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Home > Archives > Vol 14, No 2

DOI: http://doi.org/10.11591/ijai.v14.i2

Table of Contents

Classification of upper gastrointestinal tract diseases using endoscopic images Thanh Hai Tran, Van-Tuan Nguyen, Viet-Hang Dao, Phuc-Binh Nguyen, Thanh-Tung Nguyen, Hai Vu

PDF 833-842

Enhancing convolutional neural network based model for cheating at online examinations detection Sara Ouahabi, Rihab Aboudihaj, Nawal Sael, Kamal El Guemmat

PDF 843-852

Survey and comparative analysis of phishing detection techniques: current trends, challenges, and future directions Ashvini Jadhav, Pankaj R. Chandre

PDF 853-866

Bridging biosciences and deep learning for revolutionary discoveries: a comprehensive review Usman Tariq, Irfan Ahmed, Muhammad Attique Khan, Ali Kashif Bashir

PDF 867-883

Literature review on forecasting green hydrogen production using machine learning and deep learning Mohamed Yassine Rhafes, Omar Moussaoui, Maria Simona Raboaca

PDF 884-893

A novel approach to enhancing software quality assurance through early detection and prevention of software faults Deepti Rai, Jyothi Arcot Prashant

PDF 894-906

Quality and shelf-life prediction of cauliflower using machine learning under vacuum and modified atmosphere packaging Md. Apu Hosen, Dr. Syed Md. Galib

PDF 907-916

Interactive communication human-robot interface for reduced mobility people assistance Robinson Jiménez Moreno, Anny Astrid Espitia Cubillos, Esperanza Rodríguez Carmona

PDF 917-924

DualVitOA: A dual vision transformer-based model for osteoarthritis grading using x-ray images Qiu Ruiyun, Siti Khatijah Nor Abdul Rahim, Nursuriati Jamil, Raseeda Hamzah

PDF 925-932

A portfolio optimization model for return trend rate and risk trend rate based on machine learning Chunman Zhu, Ahmad Yahya Dawod, Yu Xi, Gongsuo Chen

PDF 933-944

Security in smart cities using YOLOv8 to detect lethal weapons Ederson Rodriguez-Rosas, Aron Castillo-Turpo, Kevin Acuna-Condori, Ernesto Paiva-Peredo

PDF 945-953

Sign language emotion and alphabet recognition with hand gestures using convolution neural network Varsha K. Patil, Vijaya R. Pawar, Aditya Patil, Vinayak Bairagi

PDF 954-962

An enhanced cascade ensemble method for big data analysis Ivan Izonin, Roman Muzyka, Roman Tkachenko, Michal Gregus, Roman Korzh, Kyrylo Yemets

PDF 963-974

Optimizing queue efficiency: Artificial intelligence-driven tandem queues with reneging Keerthika Radhakrishnan, Subramani Palani Niranjan, Balakrishnan Komala Durga, Suresha Ramareddy

PDF 975-983

Hypovigilance detection based on analysis and binary classification of brain signals Abdeljalil El Hadiri, Lhoussain Bahatti, Abdelmounime El Magri, Rachid Lajouad

PDF 984-991

Real-time age-range recognition and gender identification system through facial recognition Carlos Cruz-Colan, David Lopez-Herrera, Ernesto Paiva-Peredo, Kevin Acuna-Condori

PDF 992-999

Adaptive silicon synapse and CMOS neuron for neuromorphic VLSI computing Ziad El-Khatib, Sherif Moussa, Firuz Kamalov, Mustapha C. E. Yagoub

PDF 1000-1021

Predicting tourist arrivals to a tropical island using artificial intelligence Bambang Suharto, Novianto Edi Suharno, Rachman Sinatriya Marjianto, Aji Akbar Firdaus, Sena Sukmananda Suprapto, Vicky Andria Kusuma, Rizky Amalia Sinulingga

PDF 1022-1030

Review of recent advances in non-invasive hemoglobin estimation Tole Sutikno, Lina Handayani, Rochana Ruliyandari, Oktomi Wijaya, Hendril Satrian Purnama, Watra Arsadiando, Anggit Pamungkas

