework using diversity mutation with siberian tiger optimization for offloading in fog computing Srikanta Murthy Rajini, Reginald Shilpa

PDF 1371-1380

Automated classification of apple bruises from hyperspectral images: an approach for fruit quality assessment Peddireddy Venkateswara Reddy, Alaguchamy Parivazhagan

PDF 1381-1389

Accurate stroke area classification using extreme gradient boosting with multi-feature extraction Kavikondala Praveen Kumar Rao, Maha Lakshmi Bondla, Bommaraju Srinivasa Rao, Ambidi Naveena, K. V. Balaramakrishna, Srinivasarao Goda

PDF 1390-1401

The effects of data imbalance on fraud detection model accuracy Rusma Anieza Ruslan, Nureize Arbaiy, Pei-Chun Lin

PDF 1402-1408

Real-time detection of rider fatigue: a comparative study of black-box and glass-box artificial intelligence approaches Cynthia Hayat, Iwan Aang Soenandi, Budi Harsono

PDF 1409-1417

Novel convolution neural network model for dysgraphia affected handwriting classification Nisha Ameya Vanjari, Prasanna J. Shete

PDF 1418-1427

Drone-assisted deep learning weed detection for sustainable agriculture and environmental resilience Agustan Latif, Handaru Jati, Herman Dwi Surjono, Mani Yusuf

PDF 1428-1440

TMA-Net: a transformer-based multi-modal attention network for abnormal behavior detection Huong-Giang Doan, Ngoc-Trung Nguyen

PDF 1441-1450

Exponential long short-term memory with Levy flight optimization for lung nodule classification Kaliba Gowthami, Kamalakannan Jayaseelan

PDF 1451-1463

Explainable social media disaster image classification using a lightweight attention-based deep learning approach Rashmi Kangokar Taranath, Geeta Chidanandappa Mara

PDF 1464-1472

Scaler enhanced deformable attention with graph neural network for video compression Revathi Kasinathaperumal, Hosanna Princye Periapandi

PDF 1473-1485

RBC_Frame_Net: a hybrid deep learning framework for detection of red blood cells in malaria diagnostic smear Muhammad Shameem P., Mathiarasi Balakrishnan

PDF 1486-1496

A reinforcement-guided multi-phase hybrid architecture for threat profiling and defense towards IoT handheld device Pushpa Rajput Narayana Singh, Neelambike Siddalingaiah

PDF 1497-1504

Zoneout regularization-gated recurrent unit algorithm on NIDS with class imbalance handling Mala Kariyappa, Manjunath Hanumanthappa Rangappa, Venugopal Dasappa, Gururaja Hebbur Satyanarayana, Girish Keshava Rao, Gousia Thahniyath

PDF 1505-1512

MNetNCR: MobileNet model for efficient traditional Nusantara script character recognition Untari Novia Wisesty, Aditya Firman Ihsan, Mahmud Dwi Sulistiyo, Donni Richasdy, Prasti Eko Yunanto, Gamma Kosala, Arfive Gandhi, Febryanti Sthevanie

PDF 1513-1528

2D-CNN-GACL-ECGNet graph attention: a robust framework for electrocardiogram-based stress detection P. Kavitha, L. Shakkeera

PDF 1529-1538

Session click sentiment behavior aware personalized recommendations system Suraj Bevinahalli Suresh, Padma Muthalambikashettahally Cheluvegowda

PDF 1539-1547

A novel approach to detect tomato leaf disease using vision transformer Sanjeela Sagar, Jaswinder Singh

PDF 1548-1565

Multimodal facial expression recognition using residual mogrifier long short-term memory Mamatha Kariyappa Rajanna, Thejaswini Shankar, Rashmi Narasimhamurthy, Nandhini Annivedu Lakshmanan, Hariprasad S. Ananthapadmanabharao

PDF 1566-1577

Image feature extraction for road surface damage classification Octaviani Hutapea, Sarifuddin Madenda, Hustinawaty Hustinawaty, Iffatul Mardhiyah

PDF 1578-1592

Fetal organ detection using feature enhancement with attention and residual block Nuswil Bernolian, Siti Nurmaini, Ade Iriani Sapitri, Annisa Darmawahyuni, Muhammad Naufal Rachmatullah, Bambang Tutuko, Firdaus Firdaus

PDF 1593-1604

Deep learning ensembles for lung cancer detection in thoracic CT scans leveraging generative adversarial network technology Bineesh Moozhippurath, Jayapandian Natarajan

PDF 1605-1612

Enhancing imbalanced dataset diagnosis using class-based input image composition Azzeddine Hlali, Majid Ben Yakhlef, Soulaiman El Hazzat

PDF 1613-1622

Analysis of tuberculosis detection using deep learning technique and explainable artificial intelligence Shashikiran Srinivas, Kavita Avinash Patil, Kushalatha Monappa Rama, Sudha Venkateshlu, Jayanthi Muthuswamy, Srinivas Babu Narayanappa

PDF 1623-1631

Breast cancer detection using residual DenseNets in deep learning Naganandini Gururajarao, Vishwanath R. Hulipalled

PDF 1632-1645

Unified voting-based ensemble learning for rice leaf disease detection using improved pretrained models Govindarajan Subburaman, Mary Vennila Selvadurai

PDF 1646-1663

Efficient text detection and recognition in natural scene images using novel blended ensemble deep learning Rajeswari Reddy Patil, Aradhana Dammergidda

