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Arhiv za tehničke nauke / Archives for Technical Sciences N0 33

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Authors in this issue:

A. Narmadha, A. Subramani, Aakanksha Rawat, Abbas Mirzaei, Abdolrashid Rezvani, Abdurahim Mannonov, Abeer Alsadoon, Adil Kariev, Ahmed E. Sedawy, Akbarbek Allashev, Akbarbek Allashev, Alaa A. El-Demerdash, Alaa Kadhim Farhan, Amira Y. Haikal, Ammar A Naji, Ancy Joy, Anica Milanović, Ankita Sappa, Arun Raaza, Ashraf A. A. Beshr, Azhar F. Al-zubidi, B. Kalaiyarasan, B. Neeraja, B. Philip Regin, B. Saratha, B. Suchitra, B. Venkatesh Reddy, B.V. Jayanthi, Babak Nouri-moghaddam, Basil Roy, Basim Almayahi, C. Kavitha, C. Supraja, Ch. Indira Priyadarsini, Chen-Kim Lim, D. Lenine, D. Vasantha Mallika, Dilafruz Karshiboyeva, Dilfuza Abdullayeva, Dilnoza Abduvakhabova, Dilnoza Ziyoyeva, Dilshod Khamidov, Diyora Karimova, Doaa Hazim Aziz, Dr.A. Subramani, Farida Virani, Fatin. H ALaaraji, G. Amutha, G. Manoj, G. Rajalakshmi, Gavharxon Saydaliyeva, Gaybullaev Otabek, Ghadeer H Abbas, Gulchekhra Razzokova, Harsha Vardhan Reddy Kavuluri, Huu Khoa Tran, Islam Ali Mahmoud, Israa Al-Janabi, Israa Jafar, Izzatbek Rejapov, J. Jaganpradeep, J. Josphin Mary, J. Surya Kumari, Jameel Al-Naffakh, Jayaeswari Sangaralingam, Jinsa Kuruvilla, Jisha Jacob, K. Asha Latha, K. Jagadeesh, K. Janani, K. Narasimhulu, K. Subba Reddy, Kamala Kodirova, Keyvan Mohebbi, Khamdam Matyakubov, Kian-Lam Tan, Lau Pei Mey, M S Radhika, M. Kotteeswaran, M. Adhithya Raj, M. Balamurugan, M. Birundha Rani, M. Murugesan, M. Sravan Kumar Reddy, Madina Kholova, Maftunaxon Yakubjonova, Mamlakat Xonnazarova, Manjeet Singh Hora, Manzila Khabibova, Margubakhan Eshnazarova, Mehdi Hamidkhani, Mehrangiz Hojiyeva, Mukaddas Akhmedova, Mukhayyo Kambarova, Mukul Kulshrestha, Muyassar Inomova, Muyassar Akhmedova, N. Geetha, Nagendra Harish Jamithireddy, Nahla B. Abdel- Hamid, Naren Swamy Jamithireddy, Nargiza Burieva, Nargiza Mannapova, Nasiba Bayturaeva, Nasseer K. Bachache, Nasser Mikaeilvand, Navbakhor Iskandarova, Nayira Ibragimova, Neeraj Tiwari, Nilufar Rajabova, Nodir Karimov, Nodira Makhkamova, Oybek Rakhimov, Ozodbek Nematov, P. Mathushri, P. Sai Sampath Kumar, P. Santhosh Kumar, P. Sesi Kiran, P. Suresh, Petar Praštalo, Premalatha Karupiah, R. Arshiya, R. Deeptha, R. Priyadharshini, R. Ramya, R. Sujeetha, Rajeswari Mukesh, Rufat Karimov, Rukiya Ashurbayeva, S. Harini, S. Keerthi Raj, S. Yusuf Shafiq Raja, S.V. Ramanathan, Sadokat Abidova, Safaa M. Almudhafar, Sajjad H. Hasan, Sajjad Jahanbakhsh Gudakahriz, Sarmad Jawad, Sayyora Davidova, Shahzod Rakhmonov, Shakhnoza Khujamberdieva, Sherjon Sherjonov, Sherzod Djabbarov, Sherzod Rakhimov, Sivasangari Ayyappan, Srikanth Reddy Keshireddy, Thanh Trang Tran, Tushar Golait, Ulugbek Eshkuvvatov, Umidbek Abdalov, Uzokova Shakhnoza, V. Shenbaga Priya, V. Ramya, V. Sahaya Sakila, V. Shanthi, Vahid Mokhtari, Van Dung Nguyen, Vasantha Lakshmi, Viet Thang Le, Zafar Khasanov, Zahraa Ahmed Al-Mammori, Zainab A Alzarfi, Zulfizar Yakhshieva, Zumrad Kasimova,

