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Home > Archives > Vol 14, No 1

DOI: http://doi.org/10.11591/ijai.v14.i1

Table of Contents

The crucial role of artificial intelligence in addressing climate change Laberiano Andrade-Arenas, Domingo Hernández Celis, Cesar Yactayo-Arias

PDF 1-11

Advancing integrity and privacy in cloud storage: challenges, current solutions, and future directions Shrinivasa Shrinivasa, Chandrakala Beturpalya Muddaraju, Annapurna Prashanth Patil

PDF 12-18

Artificial intelligence and machine learning adoption in the financial sector: a holistic review Karima Sayari, Mohamed Kasim Jannathl Firdouse, Fathiya Al Abri

PDF 19-31

Bias in artificial intelligence: smart solutions for detection, mitigation, and ethical strategies in real-world applications Agariadne Dwinggo Samala, Soha Rawas

PDF 32-43

DriveNet: A deep learning framework with attention mechanism for early driving maneuver prediction Mohamed M'haouach, Abdellatif Sassioui, Afaf Bouhoute, Khalid Fardousse

PDF 44-53

Predicting enhanced diagnostic models: deep learning for multi-label retinal disease classification Sridhevi Sundararajan, Harikrishnan Ramachandran, Harshita Gupta, Yashraj Patil

PDF 54-61

Overcoming imbalanced rice seed germination classification: enhancing accuracy for effective seedling identification Muhlasah Novitasari Mara, Sidiq Syamsul Hidayat, Farika Tono Putri, Dwi Rahmawati, Sri Wahyuni, Muhamad Cahyo Ardi Prabowo, Noer Ni'mat Syamsu Kabir, Ragil Tri Indra

PDF 62-72

A page rank-based analytical design of effective search engine optimization Vinutha Mysore Srinivas, Padma Muthalambikasheta Halli Cheluvae Gowda

PDF 73-82

Improving lithium-ion battery reliability through neural network remaining useful life prediction Brahim Zraibi, Mohamed Mansouri

PDF 83-91

Exploring the dynamics of providing cognition using a computational model of cognitive insomnia Roqia Rateb, Mosleh M. Abualhaj, Adeeb Alsaaidah, Mohammad A. Alsharaiah, Amaal Shorman, Nisrean Jaber Thalji

PDF 92-101

Performance analysis of a neuromodel for breast histopathology decision support system Adedayo Olukayode Ojo, Adetoro Mayowa Sola, Florence Omolara Ojo, Moses Onibonoje Oluwafemi

PDF 102-108

Convolutional neural network modelling for autistic individualized education chatbot Raseeda Hamzah, Nursuriati Jamil, Nor Diana Ahmad, Syed Mohd Zahid Syed Zainal Ariffin

PDF 109-118

Improved adaptive multi-threshold method for automatic identification of rhinosinusitis in paranasal sinus images Ondra Eka Putra, Sumijan Sumijan, Muhammad Tajuddin

PDF 119-129

Discriminative deep learning based hybrid spectro-temporal features for synthetic voice spoofing detection Pranita Niraj Palsapure, Rajeswari Rajeswari, Sandeep Kumar Kempegowda, Kumbhar Trupti Ravikumar

PDF 130-141

Predicting water resistance and pitching angle during take-off: an artificial neural network approach Muhammad Fajar, Sigit Tri Atmaja, Sinung Tirtha Pinindriya, Arifin Rasyadi Soemaryanto, Kurnia Hidayat

PDF 142-150

Large language models-based metric for generative question answering systems Hazem Abdel Azim, Mohamed Tharwat Waheed, Ammar Mohammed

PDF 151-158

A Fletcher-Reeves conjugate gradient algorithm-based neuromodel for smart grid stability analysis Adedayo Olukayode Ojo, Aiyedun Olatilewa Eyitayo, Moses Oluwafemi Onibonoje, Saheed Lekan Gbadamosi

PDF 159-165

High body temperature detection solution through touchless machine for health monitoring Siddharth Swami, Lalit Mohan Joshi, Mohammed Ismail Iqbal, Meera Sharma, Amar Jeet Rawat, Sameer Dev Sharma, Rajesh Singh

PDF 166-171

Improving the performance of the fuzzy-internet of things joint system by using an efficient service deployment algorithm Ali Ahmed Razzaq, Kunjam Nageswara Rao

