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Home > Vol 13, No 4

Vol 13, No 4: December 2024

Table of Contents

Application of artificial intelligence in music generation: a systematic review Frank Manuel Gutiérrez Paitan, María Acuña Meléndez, Christian Ovalle

PDF 3715-3726

Methodology applied to computer audit with artificial intelligence: a systematic review Sheyla Reymundez Suarez, Bryan Martínez Huamani, María Acuña Meléndez, Christian Ovalle

PDF 3727-3738

A review of machine learning methods to build predictive models for male reproductive health Ariawan Adimoelja, Wayan Firdaus Mahmudy, Diva Kurnianingtyas Kurnianingtyas

PDF 3739-3749

Application of classification algorithms for smishing detection on mobile devices: literature review Dylan Faredh Calero Sinche, María Acuña Meléndez, Christian Ovalle

PDF 3750-3760

Systematic review of artificial intelligence with near-infrared in blueberries Liset Cayhualla Amaro, Sebastian Rau Reyes, María Acuña Meléndez, Christian Ovalle

PDF 3761-3771

Impact of federated learning and explainable artificial intelligence for medical image diagnosis Sivakumar Muthuramalingam, Padmapriya Thiyagarajan

PDF 3772-3785

Artificial intelligence for deepfake detection: systematic review and impact analysis Venkateswarlu Sunkari, Ayyagari Sri Nagesh

PDF 3786-3792

Improving performance of air quality monitoring: a qualitative data analysis Danny Manongga, Untung Rahardja, Irwan Sembiring, Qurotul Aini, Po Abas Sunarya

PDF 3793-3807

Implications of artificial intelligence chatbot models in higher education Hissan Khandakar, Syed Ali Fazal, Kazi Fattah Afnan, Khandakar Kamrul Hasan

PDF 3808-3813

Real-time anomaly detection in electric motor operation noise Van-Khanh Nguyen, Bao-Toan Thai, Vy-Khang Tran, Hai Pham, Chi-Ngon Nguyen

PDF 3814-3826

A novel energy efficient data gathering algorithm for wireless sensor networks using artificial intelligence Swapna Chavva, Vijayashree R. Budyal

PDF 3827-3836

Multi platforms fake accounts detection based on federated learning Marina Azer, Hala H. Zayed, Mahmoud E. A. Gadallah, Mohamed Taha

PDF 3837-3848

A multi-core makespan model for parallel scientific workflow execution in cloud computational framework Farha Naaz, Sameena Banu

PDF 3849-3857

Deep learning approach for forensic facial reconstruction depends on unidentified skull Doaa M. Mohammed, Mostafa Elgendy, Mohamed Taha

PDF 3858-3868

Implementation of global navigation satellite system software-defined radio baseband processing algorithms in system on chip Chetna Devi Kh, Malode Vishwanatha Panduranga Rao

PDF 3869-3878

Design of an effective multiple objects tracking framework for dynamic video scenes Sunil Kumar Karanam, Narasimha Murthy Pokale Kavya

PDF 3879-3891

A systematic assertive wide-band routing using location and potential aware technique Karur Mohammed Saifuddin, Geetha D. Devangavi

PDF 3892-3899

Framework for abnormal event detection and tracking based on effective sparse factorization strategy Divyaprabha Divyaprabha, Guruprasad Seebaiah

PDF 3900-3908

Harnessing adapted capsule networks for accurate lumpy skin disease diagnosis in cattle Goddeti Mallikarjun, V. A. Narayana

PDF 3909-3919

An artificial intelligence approach to smart exam supervision using YOLOv5 and siamese network Nabeel I. Zanoon, Abdullah A. Alhaj, Khalid Alkharabsheh

PDF 3920-3929

Using pattern mining to determine fine climatic parameters for maize yield in Benin Souand Peace Gloria Tahi, Vinasetan Ratheil Houndji, Castro Gbêmêmali Hounmenou, Romain Glèlè Kakaï