Published: September 2025

Contents

September 2025 Original scientific article
A NOVEL FRAMEWORK FOR ENHANCING DATA COLLECTION MACRO- STRATEGIES IN HETEROGENEOUS IOT NETWORKS USING ADVANCED MATHEMATICAL MODELING

The explosive growth of Internet of Things (IoT) devices has generated considerable data in diverse networks. This poses serious challenges in collecting timely information and managing frequency resources optimally. In particular, unauthorized access, measurement constraints, and variable channel conditions cause interference, performance degradat...

By ABDOLRASHID REZVANI, ABBAS MIRZAEI, NASSER MIKAEILVAND, BABAK NOURI-MOGHADDAM, SAJJAD JAHANBAKHSH GUDAKAHRIZ

September 2025 Original scientific article
GA-PSO-MIN: A HYBRID HEURISTIC ALGORITHM FOR MULTI-OBJECTIVE JOB SCHEDULING IN CLOUD COMPUTING

Due to the variable resource availability and diverse user needs, efficient task scheduling in cloud computing has become increasingly important. This study introduces GA-PSO-Min, a novel approach that synergistically combines genetic algorithms (GA), particle swarm optimization (PSO), and Min-Min strategy to improve scheduling efficiency in cloud ...

By VAHID MOKHTARI, NASSER MIKAEILVAND, ABBAS MIRZAEI, BABAK NOURI-MOGHADDAM, SAJJAD JAHANBAKHSH GUDAKAHRIZ

September 2025 Original scientific article
HOMOGENEITY URBAN CELLULAR AUTOMATA MODEL – FROM REGENERATIVE TO SUSTAINABLE CITIES

Careful control of the structural makeup of urban places is necessary to maintain their distinctive character while advancing sustainability. A successful approach to this problem is striking a balance between homogeneity and variability in order to provide an urban landscape that is both coherent and dynamic. In the past, homogeneity—which i...

By ISRAA AL-JANABI, SARMAD JAWAD, ZAHRAA AHMED AL-MAMMORI, FATIN. H ALAARAJI, DOAA HAZIM AZIZ, GHADEER H ABBAS

September 2025 Original scientific article
IOT POWERED SMART CRADLE FOR INFANT CARE AND VACCINATION MONITORING SYSTEM

As healthcare technology advances, there is growing enthusiasm for the Internet of Things (IoT), particularly in the era of baby health. To monitor and enhance baby health through ongoing data gathering efforts and health management features, this article presents a smart crib which integrates with Internet of Things technology. The temperature, mo...

By SIVASANGARI AYYAPPAN

September 2025 Original scientific article
ENVIRONMENTAL ANALYSIS OF A LOW-COST SOLAR STOVE USING RECYCLED MATERIALS: A CLEAN ENERGY INNOVATION FOR HOT ARID REGIONS

Providing clean and affordable energy for domestic use remains a persistent challenge in hot and arid regions, particularly in off-grid communities. This study presents a geo-environmental analysis of an innovative low-cost solar stove designed using recycled aluminum heat exchangers and copper tubing, pressurized with air to enhance thermal conduc...