PDF 172-181

Levenberg-Marquardt-optimized neural network for rainfall forecasting Gujanatti Rudrappa, Nataraj Vijapur, Sateesh Hosamane

PDF 182-192

Imitation of the human upper limb by convolutional neural networks Paula Useche Murillo, Robinson Jimenez Moreno, Javier Eduardo Martinez Baquero

PDF 193-203

Implementation and evaluation of Heskes self organizing map counter propagation network for face recognition Kazeem Michael Olagunju, Alice Oluwafunke Oke, Adeleye Samuel Falohun, Marion O. Adebiyi

PDF 204-212

Microarray gene expression classification: dwarf mongoose optimization with deep learning Shyamala Gowri Balaraman, Anu H. Nair, Sanal Kumar

PDF 213-221

Comparison of faster region-based convolutional network for algorithms for grape leaves classification Moechammad Sarosa, Puteri Nurul Ma'rifah, Mila Kusumawardani, Dimas Firmanda Al Riza

PDF 222-230

Neural networks based-simple estimated model for greenhouse gas emission from irrigated paddy fields Chusnul Arif, Yohanes Aris Purwanto, Rudiyanto Rudiyanto, Masaru Mizoguchi

PDF 231-239

Unmanned aircraft vehicles/unmanned aerial systems digital twinning: Data-driven lift and drag prediction for airfoil design Ali Aghazadeh Ardebili, Angelo Martella, Adem Khalil, Sabri Khalil, Antonella Longo, Antonio Ficarella

PDF 240-251

Comparative analysis of genetic algorithms for automated test case generation to support software quality Tiara Rahmania Hadiningrum, Siti Rochimah

PDF 252-259

Efficient reconfigurable parallel switching for low-density parity-check encoding and decoding Divyashree Yamadur Venkatesh, Komala Mallikarjunaiah, Mallikarjunaswamy Srikantaswamy

PDF 260-269

Machine learning-assisted decision support in industrial manufacturing: a case study on injection molding machine selection Faouzi Tayalati, Soulaimane Idiri, Ikhlass Boukrouh, Abdellah Azmani, Monir Azman

PDF 270-285

Explainable machine learning models applied to predicting customer churn for e-commerce Ikhlass Boukrouh, Abdellah Azmani

PDF 286-297

Intelligent cervical cancer detection: empowering healthcare with machine learning algorithms Uma Yadav, Vipin D. Bondre, Shweta V. Bondre, Bhakti Thakre, Poorva Agrawal, Shruti Thakur

PDF 298-306

An efficient load-balancing in machine learning-based DC-DC conversion using renewable energy resources Kavitha Hosakote Shankara, Kavitha Hosakote Shankara, Mallikarjunaswamy Srikantaswamy, Sharmila Nagaraju, Sharmila Nagaraju

PDF 307-316

Efficient reduction of computational complexity in video surveillance using hybrid machine learning for event recognition Jyothi Honnegowda, Komala Mallikarjunaiah, Mallikarjunaswamy Srikantaswamy

PDF 317-326

A novel ensemble-based approach for Windows malware detection Vikas Verma, Arun Malik, Isha Batra, A. S. M. Sanwar Hosen

PDF 327-336

SQL-CB-GuArd: a deep learning mechanism for structured query language injection attack detection AsifIqbal Sirmulla, Prabhakar Manickam

PDF 337-349

New method for assessing suicide ideation based on an attention mechanism and spiking neural network Corrine Francis, Abdulrazak Yahya Saleh Al-Hababi

PDF 350-357

A multi-algorithm approach for phishing uniform resource locator’s detection Devi Sree Guddanti, Rupa Chiramdasu, Mahalakshmi Gayathri Uppuluri

PDF 358-367

Prediction of metabolic syndrome in mexicans using machine learning Zaira Pineda-Rico, Diana Luz de los Angeles Rojas Mendoza, Ulises Pineda-Rico

PDF 368-375

A systematic analysis on machine learning classifiers with data pre-processing to detect anti-pattern from source code Nazneen Akhter, Afrina Khatun, Md. Sazzadur Rahman, A. S. M. Sanwar Hosen, Mohammad Shahidul Islam