PDF 3930-3941

Navigating the tech-savvy generation; key considerations in developing of an artificial intelligence curriculum Munasprianto Ramli, Maifalinda Fatra, Muhamad Murtadlo, Hasan Albana, Baiq Hana Susanti, Saifullah Aldeia

PDF 3942-3950

Fog and rain augmentation for license plate recognition in tropical country environment Vriza Wahyu Saputra, Nanik Suciati, Chastine Fatichah

PDF 3951-3961

Enhancing legal research through knowledge-infused information retrieval for Vietnamese labor law Vuong Pham, Hoang Huy Le, Thinh Phu Ngo, Binh Nguyen, Diem Nguyen, Hien D. Nguyen

PDF 3962-3973

Plant factory with artificial light design, realization, and economic analysis Chaiyant Boonmee, Wipada Wongsuriya, Jeerawan Homjan, Paiboon Kiatsookkanatorn, Patcharanan Sritanauthaikorn, Khanittha Wannakam, Napat Watjanatepin

PDF 3974-3986

Optimisation of semantic segmentation algorithm for autonomous driving using U-NET architecture Javed Subhedar, Mrinal R. Bachute, Ketan Kotecha

PDF 3987-4002

Optimizing the position of photovoltaic solar tracker panels with artificial intelligence using MATLAB Simulink Ricardo Linelson, Fahmy Rinanda Saputri

PDF 4003-4018

Development of a prioritized traffic light control system for emergency vehicles Halleluyah Oluwatobi Aworinde, Abidemi Emmanuel Adeniyi, Segun Adebayo, Faith Adeniji, Oluwasegun Julius Aroba

PDF 4019-4028

Review of cloud computing models in education and the unmet needs Aminah Rezqallah Malkawi, Muhamad Shahbani Abu Bakar, Zulkhairi Dahalin

PDF 4029-4036

Internet of things and blockchain integration for security and privacy Sumita Kumar, Amarsinh Vidhate

PDF 4037-4044

The use of augmented reality in assessing and training children with attention deficit hyperactivity disorder Jesla Joseph, Vinay M.

PDF 4045-4053

Enhancing interpretability in random forest: Leveraging inTrees for association rule extraction insights Fatma Hilali Moh’d, Khairil Anwar Notodiputro, Yenni Angraini

PDF 4054-4061

Implementation of fuzzy logic approach for thalassemia screening in children Erliyan Redy Susanto, Admi Syarif, Warsito Warsito, Khairun Nisa Berawi, Putu Ristyaning Ayu Sangging, Agus Wantoro

PDF 4062-4070

Unified and evolved approach based on neural network and deep learning methods for intrusion detection Alaeddine Boukhalfa, Anas El Attaoui, Sara Rhouas, Norelislam El Hami

PDF 4071-4079

Hybrid improved fuzzy C-means and watershed segmentation to classify Alzheimer’s using deep learning Esraa H. Ali, Sawsan Sadek, Zaid F. Makki

PDF 4080-4094

A novel pairwise based convolutional neural network for image preprocessing enhancement Chaitra Ravi, Siddesh Gaddadevara Matt

PDF 4095-4105

Detecting fraudulent financial statement under imbalanced data using neural network Hendra Tjahyadi, Yosua Efraim Young

PDF 4106-4112

Rice quality classification system using convolutional neural network and an adaptive neuro-fuzzy inference system Lia Kamelia, Eki Ahmad Zaki Hamidi, Reno Muhammad Fadilla

PDF 4113-4120

Enhancing video anomaly detection for human suspicious behavior through deep hybrid temporal spatial network Kusuma Sriram, Kiran Purushotham

PDF 4121-4128

Obstructive sleep apnea detection based on electrocardiogram signal using one-dimensional convolutional neural network Rahmat Widadi, Achmad Rizal, Sugondo Hadiyoso, Hilman Fauzi, Ziani Said

PDF 4129-4137

Seeding precision: a mask region based convolutional neural networks classification approach for the classification of paddy seeds Rajashree Nambiar, Ranjith Bhat, Varuna Kumara

