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Home > Vol 13, No 3

Vol 13, No 3: September 2024

Table of Contents

Review of image processing and artificial intelligence methodologies for apple leaf disease diagnosis Husna Tabassum, Prasannavenkatesan Theerthagiri

PDF 2459-2471

Artificial intelligence in the United Arab Emirates public sector: a systematic literature review Modafar Shaker Akhoirshieda, Ku Muhammad Naim Ku Khalif, Suryanti Awang

PDF 2472-2481

Insight of recent artificial intelligence-based strategy to effectively screen COVID-19 Girish Shyadanahalli Cheluvaraju, Jayasri Basavapatna Shivasubramanya

PDF 2482-2489

Learning methodologies towards leveraging security resiliency in internet-of-things environment Sowmya Somanath, Usha Banavikal Ajay

PDF 2490-2497

A survey of detecting leaf diseases using machine learning and deep learning in various crops Thilagraj Thangamuthu, Abdul Kareem, Varuna Kumara, Utkrishna Udesh Naik, Sanjana Poojary, Bharath R

PDF 2498-2505

Insights of learning approach towards determination of potentially objectional communication in social networking Praneetha Garagadakuppe Nanjundappa, Kamalakshi Naganna

PDF 2506-2513

Artificial intelligence in land use prediction modeling: a review Westi Utami, Catur Sugiyanto, Noorhadi Rahardjo

PDF 2514-2523

Novel computational intelligence-based model for effective traffic management in intelligent transportation system Impana Appaji, Raviraj Pandian

PDF 2524-2539

Scalability and performance of decision tree for cardiovascular disease prediction Tsehay Admassu Assegie, Komal Kumar Napa, Thiyagu Thulasi, Angati Kalyan Kumar, Maran Jeyanthiran Thiruvarasu Vasantha Priya, Vigneswari Dhamodaran

PDF 2540-2545

Framework for contextual consulting practices in adherence for decentralized data-driven decision making Vijay Kumar Pandey, Neeraj Rathore, Narayan P. Bhosale

PDF 2546-2556

Intelligent automation computational modelling for contextual consulting services using Industry 4.0 Vijay Kumar Pandey, Neeraj Rathore, Narayan P Bhosale

PDF 2557-2565

BahanbaKu: intuitive mobile application for buying recipe ingredients Komang Candra Brata, Rigel Vibi Ramadhan, Irvan Rizki Nugraha, Rifqi Hilmy Zhafrant, Ananda Ilyasa Putra

PDF 2566-2573

Morphology for hexagonal image processing: a comprehensive simulation analysis Taner Cevik, Sajjad Nematzadeh, Jawad Rasheed, Abdulaziz Alshammari

PDF 2574-2590

Hyperspectral image classification with spectral-spatial feature integration and ensemble learning Bhavatarini N, Jyothi Aracot Prashant

PDF 2591-2602

Design and implementation of a driving safety assistant system based on driver behavior Adil Salbi, Mohamed Amine Gadi, Tarik Bouganssa, Abdelhadi Eloudrhiri Hassani, Abdelali Lasfar

PDF 2603-2613

The effect of features combination on coloscopy images of cervical cancer using the support vector machine method Retno Supriyanti, Andreas S. Aryanto, Mohammad Irham Akbar, Eman Sutrisna, Muhammad Alqaaf

PDF 2614-2622

Seismic trend analysis: a data mining approach for pattern prediction Laberiano Andrade Arenas, Cesar Yactayo-Arias

PDF 2623-2634

Chatbot with ChatGPT technology for mental wellbeing and emotional management Laberiano Andrade Arenas, Cesar Yactayo-Arias

PDF 2635-2644

Software defined network-based controller system in intelligent transportation system Arjunan Mari Kirthima, Pushpa Sothenahalli Krishnaraju

PDF 2645-2655

Recommendation method for selecting the rice seeds based on group decision support system Hamdani Hamdani, Masna Wati, Didit Suprihanto, Nur Maya Salsabila, Anindita Septiarini, Dita Nurmadewi, Viny Christanti Mawardi