By ZAINAB A ALZARFI, SAFAA M. ALMUDHAFAR, ISRAA JAFAR, JAMEEL AL-NAFFAKH, BASIM ALMAYAHI

September 2025 Original scientific article
EVALUATING THE EFFECT OF PARTICIPATORY URBAN PLANNING ON COMMUNITY WELL-BEING AND QUALITY OF LIFE

This study aimed to evaluate the impact of participatory urban planning on community well-being and quality of life. Urban planning is done to transform urban areas into sustainable cities with adequate open spaces and many features of smart cities. To achieve successful urban planning, active and involved participation of the stakeholders is neces...

By AMMAR A NAJI

September 2025 Original scientific article
MAPPING MENTAL HEALTH LITERACY ACROSS VARIED PROFESSIONS AND ITS FAR-REACHING IMPLICATIONS

Background Mental health is regarded as the core component of a person's health. India has a burden of 2442 disability-adjusted life years per 100,000 population imputable to mental health disorders, according to the WHO. The age-standardized suicide rate is 21.1 per 100,000 population. The estimated economic cost of mental dis...

By FARIDA VIRANI, G. AMUTHA, M. KOTTEESWARAN, R. PRIYADHARSHINI, A. NARMADHA, B. KALAIYARASAN, ARUN RAAZA

September 2025 Review paper
A COMPARATIVE STUDY OF ADVANCED CONTROL STRATEGIES FOR INTERLINK CONVERTERS IN HYBRID RENEWABLE ENERGY MICROGRIDS

This paper derives a novel direct model predictive based power controller (DMPPC) for renewable energy systems (RES) to address voltage fluctuations caused by varying power demands and renewable source outputs. This method utilizes the bi-directional DC-DC converter in the Battery Energy Storage (BES) System to level the renewable energy output, al...

By P. SAI SAMPATH KUMAR, P. SURESH, D. LENINE

September 2025 Original scientific article
AREA-AWARE ADAPTIVE IMAGE COMPRESSION USING DUAL- BACKGROUND CLASSIFICATION FOR OPTIMIZED DATA PRESERVATION AND QUALITY ENHANCEMENT

In the current era of data-intensive applications, including OTT services, IoT, and autonomous systems, efficient image compression is indispensable in order to minimize bandwidth consumption while preserving visual quality. Conventional compression techniques frequently fail to satisfactorily balance compression ratios and the preservation of crit...

By K. SUBBA REDDY, R. ARSHIYA

September 2025 Original scientific article
AN APPROACH TOWARDS DIABETIC RETINOPATHY DETECTION AND ANALYSIS THROUGH COGNITIVE COMPUTING

Diabetes is a common chronic condition that significantly impacts patients' daily lives. Although it cannot be cured, if left unmanaged, diabetes can progressively damage vital organs. Without early and appropriate care, it may lead to multiple adverse effects. To ensure proper care, diabetic individuals typically require regular visits to healthca...

By B. SARATHA, M S RADHIKA, V. SHENBAGA PRIYA

September 2025 Original scientific article
MEMS-ENABLED VIBRATION MONITORING AND DIAGNOSTIC EVALUATION FOR LONG-TERM HEALTH ASSESSMENT OF SWARNAMUKHI AND BHAKTA KANNAPPA SETHU BRIDGES IN SRIKALAHASTI

This study presents a year-long vibration-based structural health monitoring (SHM) of the Swarnamukhi River Bridge and Bhakta Kannappa Sethu Bridge using a MEMS accelerometer integrated with a low-cost microcontroller system. The monthly dynamic response parameters of acceleration, displacement, frequency, and velocity were monitored from June 2024...

By K. ASHA LATHA, K. NARASIMHULU

September 2025 Original scientific article
CYBERCRIME VULNERABILITY AMONG OLDER ADULTS IN MALAYSIA IN THE CONTEXT OF DIGITAL DECEPTION

This study explores the growing phenomenon of cybercrime targeting older adult individuals in Malaysia, a demographic increasingly susceptible due to factors such as limited digital literacy, social isolation, and perceived financial stability. Drawing upon Routine Activity Theory and Social Engineering Theory, the research investigates the situati...