PDF 4138-4146

Enhancing road image clarity with residual neural network dehazing model Aerun Martin, Mohd Nazeri Kamaruddin, Zamani Md Sani, Hadhrami Abdul Ghani

PDF 4147-4157

ConciseCarNet: convolutional neural network for parking space classification Marwan Ramli, Sayuti Rahman, Rahmad Bayu Syah

PDF 4158-4168

Pneumonia detection on x-ray image using improved depthwise separable convolutional neural networks Islam Nur Alam, Ghinaa Zain Nabiilah, Erna Fransisca Angela Sihotang, Bakti Amirul Jabar

PDF 4169-4177

Data-driven decisions: Artificial intelligence-based experimental validation of ocean ecosystem services scale Ronnie Figueiredo, Pedro Cabral

PDF 4178-4185

A new approach based on genetic algorithm for computation offloading optimization in multi-access edge computing networks Marouane Myyara, Oussama Lagnfdi, Anouar Darif, Abderrazak Farchane

PDF 4186-4194

A fuzzy logic-genetic algorithm for full truckload transportation problem Karim EL Bouyahyiouy, Zahira EL Hariz, Adil Bellabdaoui

PDF 4195-4205

Bio inspired technique for controlling angle of attack of aircraft Subhakanta Bal, Srinibash Swain, Partha Sarathi Khuntia

PDF 4206-4216

Guided imitation optimizer: a metaheuristic combining guided search and imitation search Purba Daru Kusuma, Meta Kallista

PDF 4217-4228

Optimized triangular observer based adaptive supertwisting sliding mode control for wind turbine system Sanae El Bouassi, Youssef El Afou, Zakaria Chalh, El Mehdi Mellouli, Touria Haidi

PDF 4229-4240

Image analysis for classifying coffee bean quality using a multi-feature and machine learning approach Anindita Septiarini, Hamdani Hamdani, Aji Ery Burhandeny, Damar Nurcahyono, Surya Eka Priyatna

PDF 4241-4248

Driver inattention detection system using multi-task cascaded convolutional networks Abdelfettah Soultana, Faouzia Benabbou, Nawal Sael, Soukaina Bouhsissin

PDF 4249-4262

Improving baseline reduction for emotion recognition based on electroencephalogram signals I Made Agus Wirawan, I Gede Mahendra Darmawiguna, Ida Bagus Nyoman Pascima

PDF 4263-4272

Elevating fraud detection: machine learning models with computational intelligence optimization Cheryl Angelica, Charleen Charleen, Antoni Wibowo

PDF 4273-4280

Signalling overhead minimization aware handover execution using ensemble learning in next generation wireless networks Bhavana Srinivas, Nadig Vijayendra Uma Reddy

PDF 4281-4290

Developing standard criteria for robotic process automation candidate process selection Neelam Yadav, Supriya P. Panda

PDF 4291-4300

Proactive cervical cancer risk assessment using data-driven analytics Sreelatha Sreelatha, Vrinda Shivashetty

PDF 4301-4311

Enhancing breast cancer diagnosis: a comparative analysis of feature selection techniques Salsabila Benghazouani, Said Nouh, Abdelali Zakrani

PDF 4312-4322

Improving the risk profile of Indonesian enterprise taxpayers using multilabel classification Teguh Prasetyo, Budi Susetyo, Anang Kurnia

PDF 4323-4333

Eligibility rate of applicant’s LinkedIn account: a naïve bayes classification and visualization Khyrina Airin Fariza Abu Samah, Nurul Athirah Ahmad, Anis Amilah Shari, Hana Fakhira Almarzuki, Zuhri Arafah, Lala Septem Riza, Amir Haikal Abdul Halim

PDF 4334-4343

A machine learning based framework for breast cancer prediction using biomarkers Apurva Vashist, Anil Kumar Sagar, Anjali Goyal

PDF 4344-4351

DepXGBoot: Depression detection using a robust tuned extreme gradient boosting model generator U. Ananthanagu, Pooja Agarwal