PDF 1664-1679

Climate change and pollinator dynamics: integrating social media insights and ecological data for conservation strategies Pooja Hadimane, Ashoka Kukkuvada, Gangamma Hediyalad, Govardhan Hegade Kota, Rajeswari Kisan, Shivanand Patil, Arjun Myala, Basavaraja Anekonda Subhash

PDF 1680-1690

Enhanced VGG-19 model for rice plant disease detection and classification Aye Thida Win, Khin Mar Soe, Myint Myint Lwin

PDF 1691-1700

A deep learning-based approach for hearing loss detection Deepa Deepa, Manjula Gururaj Rao

PDF 1701-1708

YOLOv8-TMS: spatiotemporal attention networks for real-time occlusion-resilient urban traffic monitoring Vidhya Kandasamy, Antony Taurshi, Thavittupalayam M. Thiyagu, Catherine Joy RusselRaj, Jenefa Archpaul

PDF 1709-1718

Comparative deep learning study for downy mildew detection in vegetables Supreetha Shivaraj, Manjula Sunkadakatte Haladappa

PDF 1719-1732

ResNet based deep learning approach for chronic obstructive pulmonary disease prediction using lung sound analysis Babitha Sudhakar Ullal, Veena Kalludi Narasimhaiah, Rithul Kamesh

PDF 1733-1745

Deep learning for early detection of cardiovascular diseases via auscultation sound classification Shreyas Kasture, Sudhanshu Maurya, Amit Kumar Sharma, Santhosh Chitraju Gopal Varma, Kashish Mirza, Firdous Sadaf Mohammad Ismail

PDF 1746-1761

Deep learning for mental health analysis: long short-term memory approach to text-based condition classification Zaqqi Yamani, Dinda Lestarini, Sarifah Putri Raflesia, Purwita Sari, Ghita Athalina

PDF 1762-1770

Transformer-based Hindi image description and storytelling using enhanced attention and FastText embeddings Anjali Sharma, Mayank Aggrwal, Jitin Khanna

PDF 1771-1782

Hybrid machine learning for imbalanced lettuce disease classification Fazlur Ihzanurahman, Wayan Firdaus Mahmudy

PDF 1783-1789

A sequential attention-enhanced deep learning framework for robust potato leaf disease diagnosis under real field conditions Watcharkorn Yoochomboon, Nithizethe Mhuadthongon, Piyaporn Krachodnok

PDF 1790-1803

IndoBERT for educational assessment: comparative analysis of transformer models in Indonesian question generation Handaru Jati, Yuniar Indrihapsari, Pradana Setialana, Danang Wijaya, Satya Adhiyaksa Ardy, Dhista Dwi Nur Ardiansyah

PDF 1804-1813

Semantic-syntactic graph network for aspect-based sentiment analysis Rekha Bdurga Harish, Neelambike Siddalingaiah

PDF 1814-1824

A hybrid model for enhanced aspect-based sentiment analysis using large language models Mohammed Ziaulla, Arun Biradar

PDF 1825-1838

Revolutionising essay writing: a systematic review of Google Gemini Shirley Ling Jen, Abdul Rahim Salam, Hamidah Mat, Wong Wei Lun

PDF 1839-1850

Sentiment-aware user-item recommendation combining weighted XGBoost and optimized similarity metrics Snehal Bhogan, Vijay S. Rajpurohit, Sanjeev S. Sannakki

PDF 1851-1862

Research themes and trends in the field of blockchain engineering: a topic modelling analysis Dinara Zhaisanova, Madina Mansurova

PDF 1863-1875

A comparative study of Arabic morphological analyzers Omar Saadiyeh, Alaaeddine Ramadan, Chamseddine Zaki, Mohamad Hajjar, Gilles Bernard

PDF 1876-1890

TunDC: a public benchmark dataset for sentiment analysis and language modeling in the Tunisian dialect Ahmed Khalil Boulahia, Mourad Mars

PDF 1891-1908

Evaluating document chunking approaches for retrieval augmented generation in editorial content Erwann Lavarec, Yu Du

PDF 1909-1918

Summarization of IndoSum dataset using enhanced TextRank with weighted word embedding Evi Yulianti, Piawai Said Umbara

PDF 1919-1930

Hybrid recommender for computer aided design software Younes Zidani, Younes Zahrou, Salah Nissabouri, Moulay El Houssine Ech-Chhibat, Khalifa Mansouri

PDF 1931-1946

Unimodal and multimodal techniques for depression diagnosis: a comprehensive survey Swathy Jayasree, Yashawini Sridhar

PDF 1947-1954

Usability analysis of the individual creativity assessment tool using the adjusted system usability scale Mohamad Rahimi Mohamad Rosman, Noor Arina Md Arifin, Siti Aishah Mokhtar, Nur Ainatul Mardiah Mat Nawi, Huda Hamidon, Salliza Md Radzi

PDF 1955-1962

AI-induced fatigue among students in higher education: a latent profile analysis Dynah D. Soriano, Jordan L. Salenga, John Paul P. Miranda, Juvy C. Grume, Emerson Q. Fernando, Amado B. Martinez, Jr., Raymond A. Cabrera, Jaymark A. Yambao

PDF 1963-1971

Enhancing digital asset ownership through decentralized non fungible token applications Yusuf Kurnia, Rino Rino, Edy Edy, Junaedi Junaedi, Aditiya Hermawan, Kevin Kevin

PDF 1972-1981

Development of rough set based machine learning approach to screen breast cancer Sangeetha Sivakumar, Shakeela Sathish, Debabrata Datta

PDF 1982-1998

Improvised mask faster recurrent convolutional neural network for breast cancer classification using histopathology images Pattan M. D. Ali Khan, Xavier Arputha Rathina

PDF 1999-2008