PDF 2656-2665

Stand-off concealed firearm detection using motion tracking and convolutional neural networks Henry Muchiri Muriithi, Ismail Lukandu Ateya, Gregory Wanyembi

PDF 2666-2673

Innovative credit card fraud detection: A hybrid model combining artificial neural networks and support vector machines Oussama Ndama, Ismail Bensassi, El Mokhtar En-naimi

PDF 2674-2682

The cooperative algorithm with auxiliary objectives for the truck and trailer routing problem Ricardo Pérez-Rodríguez, Luis Eduardo Urbán-Rivero

PDF 2683-2693

Transparent precision: Explainable AI empowered breast cancer recommendations for personalized treatment Reena R Lokare, Jyoti Wadmare, Sunita Patil, Ganesh Wadmare, Darshan Patil

PDF 2694-2702

An innovative approach for detecting buildings and construction anomalies in Zenata City Maryem Ait Moulay, Adil Salbi, Issam Bouganssa, Mohamed-Salim Masmoudi, Abdelali Lasfar

PDF 2703-2712

Artificial intelligence-enabled profiling of overlapping retinal disease distribution for ocular diagnosis Sridhevi Sundararajan, Harikrishnan Ramachandran, Harshitha Gupta

PDF 2713-2724

Fuzzified input data tuning for agriculture commodities price prediction Girish Hegde, Vishwanath R. Hulipalled, Jay B. Simha

PDF 2725-2735

Framework towards critical event classification of bipolar disorder in internet of things ecosystem Yashaswini Kunjali Ajeeth, Madhura Kasaragod

PDF 2736-2746

Performance aware algorithm design for elastic resource workflow management of cluster consolidation to handle enterprise big data BJD Kalyani, Pannala Krishna Murthy, Sarabu Neelima

PDF 2747-2753

Anamoly based intrusion detection using ensemble machine learning and block-chain Srinivasa Rao Mekala, Shaik Nazma, Kumbhagiri Nava Chaitanya, Thota Ambica

PDF 2754-2762

Securing high-value electronic equipment: an internet of things driven approach for camera security Siti Aminah Nordin, Zakiah Mohd Yusoff, Muhammad Hanif Faisal, Khairul Kamarudin

PDF 2763-2772

Fuzzy logic based sliding surface adjustment of second-order sliding mode controllers Basheer V P, Abdul Kareem, Ganesh Aithal

PDF 2773-2780

Advanced digital competency assessment of vocational teachers': A new approach based on fuzzy-analytical hierarcy process Aditya Ramadhan Islami, Ade Gafar Abdullah, Isma Widiaty, Cica Yulia, Dadang Lukman Hakim, Erfan Handoko, Eri Subekti, Sherly Rahmawati

PDF 2781-2795

A novel approach to wastewater treatment control: A self-organizing fuzzy sliding mode controller Varuna Kumara, Ezhilarasan Ganesan

PDF 2796-2807

Fuzzy logic for the management of vaccination during pandemics: A spread-rate-based approach Abdul Kareem, Varuna Kumara

PDF 2808-2815

TMS320F28379D microcontroller for speed control of permanent magnet direct current motor Tanawat Chalardsakul, Chotnarin Piliyasilpa, Viroch Sukontanakarn

PDF 2816-2828

On-device training of artificial intelligence models on microcontrollers Bao-Toan Thai, Vy-Khang Tran, Hai Pham, Chi-Ngon Nguyen, Van-Khanh Nguyen

PDF 2829-2839

Classification of Tri Pramana learning activities in virtual reality environment using convolutional neural network I Gede Partha Sindu, Made Sudarma, Rukmi Sari Hartati, Nyoman Gunantara

PDF 2840-2853

Autonomous radar interference detection and mitigation using neural network and signal decomposition Dayat Kurniawan, Budiman Putra Asmaur Rohman, Ratna Indrawijaya, Chaeriah Bin Ali Wael, Suyoto Suyoto, Purwoko Adhi, Iman Firmansyah

PDF 2854-2861

Automated detection of kidney masses lesions using a deep learning approach Ghayth ALMahadin, Hamza Abu Owida, Jamal Al Nabulsi, Nidal Turab, Nour Al Hawamdeh