PDF 4352-4363

Predicting levels of legal case difficulties using machine learning Ilmiyati Sari, Rifki Kosasih, Dina Indarti

PDF 4364-4371

Machine learning algorithms for breast cancer analysis: performance and accuracy comparison Soufyane Ayanouz, Boudhir Anouar Abdelhakim, Mohammed Ben Ahmed

PDF 4372-4379

Character N-gram model for toxicity prediction Eman Shehab, Hamada Nayel, Mohamed Taha

PDF 4380-4387

A terrain data collection sensor box towards a better analysis of terrains conditions Kouame Yann Olivier Akansie, Rajashekhar C. Biradar, Karthik Rajendra, Geetha D. Devanagavi

PDF 4388-4402

Predicting hepatitis C infection with machine learning algorithms: a prospective study Orlando Iparraguirre-Villanueva, Rosalynn Ornella Flores-Castañeda, Henry Chero-Valdivieso, Fernando Sierra-Liñan

PDF 4403-4413

Network intrusion detection in big datasets using Spark environment and incremental learning Abdelwahed Elmoutaoukkil, Mohamed Hamlich, Amine Khatib, Marouane Chriss

PDF 4414-4421

WEKA-based machine learning for traffic congestion prediction in Amman City Areen Arabiat, Mohammad Hassan, Omar Almomani

PDF 4422-4434

Optimized multi-layer self-attention network for feature-level data fusion in emotion recognition Basamma Umesh Patil, Ashoka Davanageri Virupakshappa, Ajay Prakash Basappa Vijaya

PDF 4435-4444

Artionyms and machine learning: auto naming of the paintings Anna Altynova, Valeria Kolycheva, Dmitry Grigoriev, Alexander Semenov

PDF 4445-4452

Innovative machine learning approaches for prediction of hypoglycemia in patients with type 2 diabetes Sachin Ramnath Gaikwad, Seeta Devi, Sameer Shekhar, Dipali Dumbre

PDF 4453-4471

Mortality prediction of COVID-19 patients using supervised machine learning Husnul Khuluq, Prasandhya Astagiri Yusuf, Dyah Aryani Perwitasari, Thang Nguyen

PDF 4472-4479

Pothole detection model for road safety using computer vision and machine learning Vijaykumar S. Bidve, Kiran S. Kakakde, Rahul H. Bhole, Pakiriswamy Sarasu, Ashfaq Shaikh, Pradnya Samit Mehta, Santosh P. Borde, Shailesh O. Kediya

PDF 4480-4487

Evaluation of distributed denial of service attacks detection in software defined networks Neethu S., H. V. Ravish Aradhya

PDF 4488-4498

A relation network for plant disease detection based on fewshot learning S. Hemalatha, Jai Jaganath Babu Jayachandran

PDF 4499-4508

Machine learning prediction of quality of life: Insight from property crime and tropical climate analysis Anis Zulaikha Mohd Zukri, Siti Rasidah Md Sakip, Suraya Masrom

PDF 4509-4515

Accuracy based-stacked ensemble learning model for the prediction of coronary heart disease Santosini Bhutia, Bichitrananda Patra, Mitrabinda Ray

PDF 4516-4525

Phishing detection using clustering and machine learning Luai Al-Shalabi, Yahia Hasan Jazyah

PDF 4526-4536

Multi-label feature aware XGBoost model for student performance assessment using behavior data in online learning environment Shashirekha Hanumanthappa, Chetana Prakash

PDF 4537-4543

Novel maternal risk factors for preeclampsia prediction using machine learning algorithms Seeta Devi, Payal Purushottam Bhagat, Harshita Gupta, Harikrishnan R., Gorakh Mandrupkar

PDF 4544-4556

An ensemble framework augmenting surveillance cameras for detecting intruder clusters as potential mobs Omobayo Ayokunle Esan, Isaac O. Osunmakinde

PDF 4557-4571

Grindulu fault cloud radon data for earthquake magnitude prediction using machine learning Thomas Oka Pratama, Sunarno Sunarno, Agus Budhie Wijatna, Eko Haryono

