IAES International Journal of Artificial Intelligence (IJ-AI)

IAES International Journal of Artificial Intelligence (IJ-AI), ISSN/e-ISSN 2089-4872/2252-8938 publishes articles in the field of artificial intelligence (AI). The scope covers all artificial intelligence (AI) and machine learning (ML) areas and their applications in the following topics: neural networks; fuzzy logic; simulated biological evolution algorithms (like genetic algorithms, ant colony optimization, etc); reasoning and evolution; intelligence applications; computer vision and speech understanding; multimedia and cognitive informatics, data mining and machine learning tools, heuristic and AI planning strategies and tools, computational theories of learning; technology and computing (like particle swarm optimization); intelligent system architectures; knowledge representation; bioinformatics; natural language processing; multiagent systems; supervised learning; unsupervised learning; deep learning; big data and AI approaches; reinforcement learning; and learning with generative adversarial networks; etc.

This journal is indexed in Scopus and all published papers since 2018 issues were included in scopus.com. This journal has been included in SCImago Journal Rank (SJR) since 2020 (or since SJR 2019). The CiteScore for the IAES International Journal of Artificial Intelligence is 3.9 (Q2 CiteScore Best Quartile), with an SNIP of 0.800 and an SJR of 0.365. The journal is published by Institute of Advanced Engineering and Science (IAES) in collaboration with Intelektual Pustaka Media Utama (IPMU).

Submit your paper now through Online submission ONLY. Kindly please download the IJ-AI template in MS Word or LaTeX. Submission for publication in this journal presumes that the paper is not being considered for publication elsewhere and is not under review by any other publication. A submitted paper should be an original work, and should not have been presented or published previously.All papers undergo a thorough evaluation process while following all ethical guidelines to maintain the highest publishing standards. The IJ-AI Team strictly review suitability, originality of manuscripts for publication. Publication integrity is one of the principle responsibilities we take. Our Editors maintain transparency of research, assess manuscript for scientific value, ensure that content is free from any manifestations of discrimination, and evaluate information objectively without any conflict of interests. Papers are published in the quarterly journal (Mar, June, Sep and Dec). If you have any problems submitting your papers, please contact us at email: ijai@iaesjournal.com, cc: editor@iaesjournal.com.

 

Announcements

 

IAES International Journal of Artificial Intelligence (IJ-AI) will begin publishing bimonthly, starting 2025.

  
Since 2012, the IAES International Journal of Artificial Intelligence (IJ-AI), ISSN/e-ISSN: 2089-4872/2252-8938, has published quarterly. Starting in 2025, this journal will publish every two months (6 times per year), ensuring that authors do not have to wait too long between issues while maintaining the number of articles published in 2024. As a high-quality academic exchange platform, our commitment to publishing articles quickly ensures that readers have immediate access to impactful, potentially practice-changing articles once accepted. The regular months of publication will be February, April, June, August, October, and December.

Editorial Office
IAES International Journal of Artificial Intelligence (IJ-AI)		  
Posted: 2024-10-07 More...
 

Multiple Submission (Simultaneous Submissions) and Prior Publication

  

Dear Authors,

Authors should only submit original work that has not previously been published or is currently under review for another refereed publication. The Institute of Advanced Engineering and Science (IAES) and Intelektual Pustaka Media Utama (IPMU) does not allow manuscripts under review in a journal or conference proceeding to be under review for another publication at the same time.

Simultaneous submissions should be avoided because they may result in copyright violations or disputes if the work is published in multiple publications and consumes the production and financial resources of more than one publication that could have been used for other research. Multiple publications waste money and space, do not provide full value to members and libraries, and cause citation and indexing confusion. It should be avoided.

Authors who fail to properly cite their previous work or who submit the same manuscript to two or more publications without informing the editor that the paper is under review by another publication may face disciplinary actions such as:

1. A reminder that the action is unethical scholarly practice
2. A requirement to submit an apology to the editors, and/or
3. Authors are suspenseful of publication in the IAES journals for one year.

Your cooperation is very appreciated

Best Regards,
IAES Editorial Office

  
Posted: 2023-11-13
 
More Announcements...