By KIAN-LAM TAN, JAYAESWARI SANGARALINGAM, LAU PEI MEY, PREMALATHA KARUPIAH, CHEN-KIM LIM

October 2025 Original scientific article
POSSIBILITIES FOR MEASURING SMALL DISCHARGES USING A SIMPLE WEIR CONSTRUCTION

Measuring small flow rates often requires expensive equipment and is associated with inherent limitations. In practice, various measuring structures, such as weirs, are commonly constructed at specific locations to facilitate flow measurements. This paper proposes an innovative and low-cost measurement structure made from sewer pipes, incorporating...

By PETAR PRAŠTALO, ANICA MILANOVIĆ

October 2025 Original scientific article
METAHEURISTIC-DRIVEN HYPERPARAMETER OPTIMIZATION FOR BERT IN SENTIMENT ANALYSIS

Sentiment analysis has come out as an important activity in natural language processing (NLP) applications whose data analysis is in high demand at present in the modern world. The BERT (Bidirectional Encoder Representations from Transformers) algorithm has proved to be extremely efficient when it comes to sentiment analysis tasks, and its potentia...

By ALAA A. EL-DEMERDASH, NAHLA B. ABDEL- HAMID, AMIRA Y. HAIKAL

October 2025 Original scientific article
THE IMPACT OF POLICY INTERVENTIONS ON WUA EFFICIENCY IN BUNDELKHAND: A DEA EVALUATION

Water efficiency in agriculture is a crucial measure of how effectively farmers use their most vital resource. In practical terms, it reveals how much applied water actually nourishes crops versus being lost to evaporation or runoff. In the Bundelkhand region of Uttar Pradesh, India, where water is incredibly scarce, making every drop count is cruc...

By AAKANKSHA RAWAT, MUKUL KULSHRESTHA

October 2025 Original scientific article
NONLINEAR STATIC ANALYSIS OF RCC SPACE FRAME ON SLOPING GROUNDS INCORPORATING SSI

This paper presents a comprehensive investigation into the seismic performance of a G+5 reinforced concrete spaceframe subjected to pushover analysis. The analysis incorporates the critical influence of soil-structure interaction on varying slope inclinations. A nonlinear static pushover method is utilized to examine the lateral loading streng...

By TUSHAR GOLAIT, NEERAJ TIWARI, MANJEET SINGH HORA

October 2025 Review paper
EVALUATING THE EFFECTIVENESS OF PREDICTION TECHNIQUES FOR CYBERATTACKS: A COMPREHESIVE TAXONOMY

The rising threat of cyberattacks in today's society emphasizes the urgent need for improved methods to both detect and prevent these incidents. This paper focuses on assessing the effectiveness of various techniques for predicting cyberattacks. The DTCF taxonomy was proposed for predicting these attacks, considering datasets, techniques, challenge...

By AZHAR F. AL-ZUBIDI, ALAA KADHIM FARHAN, ABEER ALSADOON

October 2025 Original scientific article
PYTHON-DRIVEN ADAPTIVE TESTING ALGORITHMS FOR PERSONALIZED ASSESSMENT IN E-LEARNING PLATFORMS

The recent advancement in e-learning systems has highlighted the need for more tailored and effective methods of assessment. The e-learning system has become increasingly common in society; however, it comes with its own unique challenges. This study explores the development of an adaptive testing framework implemented in Python, utilizing algorith...

By ANKITA SAPPA

October 2025 Review paper
RETRIEVAL- AUGMENTED GENERATION TECHNIQUES IN ORACLE APEX IMPROVING CONTEXTUAL RESPONSES IN AI ASSISTANTS

The research focuses on incorporating Retrieval-Augmented Generation (RAG) methods into Oracle APEX to enhance the context, semantics, and accurateness of responses given by AI assistants in enterprise applications. We developed a fully integrated, low-latency RAG system tailored for Oracle’s low-code framework by embedding dense semantic sea...