PDF 376-384

Machine learning for mental health: predicting transitions from addiction to illness Ali Alkhazraji, Fatima Alsafi, Mohamed Dbouk, Zein Al Abidin Ibrahim, Ihab Sbeity

PDF 385-396

Dynamic spatio-temporal pattern discovery: a novel grid and density-based clustering algorithm Swati Pramod Meshram, Kishor P Wagh

PDF 397-407

Automatic diabetes prediction with explainable machine learning techniques Adiba Haque, Sanjida Islam, Nusrat Rahim Mim, Sabrina Mannan Meem, Ananya Saha, Riasat Khan

PDF 408-415

Weighted nearest neighbors and radius oversampling for imbalanced data classification Gede Angga Pradipta, Putu Desiana Wulaning Ayu, Made Liandana, Dandy Pramana Hostiadi

PDF 416-427

Detection of location-specific intra-cranial brain tumors Shola Usharani, Rama Parvathy Lakshmanan, Gayathri Rajakumaran, Aritra Basu, Anjana Devi Nandam, Sivakumar Depuru

PDF 428-438

Machine learning for the detection of soil pH, macronutrients, and micronutrients with crop and fertilizer recommendations John Joshua Montañez, Jeffrey Sarmiento

PDF 439-446

User sentiment dynamics in social media: a comparative analysis of X and Threads Rezki Khairunnas, Jeri Apriansyah Pagua, Ghina Fitriya, Yova Ruldeviyani

PDF 447-456

Machine learning methods for classification and prediction information security risk assessment Alva Hendi Muhammad, Asro Nasiri, Agung Harimurti

PDF 457-465

Revolutionizing cancer classification: the snr-ogscc method for improved gene selection and clustering Sara Haddou Bouazza, Jihad Haddou Bouazza

PDF 466-472

Balancing and metaheuristic techniques for improving machine learning models in brain stroke prediction Abd Allah Aouragh, Mohamed Bahaj, Fouad Toufik

PDF 473-481

Classification of Bharatanatyam postures using tailored features and artificial neural network Venkatesh Bhandage, Basavaraj Anami, Andrew J, Balachandra Hadimani

PDF 482-491

Hybrid intrusion detection model for hierarchical wireless sensor network using federated learning Sathishkumar Mani, Parasuram Chandrasekaran Kishoreraja, Christeena Joseph, Reji Manoharan, Prasannavenkatesan Theerthagiri

PDF 492-499

Enhancing traffic flow through multi-agent reinforcement learning for adaptive traffic light duration control Nada Faqir, Jaouad Boumhidi, Chakir Loqman, Youness Oubenaalla

PDF 500-515

A revolutionary convolutional neural network architecture for more accurate lung cancer classification Muliadi Muliadi, Agus Perdana Windarto, Solikhun Solikhun, Putrama Alkhairi

PDF 516-526

Fastest Moroccan license plate recognition using a lightweight modified YOLOv5 model Abdelhak Fadili, Mohammed El Aroussi, Youssef Fakhri

PDF 527-537

Hadamard Walsh space based hybrid technique for image data augmentation Vaishali Suryawanshi, Tanuja K. Sarode

PDF 538-546

Hyperparameter optimization of convolutional neural network using particle swarm optimization for emotion recognition Dian Palupi Rini, Tri Kurnia Sari, Winda Kurnia Sari, Novi Yusliani

PDF 547-560

Detecting human fall using internet of things devices for healthcare applications Zakaria Benhaili, Youssef Balouki, Lahcen Moumoun

PDF 561-569

Accurate prediction of chronic diseases using deep learning algorithms Ronald S. Cordova, Rolou Lyn R. Maata, Malik Jawarneh, Marwan I. Alshar'e, Oliver C. Agustin

PDF 570-583

Two-step convolutional neural network classification of plant disease Rosni Lumbantoruan, Nico Rajagukguk, Anju Ucok Lubis, Marwani Claudia, Humasak Simanjuntak

PDF 584-591

Deep learning architectures for location and identification in storage systems Anny Astrid Espitia Cubillos, Robinson Jimenez Moreno, Esperanza Rodríguez Carmona

PDF 592-601

Utilization of convolutional neural network in image interpretation techniques for detecting kidney disease Nanang Sulaksono, Kusworo Adi, Rizal Isnanto