PDF 2862-2869

A new system for underwater vehicle balancing control based on weightless neural network and fuzzy logic methods Ahmad Zarkasi, Hadipurnawan Satria, Anggina Primanita, Abdurahman Abdurahman, Nurul Afifah, Sutarno Sutarno

PDF 2870-2882

Computer vision that can ‘see’ in the dark Shi Yong Goh, Yan Chiew  Wong, Syafeeza Ahmad Radzi, Ranjit Singh Sarban Singh

PDF 2883-2892

Optimizing the long short-term memory algorithm to improve the accuracy of infectious diseases prediction Eko Sediyono, Sri Ngudi Wahyuni, Irwan Sembiring

PDF 2893-2903

Enhanced multi-ethnic speech recognition using pitch shifting generative adversarial networks Kristiawan Nugroho, Kristophorus Hadiono, Felix Sutanto, Dhendra Marutho, Omar Farooq

PDF 2904-2911

Optimizing pulmonary carcinoma detection through image segmentation using evolutionary algorithms Moulieswaran Elavarasu, Kalpana Govindaraju

PDF 2912-2922

A comparison of meta-heuristic and hyper-heuristic algorithms in solving an urban transit routing problems Ahmad Muklason, Shof Rijal Ahlan Robbani, Edwin Riksakomara, I Gusti Agung Premananda

PDF 2923-2933

A hybrid hue saturation lightness, gray level co-occurrence matrix, and k-nearest neighbour for palm-sugar classification Mila Jumarlis, Ida Mulyadi, Mirfan Mirfan, Irmawati Imawati, Mardiah Mardiah, Muhammmad Faisal, Hairin Anisa

PDF 2934-2945

Enhancing machine failure prediction with a hybrid model approach Ouiam Khattach, Omar Moussaoui, Mohammed Hassine

PDF 2946-2955

Feature level fusion of multi-source data for network intrusion detection Harshitha Somashekar, Pramod Halebidu Basavaraju

PDF 2956-2962

The prediction of thermal sensation in building using support vector machine and extreme gradient boosting Nazrul Effendy, Muhammad Zhafran Abiyu Fadhilah, Danang Wahyu Kraton, Haidar Alghazian Abrar

PDF 2963-2970

Encoder-decoder approach for describing health of cauliflower plant in multiple languages Parag Jayant Mondhe, Manisha P. Satone, Namrata N. Wasatkar

PDF 2971-2977

Multi quadrotors coverage optimization using reinforcement learning with negotiation Glenn Bonaventura Wijaya, Tua Agustinus Tamba

PDF 2978-2986

A three-step combination strategy for addressing outliers and class imbalance in software defect prediction Muhammad Rizky Pribadi, Hindriyanto Dwi Purnomo, Hendry Hendry

PDF 2987-2998

Inverse kinematic solution and singularity avoidance using a deep deterministic policy gradient approach Atikah Surriani, Oyas Wahyunggoro, Adha Imam Cahyadi

PDF 2999-3009

Enhancing stroke prediction using the waikato environment for knowledge analysis Muneera Altayeb, Areen Arabiat

PDF 3010-3017

A mobile-optimized convolutional neural network approach for real-time batik pattern recognition Rosalina Rosalina, Genta Sahuri, Hana Desriva

PDF 3018-3027

Framework for content server placement using integrated learning in content delivery network Priyanka Dharmapal, Channakrishnaraju Channakrishnaraju

PDF 3028-3038

Ensemble of naive Bayes, decision tree, and random forest to predict air quality Yulia Resti, Ning Eliyati, Mau’izatil Rahmayani, Des Alwine Zayanti, Endang Sri Kresnawati, Endro Setyo Cahyono, Irsyadi Yani

PDF 3039-3051

Machine learning-based decision-making approach for predicting defects detection: a case study Elena Barzizza, Nicolo Biasetton, Riccardo Ceccato, Alberto Molena

PDF 3052-3060

Efficient autonomous navigation for mobile robots using machine learning Abderrahim Waga, Ayoub Ba-ichou, Said Benhlima, Ali Bekri, Jawad Abdouni

PDF 3061-3071

Age prediction from COVID-19 blood test for ensuring robust artificial intelligence Nunung Nurul Qomariyah, Dimitar Kazako