Vol 14, No 1: February 2025

Table of Contents

The crucial role of artificial intelligence in addressing climate change
Laberiano Andrade-Arenas, Domingo Hernández Celis, Cesar Yactayo-Arias
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1-11
Advancing integrity and privacy in cloud storage: challenges, current solutions, and future directions
Shrinivasa Shrinivasa, Chandrakala Beturpalya Muddaraju, Annapurna Prashanth Patil
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12-18
Artificial intelligence and machine learning adoption in the financial sector: a holistic review
Karima Sayari, Mohamed Kasim Jannathl Firdouse, Fathiya Al Abri
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19-31
Bias in artificial intelligence: smart solutions for detection, mitigation, and ethical strategies in real-world applications
Agariadne Dwinggo Samala, Soha Rawas
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32-43
DriveNet: A deep learning framework with attention mechanism for early driving maneuver prediction
Mohamed M'haouach, Abdellatif Sassioui, Afaf Bouhoute, Khalid Fardousse
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44-53
Predicting enhanced diagnostic models: deep learning for multi-label retinal disease classification
Sridhevi Sundararajan, Harikrishnan Ramachandran, Harshita Gupta, Yashraj Patil
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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
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62-72
A page rank-based analytical design of effective search engine optimization
Vinutha Mysore Srinivas, Padma Muthalambikasheta Halli Cheluvae Gowda
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73-82
Improving lithium-ion battery reliability through neural network remaining useful life prediction
Brahim Zraibi, Mohamed Mansouri
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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
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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
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102-108
Convolutional neural network modelling for autistic individualized education chatbot
Raseeda Hamzah, Nursuriati Jamil, Nor Diana Ahmad, Syed Mohd Zahid Syed Zainal Ariffin
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109-118
Improved adaptive multi-threshold method for automatic identification of rhinosinusitis in paranasal sinus images
Ondra Eka Putra, Sumijan Sumijan, Muhammad Tajuddin
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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
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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
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142-150
Large language models-based metric for generative question answering systems
Hazem Abdel Azim, Mohamed Tharwat Waheed, Ammar Mohammed
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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
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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
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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
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172-181
Levenberg-Marquardt-optimized neural network for rainfall forecasting
Gujanatti Rudrappa, Nataraj Vijapur, Sateesh Hosamane
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182-192
Imitation of the human upper limb by convolutional neural networks
Paula Useche Murillo, Robinson Jimenez Moreno, Javier Eduardo Martinez Baquero
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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
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204-212
Microarray gene expression classification: dwarf mongoose optimization with deep learning
Shyamala Gowri Balaraman, Anu H. Nair, Sanal Kumar
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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
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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
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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
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240-251
Comparative analysis of genetic algorithms for automated test case generation to support software quality
Tiara Rahmania Hadiningrum, Siti Rochimah
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252-259
Efficient reconfigurable parallel switching for low-density parity-check encoding and decoding
Divyashree Yamadur Venkatesh, Komala Mallikarjunaiah, Mallikarjunaswamy Srikantaswamy
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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
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270-285
Explainable machine learning models applied to predicting customer churn for e-commerce
Ikhlass Boukrouh, Abdellah Azmani
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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
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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
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307-316
Efficient reduction of computational complexity in video surveillance using hybrid machine learning for event recognition
Jyothi Honnegowda, Komala Mallikarjunaiah, Mallikarjunaswamy Srikantaswamy
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317-326
A novel ensemble-based approach for Windows malware detection
Vikas Verma, Arun Malik, Isha Batra, A. S. M. Sanwar Hosen
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327-336
SQL-CB-GuArd: a deep learning mechanism for structured query language injection attack detection
AsifIqbal Sirmulla, Prabhakar Manickam
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337-349
New method for assessing suicide ideation based on an attention mechanism and spiking neural network
Corrine Francis, Abdulrazak Yahya Saleh Al-Hababi
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350-357
A multi-algorithm approach for phishing uniform resource locator’s detection
Devi Sree Guddanti, Rupa Chiramdasu, Mahalakshmi Gayathri Uppuluri
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358-367
Prediction of metabolic syndrome in mexicans using machine learning
Zaira Pineda-Rico, Diana Luz de los Angeles Rojas Mendoza, Ulises Pineda-Rico
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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
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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
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385-396
Dynamic spatio-temporal pattern discovery: a novel grid and density-based clustering algorithm
Swati Pramod Meshram, Kishor P Wagh
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397-407
Automatic diabetes prediction with explainable machine learning techniques
Adiba Haque, Sanjida Islam, Nusrat Rahim Mim, Sabrina Mannan Meem, Ananya Saha, Riasat Khan