PDF 1031-1048

Novel similarity measures for Fermatean fuzzy sets and its applications in image processing Romisa Romisa, Shruti Vashist

PDF 1049-1055

Enhancing facial recognition accuracy through feature extractions and artificial neural networks Adhi Kusnadi, Ivranza Zuhdi Pane, Fenina Adline Twince Tobing

PDF 1056-1066

Schedule-free optimization of the transformers-based time series forecasting model Kyrylo Yemets, Michal Greguš

PDF 1067-1076

New family of error-correcting codes based on genetic algorithms El Mehdi Bellfkih, Said Nouh, Imrane Chemseddine Idrissi, Khalid Louartiti, Jamal Mouline

PDF 1077-1086

Unveiling precision: Eye cancer detection redefined with particle swarm optimization and genetic algorithms Sanved Narwadkar, Pradnya Samit Mehta, Rutuja Rajendra Patil, Kalyani Kadam, Vijaykumar Bidve

PDF 1087-1095

A mixed integer nonlinear programming model for site-specific management zone problem Luis Eduardo Urban-Rivero, Jonás Velasco

PDF 1096-1105

Recommender system for dengue prevention using machine learning Siriwan Kajornkasirat, Benjawan Hnusuwan, Supattra Puttinaovarat, Kritsada Puangsuwan, Nawapon Kaewsuwan

PDF 1106-1115

Optimizing potato crop productivity: a meteorological analysis and machine learning approach Md. Jiabul Hoque, Md. Saiful Islam, Abdullah Al Noman, Md. Abrarul Hoque, Irfan A. Chowdhury, Mohammad Saifuddin

PDF 1116-1129

Machine learning based COVID-19 study performance prediction Md. Ataur Rahman, Md. Sadekur Rahman, Mohammad Monirul Islam, Mahady Hasan, Md. Tarek Habib

PDF 1130-1139

Diabetes mellitus diagnosis method based random forest with bat algorithm Syaiful Anam, Fidia Deny Tisna Amijaya, Satrio Hadi Wijoyo, Dian Eka Ratnawati, Cynthia Ayu Dwi Lestari, Muhaimin Ilyas

PDF 1140-1149

Performance assessment of time series forecasting models for simple network management protocol-based hypervisor data Yuggo Afrianto, Rendy Munadi, Setyorini Setyorini, Toto Widyanto

PDF 1150-1163

Spectral efficient network and resource selection model in 5G networks Padmageetha B. G., Pramod Kumar Naik, Mallanagouda Patil

PDF 1164-1172

Hybrid methods to identify ovarian cancer from imbalanced high-dimensional microarray data Ni Kadek Emik Sapitri, Umu Sa'adah, Nur Shofianah

PDF 1173-1182

Optimizing the gallstone detection process with feature selection statistical analysis algorithm Musli Yanto, Yuhandri Yuhandri, Muhammad Tajuddin, Vina Tri Septiana

PDF 1183-1191

A hybrid feature selection with data-driven approach for cardiovascular disease prediction using machine learning Thoutireddy Shilpa, Rajib Debnath

PDF 1192-1200

Advanced methodologies resolving dimensionality complications for autism neuroimaging dataset: a comprehensive guide for beginners Meenakshi Malviya, Chandra Jayaraman

PDF 1201-1210

Learning high-level spectral-spatial features for hyperspectral image classification with insufficient labeled samples Douglas Omwenga Nyabuga, Godfrey Nyariki

PDF 1211-1219

Per capita expenditure prediction using model stacking based on satellite imagery Heri Kuswanto, Asva Abadila Rouhan, Marita Qori’atunnadyah, Supriadi Hia, Kartika Fithriasari, Tintrim Dwi Ary Widhianingsih

PDF 1220-1231

Boosting industrial internet of things intrusion detection: leveraging machine learning and feature selection techniques Lahcen Idouglid, Said Tkatek, Khalid Elfayq

PDF 1232-1241

Heart disease approach using modified random forest and particle swarm optimization Khalidou Abdoulaye Barry, Youness Manzali, Rachid Flouchi, Mohamed Elfar

PDF 1242-1251

Enhancing sepsis detection using feed-forward neural networks with hyperparameter tuning techniques Smitha N., Tanuja R., Manjula S. H.