PDF 3072-3082

Identifying liver cancer cells using cascaded convolutional neural network and gray level co-occurrence matrix techniques Bellary Chiterki Anil, Arun Kumar Gowdru, Dayananda Prithviraja, Niranjan Chanabasappa Kundur, Balakrishnan Ramadoss

PDF 3083-3091

New insight in cervical cancer diagnosis using convolution neural network architecture Ach Khozaimi, Wayan Firdaus Mahmudy

PDF 3092-3100

Hybrid embedded and filter feature selection methods in big-dimension mammary cancer and prostatic cancer data Siti Sarah Md Noh, Nurain Ibrahim, Mahayaudin M. Mansor, Nor Azura Md Ghani, Marina Yusoff

PDF 3101-3110

Contextual embedding generation of underwater images using deep learning techniques Shivani Kerai, Ganesh Khekare

PDF 3111-3118

Comparing logistic regression and extreme gradient boosting on student arguments Tri Wahyuningsih, Danny Manongga, Irwan Sembiring

PDF 3119-3128

Emergency patient forecasting with models based on support vector machines Carlos Hernandez, Dafne Lagos, Paola Leal, Jaime Castillo

PDF 3129-3140

A design of a brain tumor classifier of magnetic resonance imaging images using ResNet101V2 with hyperparameter tuning Rhendiya Maulana Zein, Nazrul Effendy, Endro Basuki, Nopriadi Nopriadi

PDF 3141-3146

An ensemble features aware machine learning model for detection and staging of dyslexia Sailaja Mulakaluri, Girisha Gowdra Shivappa

PDF 3147-3156

Machine learning for potential anti-cancer discovery from black sea cucumbers Muhammad Fahrury Romdendine, Rizka Fatriani, Wisnu Ananta Kusuma, Annisa Annisa, Mala Nurilmala

PDF 3157-3163

Smart agriculture model in detecting oil palm plantation diseases using a convolution neural network Gunawan Gunawan, Muhammad Zarlis, Poltak Sihombing, Sutarman Sutarman

PDF 3164-3171

Review of early and accurate detection of Parkinson’s disease Soly Mathew Biju, Obada Al-Khatib, Hock Chuan Lim, Suzanne Malt, Hashir Zahid Sheikh

PDF 3172-3187

A systematic review of non-intrusive human activity recognition in smart homes using deep learning Mariam El Ghazi, Noura Aknin

PDF 3188-3202

TourMapQA: using deep learning to develop a vietnam map-based tourism question answering system Vuong Ba Pham, Phuc Chi-Hong Nguyen, Bao The Phung, Truong H. V. Phan

PDF 3203-3210

Barcode-less Fruits Classification Using Deep Learning Amal Abdel-raouf, Alaa Sheta, AbdelKarim Baareh, Peter Rausch

PDF 3211-3217

Design of novel convolution neural network model for lung cancer detection by using sensitivity maps Sugandha Saxena, Sarappadi Narasimha Prasad

PDF 3218-3227

DualFaceNet: augmentation consistency for optimal facial landmark detection and face mask classification Kritaphat Songsri-in, Munlika Rattaphun, Sopee Kaewchada, Somporn Ruang-on

PDF 3228-3239

Quantitative strategies of different loss functions aggregation for knowledge distillation Huong-Giang Doan, Ngoc-Trung Nguyen

PDF 3240-3249

Lip reading using deep learning in Turkish language Hadi Pourmousa, Üstün Özen

PDF 3250-3261

Detection of vague object signatures on deep learning surveillance devices I Ketut Swardika, Putri Alit Widyastuti Santiary

PDF 3262-3272

Transfer learning scenarios on deep learning for ultrasoundbased image segmentation Didik Bani Unggul, Nur Iriawan, Heri Kuswanto

PDF 3273-3282

Optimized feature selection approaches for accident classification to enhance road safety Mummaneni Sobhana, Gnana Siva Sai Venkatesh Mendu, Nihitha Vemulapalli, Kushal Kumar Chintakayala