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408-415
Weighted nearest neighbors and radius oversampling for imbalanced data classification
Gede Angga Pradipta, Putu Desiana Wulaning Ayu, Made Liandana, Dandy Pramana Hostiadi
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416-427
Detection of location-specific intra-cranial brain tumors
Shola Usharani, Rama Parvathy Lakshmanan, Gayathri Rajakumaran, Aritra Basu, Anjana Devi Nandam, Sivakumar Depuru
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428-438
Machine learning for the detection of soil pH, macronutrients, and micronutrients with crop and fertilizer recommendations
John Joshua Montañez, Jeffrey Sarmiento
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439-446
Enhancing traffic flow through multi-agent reinforcement learning for adaptive traffic light duration control
Nada Faqir, Jaouad Boumhidi, Chakir Loqman, Youness Oubenaalla
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500-515
User sentiment dynamics in social media: a comparative analysis of X and Threads
Rezki Khairunnas, Jeri Apriansyah Pagua, Ghina Fitriya, Yova Ruldeviyani
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447-456
Machine learning methods for classification and prediction information security risk assessment
Alva Hendi Muhammad, Asro Nasiri, Agung Harimurti
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457-465
Classification of Bharatanatyam postures using tailored features and artificial neural network
Venkatesh Bhandage, Basavaraj Anami, Andrew J, Balachandra Hadimani
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482-491
Revolutionizing cancer classification: the snr-ogscc method for improved gene selection and clustering
Sara Haddou Bouazza, Jihad Haddou Bouazza
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466-472
Balancing and metaheuristic techniques for improving machine learning models in brain stroke prediction
Abd Allah Aouragh, Mohamed Bahaj, Fouad Toufik
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473-481
Hybrid intrusion detection model for hierarchical wireless sensor network using federated learning
Sathishkumar Mani, Parasuram Chandrasekaran Kishoreraja, Christeena Joseph, Reji Manoharan, Prasannavenkatesan Theerthagiri
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492-499
A revolutionary convolutional neural network architecture for more accurate lung cancer classification
Muliadi Muliadi, Agus Perdana Windarto, Solikhun Solikhun, Putrama Alkhairi
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516-526
Fastest Moroccan license plate recognition using a lightweight modified YOLOv5 model
Abdelhak Fadili, Mohammed El Aroussi, Youssef Fakhri
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527-537
Hadamard Walsh space based hybrid technique for image data augmentation
Vaishali Suryawanshi, Tanuja K. Sarode
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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
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547-560
Detecting human fall using internet of things devices for healthcare applications
Zakaria Benhaili, Youssef Balouki, Lahcen Moumoun
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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
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570-583
Two-step convolutional neural network classification of plant disease
Rosni Lumbantoruan, Nico Rajagukguk, Anju Ucok Lubis, Marwani Claudia, Humasak Simanjuntak
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584-591
Deep learning architectures for location and identification in storage systems
Anny Astrid Espitia Cubillos, Robinson Jimenez Moreno, Esperanza Rodríguez Carmona
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592-601
Utilization of convolutional neural network in image interpretation techniques for detecting kidney disease
Nanang Sulaksono, Kusworo Adi, Rizal Isnanto
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602-613
Reliable backdoor attack detection for various size of backdoor triggers
Yeongrok Rah, Youngho Cho
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650-657
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
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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
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629-640
Chinese paper classification based on pre-trained language model and hybrid deep learning method
Xin Luo, Sofianita Mutalib, Syaripah Ruzaini Syed Aris
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641-649
Enhancement of YOLOv5 for automatic weed detection through backbone optimization
Mohammed Habib, Salma Sekhra, Adil Tannouche, Youssef Ounejjar
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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
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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
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680-691
Financial text embeddings for the Russian language: a global vectors-based approach
Kostyantyn A. Malyshenko, Dmitriy Anashkin
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692-701
Arabic text diacritization using transformers: a comparative study
Iman Zubeiri, Adnan Souri, Badr Eddine El Mohajir
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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
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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
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724-736
Optimizing seismic sequence clustering with rapid cube-based spatiotemporal approach
Silviya Hasana, Wina Permana Sari, Rojali Rojali, Devi Fitrianah
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737-748
Mobile robot localization using visual odometry in indoor environments with TurtleBot4
Gurpreet Singh, Deepam Goyal, Vijay Kumar
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760-768
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
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749-759
Electroencephalogram denoising using discrete wavelet transform and adaptive noise cancellation based on information theory
Hashem Abdolahniya, Ali Akbar Khazaei, Mahdi Azarnoosh, Seyed Ehsan Razavi
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769-779
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
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788-797
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
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780-787
Serial parallel dataflow-pipelined processing architecture based accelerator for 2D transform-quantization in video coder and decoder
Sumalatha Shivarudraiah, Rajeswari Rajeswari
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798-809
Method for developing and partitioning graph-based data warehouses using association rules
Redouane Labzioui, Khadija Letrache, Mohammed Ramdani
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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
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822-832