PDF 4572-4582

Unveiling DNA sequences: a comparison of machine learning and deep learning techniques for prediction S. M. Shifana Rayesha, Dr. Aisha Banu, Dr. Afzalur Rahman, Dr. Sharon Priya

PDF 4583-4593

A new texture descriptor for handwritten document writer identification Said Lazrak, Abbelalim Sadiq, Abdelillah Semma, Yaˆacoub Hannad

PDF 4594-4607

Detecting student attention through electroencephalography signals: a comparative analysis of deep learning models Eng Lye Lim, Raja Kumar Murugesan, Sumathi Balakrishnan

PDF 4608-4618

Efficient cross-lingual plagiarism detection using bidirectional and auto-regressive transformers Chaimaa Bouaine, Faouzia Benabbou

PDF 4619-4629

3D visualization diagnostics for lung cancer detection Rana M. Mahmoud, Mostafa Elgendy, Mohamed Taha

PDF 4630-4641

Enhancing text classification through novel deep learning sequential attention fusion architecture Shilpa Shilpa, Shridevi Soma

PDF 4642-4653

Enhancing image quality using super-resolution residual network for small, blurry images Djarot Hindarto, Mohammad Iwan Wahyuddin, Andrianingsih Andrianingsih, Ratih Titi Komalasari, Endah Tri Esti Handayani, Mochamad Hariadi

PDF 4654-4666

Abnormality-aware bone fracture detection and classification using the triple context attention model Tabassum Nahid Sultana, Asma Parveen

PDF 4667-4674

Sentiment-electroencephalogram fusion for efficient product review prediction using correlation-based deep learning neural network Rahul Kumar Sharma, Arvind Dagur

PDF 4675-4687

Indonesian news article authorship attribution multilabel multiclass classification using IndoBERT Karen Etania Saputra, Riccosan Riccosan

PDF 4688-4694

Sarcasm detection on social data: heuristic search and deep learning Arumugham Palaniammal, Purushothaman Anandababu

PDF 4695-4702

Regularized Xception for facial expression recognition with extra training data and step decay learning rate Elang Arkanaufa Azrien, Sri Hartati, Aufaclav Zatu Kusuma Frisky

PDF 4703-4710

Anchor selection based deep learning two stage fabric defect localization Hattarki Pooja, Shrideva Soma

PDF 4711-4721

Image classification in cultural heritage Muath Sabha, Muhammed Saffarini, Rami Yousuf

PDF 4722-4735

Securing the internet of things frontier: a deep learning ensemble for cyber-attack detection in smart environments Deepa Venkataraya Premalatha, Sukumar Ramanujam

PDF 4736-4746

Sentiment analysis of student’s comments using long short-term memory with multi head attention Bhavana Prasanjeet Bhagat, Sheetal S. Dhande-Dandge, Sandeep R Raut

PDF 4747-4756

Enhanced detection of tomato leaf diseases using ensemble deep learning: INCVX-NET model Shruthi Kikkeri Subramanya, Naveen Bettahalli

PDF 4757-4765

Leveraging multimodal deep learning for natural disaster event classification and its damage severity analysis through social media posts Nivedita Kasturi, Shashikumar Guruputra Totad, Goldina Ghosh

PDF 4766-4777

Federated inception-multi-head attention models for cyber-attacks detection Imad Tareq AL-Halboosi, Bassant Mohamed Elbagoury, Salsabil Amin El-Regaily, El-Sayed M. El-Horbaty

PDF 4778-4794

Detection and identification of un-uniformed shape text from blurred video frames Ravikumar Hodikehosahally Channegowda, Raghavendra Srinivasaiah, Santosh Kumar Jankatti, Meenakshi B, Niranjana Shravanabelagola Jinachandra, Raveendra Kumar Tavarekere Hombegowda

PDF 4795-4805

Deep learning model for detection acute cardiogenic pulmonary edema in cases of preeclampsia Cynthia Hayat, Iwan Aang Soenandi