PDF 3283-3290

Implementation of YOLOv8-seg on store products to speed up the scanning process at point of sales Hanna Arini Parhusip, Suryasatriya Trihandaru, Denny Indrajaya, Jane Labadin

PDF 3291-3305

Deep retino-network for automatic quantification of diabetic retinopathy Syed Amin Jameel, Abdul Rahim Mohamed Shanavas

PDF 3306-3313

You only look once v8 for fish species identification Nurfadjri Akbar Rizqi Basuki, Hustinawaty Hustinawaty

PDF 3314-3321

Herbal plant leaves classification for traditional medicine using convolutional neural network Alfharizky Fauzi, Busono Soerowirdjo, Emy Haryatmi

PDF 3322-3329

Facemask detection and classification using you only look once version 7 Gareebah Al-Rasheedi, Rehan Ullah Khan

PDF 3330-3338

SANAS-Net: spatial attention neural architecture search for breast cancer detection Melwin D'souza, Ananth Prabhu Gurpur, Varuna Kumara

PDF 3339-3349

Intelligent classification and performance prediction of multi-text assessment with recurrent neural networks-long short-term memory Tukino Paryono, Eko Sediyono, Hendry Hendry, Baenil Huda, April Lia Hananto, Aviv Yuniar Rahman

PDF 3350-3363

An optimised deep learning approach for alzheimer’s disease classification Perla Pawan Phanieswar, Konda Sarvari Harshitha, Venkatrajam Marka, Battula Srinivasa Rao, Mudiyala Aparna

PDF 3364-3370

Acapella-based music generation with sequential models utilizing discrete cosine transform Julian Saputra, Agi Prasetiadi, Iqsyahiro Kresna

PDF 3371-3380

An improved convolutional recurrent neural network for stock price forecasting Hoang Vuong Pham, Hung Phu Lam, Le Nhat Duy, The Bao Pham, Tan Dat Trinh

PDF 3381-3394

Elevating sentiment analysis with VGG-16's facial expression insights Pradnya Mehta, Dev Chhabada, Renuka Wankhade, Dhimahi Patel, Anirudh Gote, Anuradha Yenkikar, Poorva Agrawal, Gagandeep Kaur

PDF 3395-3403

Multi-scale input reconstruction network and one-stage instance segmentation for enhancing heart defect prediction rate Sutarno Sutarno, Siti Nurmaini, Ade Iriani Sapitri, Muhammad Naufal Rachmatullah, Bambang Tutuko, Annisa Darmawahyuni, Firdaus Firdaus, Anggun Islami, Samsuryadi Samsuryadi

PDF 3404-3413

Computer aided detection for vertebral deformities diagnosis based on deep learning Nabila OUNASSER, Maryem Rhanoui, Mounia mikram, Bouchra El Asri

PDF 3414-3425

Enhanced you only look once approach for automatic phytoplankton identification Ovide Decroly Wisnu Ardhi, Tri Retnaningsih Soeprobowati, Kusworo Adi, Esa Prakasa, Arief Rachman

PDF 3426-3436

BERT-based models for classifying multi-dialect Arabic texts Hassan Fouadi, Hicham El Moubtahij, Hicham Lamtougui, Ali Yahyaouy

PDF 3437-3446

Epilepsy detection using wavelet transform, genetic algorithm, and decision tree classifier Lahcen Zougagh, Hamid Bouyghf, Mohammed Nahid, Issa Sabiri

PDF 3447-3455

A framework of attribute extraction and dependable aspect term selection from reviews of hospital websites Nasreen Taj Mohammed Basha, Girisha Gowdra Shivappa

PDF 3456-3465

Reinforcement of low-resource language translation with neural machine translation and backtranslation synergies Padma Prasada, Malode Vishwanatha Panduranga Rao

PDF 3478-3488

Automatic detection of safety requests in web and mobile applications using natural language processing techniques Salim Salmi, Lahcen Oughdir

PDF 3489-3497

Javanese part-of-speech tagging using cross-lingual transfer learning Gabriel Enrique, Ika Alfina, Evi Yulianti

PDF 3498-3509

Enhancing the English natural language processing dictionary using natural language processing++ Jayanth Chikkarangaiah, Adarsh Uday, David De Hilster, Shobha Gangadhar, Jyoti Shetty