PDF 602-613

Artificial intelligence-driven method for the discovery and prevention of distributed denial of service attacks Ashraf ALDabbas, Laith H. Baniata, Bayan A. AlSaaidah, Zaid Mustafa, Muath Alali, Roqia Rateb

PDF 614-628

A robust penalty regression function-based deep convolutional neural network for accurate cardiac arrhythmia classification using electrocardiogram signals Anniah Pratima, Gopalakrishna Kanathur, Sarappadi Narasimha Prasad

PDF 629-640

Chinese paper classification based on pre-trained language model and hybrid deep learning method Xin Luo, Sofianita Mutalib, Syaripah Ruzaini Syed Aris

PDF 641-649

Reliable backdoor attack detection for various size of backdoor triggers Yeongrok Rah, Youngho Cho

PDF 650-657

Enhancement of YOLOv5 for automatic weed detection through backbone optimization Mohammed Habib, Salma Sekhra, Adil Tannouche, Youssef Ounejjar

PDF 658-666

A novel model to detect and categorize objects from images by using a hybrid machine learning model Nilambar Sethi, Vetukuri Venkata Siva Rama Raju, Venkata Srinivas Lokavarapu, Ravi Babu Devareddi, Shiva Shankar Reddy, Silpa Nrusimhadri

PDF 667-679

Towards efficient knowledge extraction: Natural language processing-based summarization of research paper introductions Nikita Chaudhari, Deepali Vora, Payal Kadam, Vaishali Khairnar, Shruti Patil, Ketan Kotecha

PDF 680-691

Financial text embeddings for the Russian language: a global vectors-based approach Kostyantyn A. Malyshenko, Dmitriy Anashkin

PDF 692-701

Arabic text diacritization using transformers: a comparative study Iman Zubeiri, Adnan Souri, Badr Eddine El Mohajir

PDF 702-711

Parallel rapidly exploring random tree method for unmanned aerial vehicles autopilot development using graphics processing unit processing Lesia Mochurad, Monika Davidekova, Stergios-Aristoteles Mitoulis

PDF 712-723

Smart contracts vulnerabilities detection using ensemble architecture of graphical attention model distillation and inference network Preethi Preethi, Mohammed Mujeer Ulla, Ashwitha Anni, Pavithra Narasimha Murthy, Sapna Renukaradhya

PDF 724-736

Optimizing seismic sequence clustering with rapid cube-based spatiotemporal approach Silviya Hasana, Wina Permana Sari, Rojali Rojali, Devi Fitrianah

PDF 737-748

Bring your own device readiness and productivity framework: a structured partial least square approach Nik Nur Izzati Nik Rosli, Mohamad Rahimi Mohamad Rosman, Noor Rahmawati Alias, Amira Idayu Mohd Shukry, Noor Masliana Razlan, Noor Azreen Alimin

PDF 749-759

Mobile robot localization using visual odometry in indoor environments with TurtleBot4 Gurpreet Singh, Deepam Goyal, Vijay Kumar

PDF 760-768

Electroencephalogram denoising using discrete wavelet transform and adaptive noise cancellation based on information theory Hashem Abdolahniya, Ali Akbar Khazaei, Mahdi Azarnoosh, Seyed Ehsan Razavi

PDF 769-779

Development of a 2 degree of freedom-proportional integral derivative controller using the hippopotamus algorithm Rattapon Dulyala, Worawat Sa-ngiamvibool, Sitthisak Audomsi, Kittipong Ardhah, Techatat Buranaaudsawakul

PDF 780-787

An ontology-based knowledge modeling for the rite of Bai Sri Su Kwan: a ritual of the Greater Mekong Subregion Suwannee Hoaihongthong, Vispat Chaichuay, Kanyarat Kwiecien

PDF 788-797

Serial parallel dataflow-pipelined processing architecture based accelerator for 2D transform-quantization in video coder and decoder Sumalatha Shivarudraiah, Rajeswari Rajeswari

PDF 798-809

Method for developing and partitioning graph-based data warehouses using association rules Redouane Labzioui, Khadija Letrache, Mohammed Ramdani

PDF 810-821

Detection and avoidance of black-hole attack in mobile adhoc network using bee-ad-hoc on-demand distance vector Srikanth Pala, Prasad Maddula, Kiran Sree Pokkuluri, Sunil Pattem, Ramachandra Rao Kurada, Ramu Yadavalli

PDF 822-832