PDF 4806-4812

CryptoGAN: a new frontier in generative adversarial network-driven image encryption Ranjith Bhat, Raghu Nanjundegowda

PDF 4813-4821

Transfer-learning based skin cancer diagnosis using fine-tuned AlexNet by Marine Predators Algorithm Maha Ibrahim Khaleel, Amir Lakizadeh

PDF 4822-4832

Automated diagnosis of brain tumor classification and segmentation of magnetic resonance imaging images Chandrakala B. Muddaraju, Shrinivasa Shrinivasa, Shobha Narasimhamurthy, Vaishali Sontakke

PDF 4833-4842

Deep ensemble architectures with heterogeneous approach for an efficient content-based image retrieval Manimegalai Asokaraj, Josephine Prem Kumar, Nanda Ashwin

PDF 4843-4855

Enhancing intrusion detection in next-generation networks based on a multi-agent game-theoretic framework Sai Krishna Lakshminarayana, Prabhugoud I. Basarkod

PDF 4856-4868

Integrating gait and speech dynamics methodologies for enhanced stuttering detection across diverse datasets Ravikiran Reddappa Reddy, Santhosh Kumar Gangadharaih

PDF 4869-4882

A detection model of aggressive driving behavior based on hybrid deep learning Noor Walid Khalid, Wisam Dawood Abdullah

PDF 4883-4894

A novel deep anomaly detection approach for intrusion detection in futurisitic network Sai Krishna Lakshminarayana, Prabhugoud I. Basarkod

PDF 4895-4905

Transliteration and translation of Hindi language using integrated domain-based Auto-encoder Vathsala M K, Sanjeev C. Lingareddy

PDF 4906-4914

Deep feature synthesis approach using selective graph attention for replay attack voice spoofing detection Pranita Niraj Palsapure, Rajeswari Rajeswari, Sandeep Kumar Kempegowda

PDF 4915-4926

Enhanced scene text recognition using deep learning based hybrid attention recognition network Ratnamala S Patil, Geeta Hanji, Rakesh Huded

PDF 4927-4938

Enhancing ultrasound-guided brachial plexus nerve localization with ResNet50 and support vector machine Sobhana Mummaneni, Kushal Kumar Chintakayala, Lalith Sai Mukund Yarlagadda, Venkata Siva Naga Raju Ala, Nihitha Vemulapalli

PDF 4939-4947

Indonesian sentiment towards global economic recession in 2023 using optimized hyperparameters of support vector machine kernels Dairatul Maarif, Adinda Aulia Hafizha, Andi Kurniawan

PDF 4948-4956

Unsupervised hindi word sense disambiguation using graph based centrality measures Prajna Jha, Shreya Agarwal, Ali Abbas, Satyendr Singh, Tanveer Jahan Siddiqui

PDF 4957-4964

Malay phoneme-based subword news headline generator for low-resource language Yeong Tsann Phua, Kwang Hooi Yew, Mohd Fadzil Hassan, Matthew Teow Yok Wooi

PDF 4965-4975

A neural machine translation system for Kreol Repiblik Moris and English Sameerchand Pudaruth, Sheeba Armoogum, Nirmal Kumar Betchoo, Aneerav Sukhoo, Vandanah Gooria, Abdallah Peerally, Mohammad Zafar Khodabocus

PDF 4976-4987

The integrated smart system to assist elderly at home Handy Wicaksono, Petrus Santoso, Indar Sugiarto, Sean Gondowardoyo, Andrew Wijaya, Jason Halim, Nazhatul Hafizah Kamarudin

PDF 4988-4997

Spectral splitting of speech signal using time varying recursive filters for binaural hearing aids Aparna Chilakawad, Pandurangarao N. Kulkarni

PDF 4998-5004

A new mining and decoding framework to predict expression of opinion on social media emoji’s using machine learning models Saravanan Madderi Sivalingam, Smitha Ponnaiyan Sarojam, Malathi Subramanian, Kalachelvi Thulasingam

PDF 5005-5012