PDF 3466-3477

New disturbance observer-based speed estimator for induction motor Katherin Indriawati, Febry Pandu Wijaya, Choirul Mufit

PDF 3510-3522

Enhancing internet of things security and efficiency through advanced elliptic curve cryptography-based strategies in fog computing Krishnapura Srinivasa Ravindra, Malode Vishwanatha Panduranga Rao

PDF 3523-3532

Sectoral electricity micro-spatial load forecasting based on partitional clustering technique Adri Senen, Jasrul Jamani Jamian, Hasna Satya Dini, Eko Supriyanto, Dwi Anggaini

PDF 3533-3544

A Horner’s polynomial based quadrupedal multi-gaits signal generation controller Kouame Yann Olivier Akansie, Rajashekhar C. Biradar, Karthik Rajendra, Geetha D. Devanagavi

PDF 3545-3558

Recommendation mobile antivirus for Android smartphones based on malware detection Hendra Saputra, Amalia Zahra, Faldi Faldi, Ferry Fadzlul Rahman, Sayekti Harits, Wawan Joko Pranoto, Fathur Rahman

PDF 3559-3566

Optimization of opinion mining classification techniques using dragonfly algorithm Mikanshu Rani, Jaswinder Singh

PDF 3567-3575

Improved unmanned aerial vehicle control for efficient obstacle detection and data protection Khuralay Moldamurat, Sabyrzhan Atanov, Kairat Akhmetov, Makhabbat Bakyt, Niyaz Belgibekov, Assel Zhumabayeva, Yuriy Shabayev

PDF 3576-3587

Data-driven farming: implementing internet of things for agricultural efficiency Mohamed Ismail Lafta, Wisam Dawood Abdullah

PDF 3588-3598

Hybrid software defined network-based deep learning framework for enhancing internet of medical things cybersecurity Yahya Rbah, Mohammed Mahfoudi, Younes Balboul, Kaouthar Chetioui, Mohammed Fattah, Said Mazer, Moulhime Elbekkali, Benaissa Bernoussi

PDF 3599-3610

Artificial intelligence-based learning model to improve the talents of higher education students towards the digitalization era Sintha Wahjusaputri, Bunyamin Bunyamin, Tashia Indah Nastiti, Evi Sopandi, Tatang Subagyo, Ionia Veritawati

PDF 3611-3620

Efficient fusion of spatio-temporal saliency for frame wise saliency identification Sharada P Narasimha, Sanjeev C Lingareddy

PDF 3621-3633

Comparison and evaluation of YOLO models for vehicle detection on bicycle paths Joshue Garcia-Pajuelo, Ernesto Alonso Paiva-Peredo

PDF 3634-3643

Enhancing microgrid production through particle swarm optimization and genetic algorithm Benydir Mohamed, Belkasem Imodane, Oubella M’hand, Ajaamoum Mohamed, Bouachrine Brahim, El idrissi Abdellah, Abekiri Najib, Dahmane Kaoutar

PDF 3644-3656

The incorporation of stacked long short-term memory into intrusion detection systems for botnet attack classification Ahmad Heryanto, Deris Stiawan, Adi Hermansyah, Rici Firnando, Hanna Pertiwi, Mohd Yazid Bin Idris, Rahmat Budiarto

PDF 3657-3670

Comparing emotion classification: machine learning algorithms and hybrid model with support vector machines Ghufran Hamid Zghair, Dheyaa Shaheed Al-Azzawi

PDF 3671-3685

Deep neural networks and conventional machine learning classifiers to analyze thoracic survival data Cucu Ika Agustyaningrum, Yudi Ramdhani, Doni Purnama Alamsyah, Oda I. B. Hariyanto

PDF 3686-3694

Apple fruits categorizing based on deep convolutional neural network techniques Nashaat Hussain, Gihan Zaki, Mohamed Hassan

PDF 3695-3702

Artificial intelligence ethics: ethical consideration and regulations from theory to practice Shurooq Mnawer Ibrahim, Mohammad Alshraideh, Martin Leiner, Iyad Muhsen AlDajani, Ouarda Bettaz

PDF 3703-3714