PDF 1252-1259

Enhanced intrusion detection through dual reduction and robust mean Archi Taha, Mohammed Benattou

PDF 1260-1270

Crop classification using object-oriented method and Google Earth Engine Geeta T. Desai, Abhay N. Gaikwad

PDF 1271-1280

Enhancing financial cybersecurity via advanced machine learning: analysis, comparison Grace Odette Boussi, Himanshu Gupta, Syed Akhter Hossain

PDF 1281-1289

A comparative analysis of optical character recognition models for extracting and classifying texts in natural scenes Puneeth Prakash, Sharath Kumar Yeliyur Hanumanthaiah

PDF 1290-1301

Depression detection through transformers-based emotion recognition in multivariate time series facial data Kenjovan Nanggala, Gregorius Natanael Elwirehardja, Bens Pardamean

PDF 1302-1310

Accuracy of neural networks in brain wave diagnosis of schizophrenia Sukemi Sukemi, Gabriel Ekoputra Hartono Cahyadi, Samsuryadi Samsuryadi, Muhammad Agung Akbar

PDF 1311-1325

Enhancing fire detection capabilities: Leveraging you only look once for swift and accurate prediction Agung Nugroho, I Made Artha Agastya, Kusrini Kusrini

PDF 1326-1334

A transfer learning-based deep neural network for tomato plant disease classification Fadwa Lachhab, El Mahdi Aboulmanadel

PDF 1335-1344

Deep learning-based classifier for geometric dimensioning and tolerancing symbols Laxmi Bewoor, Anand Bewoor, Pravin P. Hujare, Praveen Rathod, Vedant Yetekar, Shrish Dollin

PDF 1345-1354

Enhancing accessibility with long short-term memory-based sign language detection systems Jyoti Wadmare, Reena Lokare, Ganesh Wadmare, Dakshita Kolte, Kapil Bhatia, Jyotika Singh, Sakshi Agrawal

PDF 1355-1362

U-Net for wheel rim contour detection in robotic deburring Hicham Ait El Attar, Hassan Samri, Moulay El Houssine Ech-Chhibat, Khalifa Mansouri, Abderrahim Bahani, Tarek Bahrar

PDF 1363-1376

Exploring DenseNet architectures with particle swarm optimization: efficient tomato leaf disease detection Cynthia Ayu Dwi Lestari, Syaiful Anam, Umu Sa’adah

PDF 1377-1385

A novel scalable deep ensemble learning framework for big data classification via MapReduce integration Kesavan Mettur Varadharajan, Josephine Prem Kumar, Nanda Ashwin

PDF 1386-1400

A comparative analysis of exponential smoothing method and deep learning models for bitcoin price prediction Nrusingha Tripathy, Debahuti Mishra, Sarbeswara Hota, Mandakini Priyadarshani Behera, Gobinda Chandra Das, Sasanka Sekhar Dalai, Subrat Kumar Nayak

PDF 1401-1409

Squeeze-excitation half U-Net and synthetic minority oversampling technique oversampling for papilledema image classification Wiharto Wiharto, Angga Exca Pradipta Syaifuddin

PDF 1410-1419

Optimizing deep learning models from multi-objective perspective via Bayesian optimization Abdul Rahman Mohamad Rom, Nursuriati Jamil, Shafaf Ibrahim

PDF 1420-1429

Detecting road damage utilizing retinanet and mobilenet models on edge devices Haniah Mahmudah, Aulia Siti Aisjah, Syamsul Arifin, Catur Arif Prastyanto

PDF 1430-1440

Event detection in soccer matches through audio classification using transfer learning Bijal Utsav Gadhia, Shahid S. Modasiya

PDF 1441-1449

Deep ensemble learning with uncertainty aware prediction ranking for cervical cancer detection using Pap smear images Sreelatha Sreelatha, Vrinda Shivashetty

PDF 1450-1460

Enhancing fall detection and classification using Jarratt‐butterfly optimization algorithm with deep learning Kakirala Durga Bhavani, Melkias Ferni Ukrit

PDF 1461-1470

Video forgery: An extensive analysis of inter-and intra-frame manipulation alongside state-of-the-art comparisons Sumaiya Shaikh, Sathish Kumar Kannaiah

PDF 1471-1483

Adaptive kernel integration in visual geometry group 16 for enhanced classification of diabetic retinopathy stages in retinal images Mustafa Hiri, Nabil Ourdani, Mohamed Chrayah, Abeer Alsadoon, Noura Aknin

PDF 1484-1495

Hybrid model detection and classification of lung cancer Rami Yousuf, Eman Yaser Daraghmi

PDF 1496-1506

Hybrid object detection and distance measurement for precision agriculture: integrating YOLOv8 with rice field sidewalk detection algorithm Anucha Tungkasthan, Nipat Jongsawat, Padma Nyoman Crisnapati, Yamin Thwe

PDF 1507-1517

Deep learning-based techniques for video enhancement, compression and restoration Redouane Lhiadi, Abdessamad Jaddar, Abdelali Kaaouachi

PDF 1518-1530

Primary phase Alzheimer's disease detection using ensemble learning model Priya Dasarwar, Uma Yadav, Nekita Chavhan

PDF 1531-1539

Improved convolutional neural networks for aircraft type classification in remote sensing images Yousef Alraba'nah, Mohammad Hiari

PDF 1540-1547

Two-dimensional Klein-Gordon and Sine-Gordon numerical solutions based on deep neural network Soumaya Nouna, Assia Nouna, Mohamed Mansouri, Ilyas Tammouch, Boujamaa Achchab

PDF 1548-1560

Hindi spoken digit analysis for native and non-native speakers Parabattina Bhagath, Malempati Shanmukha, Pradip K. Das

PDF 1561-1567

Automatic detection of dress-code surveillance in a university using YOLO algorithm Benjamin Jason Tantra, Moeljono Widjaja

PDF 1568-1575

Enhancing emotion recognition model for a student engagement use case through transfer learning Ikram Qarbal, Nawal Sael, Sara Ouahabi

PDF 1576-1586

Abstractive summarization using multilingual text-to-text transfer transformer for the Turkish text Neda Alipour, Serdar Aydın

PDF 1587-1596

A comparative study of natural language inference in Swahili using monolingual and multilingual models Hajra Faki Ali, Adila Alfa Krisnadhi

PDF 1597-1604

Multi-task deep learning for Vietnamese capitalization and punctuation recognition Phuong-Nhung Nguyen, Nguyen Thu-Hien, Truong-Thang Nguyen, Nguyen Thi Thu-Nga, Nguyen Thi Anh-Phuong, Tuan-Linh Nguyen

PDF 1605-1615

A proposed approach for plagiarism detection in Myanmar Unicode text Sun Thurain Moe, Khin Mar Soe, Than Than Nwe

PDF 1616-1624

A contest of sentiment analysis: k-nearest neighbor versus neural network Fachrul Kurniawan, Triyo Supriyatno

PDF 1625-1633

Evaluating ChatGPT’s Mandarin “yue” pronunciation system in language learning Yoke Lian Lau, Swee Mee Tan, Anna Lynn Abu Bakar, Zi Xian Yong, Zi Hong Yong, Ernahwatikah Nasir, Chen Jung Ku

PDF 1634-1641

Developing a website for English-speaking practice to English as a foreign language learners at the university level Iwan Fauzi, Natalina Asi

PDF 1642-1653

Artificial intelligence algorithms to predict customer satisfaction: a comparative study Othman Berrada Chakour, Abdelaziz Ettaoufik, Khalid Aissaoui, Abderrahim Maizate

PDF 1654-1662

Graph-based methods for transaction databases: a comparative study Wael Ahmad AlZoubi, Ibrahim Mahmoud Alturani, Roba Mahmoud Ali Aloglah

PDF 1663-1672

Hybrid horned lizard optimization algorithm-aquila optimizer for DC motor Widi Aribowo, Laith Abualigah, Diego Oliva, Toufik Mzili, Aliyu Sabo

PDF 1673-1682