By SRIKANTH REDDY KESHIREDDY

October 2025 Original scientific article
AUTOMATED ESSAY EVALUATION SYSTEMS FOR SCIENTIFIC WRITING IN ENGINEERING EDUCATION

Despite the importance of scientific writing for engineering students, the technical discourse poses a significant challenge for learners. The promise of Automated Essay Evaluation (AEE) Systems to provide timely and reliable feedback has enabled greater development of writing instruction through expedited and automated support. This paper examines...

By IZZATBEK REJAPOV, ABDURAHIM MANNONOV, GAVHARXON SAYDALIYEVA, GAYBULLAEV OTABEK, SHERZOD DJABBAROV, DILNOZA ZIYOYEVA, ULUGBEK ESHKUVVATOV, NARGIZA MANNAPOVA

October 2025 Original scientific article
ROBOTIC PROCESS AUTOMATION IN SAP ERP: ENHANCING FINANCIAL TRANSACTION RECONCILIATION AND COMPLIANCE MONITORING

Within SAP ERP systems, large-scale enterprise environments grapple with financial transaction reconciliation along with compliance monitoring as some of the most intricate and error-prone processes. This research examines automating reconciliation processes augmented with real-time compliance monitoring through the integration of RPA into SAP S/4 ...

By NAGENDRA HARISH JAMITHIREDDY

October 2025 Original scientific article
LOW-COST REMOTELY-OPERATED VEHICLE NAVIGATION WITH GPS AND RF LORA INTEGRATION

In recent decades, remote-controlled vehicles (ROVs) have attracted significant attention because of their potential applications in healthcare, medicine, agriculture, and civilian information. In this article, we investigate the development of low-cost mobile robots equipped with a global positioning system (GPS). GPS-assisted robot is used to pro...

By HUU KHOA TRAN, VIET THANG LE, THANH TRANG TRAN, VAN DUNG NGUYEN

October 2025 Original scientific article
SERVERLESS DATABASES: FUTURE TRENDS IN CLOUD DATABASE MANAGEMENT AND COST OPTIMIZATION

The cloud data management infrastructure is being transformed by serverless databases because of their operational simplicity, usage-based pricing, and elastic scalability. However, their performance in real-world workloads analysis is still unexplored. This paper presents an in-depth analysis of serverless database systems using simulation-based b...

By HARSHA VARDHAN REDDY KAVULURI

October 2025 Review paper
FAKE SOCIAL MEDIA ACCOUNT AND DETECTION

Impersonation social media accounts have been a major issue, leading to disinformation, identity thefts, and cyber scams. Rule-based traditional techniques which have been employed for the identification of scam accounts have failed to work because they are unable to cope with the evolving fraud patterns. A machine learning-based Fake ID detection ...

By RAJESWARI MUKESH, R. DEEPTHA, G. RAJALAKSHMI, P. SANTHOSH KUMAR, S. YUSUF SHAFIQ RAJA, S. KEERTHI RAJ, G. MANOJ

October 2025 Original scientific article
Q-SAFE QUANTUM AI FOR REAL-TIME WOMEN & CHILD SAFETY

As incidents of gendered violence and child abuse increase, there is a need for intelligent, real-time safety systems that autonomously detect distress and initiate emergency action without user activation. Q-SAFE (Quantum AI for Real-Time Women & Child Safety) is an open-source, multi-modal mobile app, utilizing quantum-enhanced machine learni...

By N. GEETHA, K. JANANI, P. MATHUSHRI, S. HARINI, D. VASANTHA MALLIKA

October 2025 Review paper
ADVANCING INCLUSIVE EDUCATION FOR CHILDREN WITH SPEECH AND HEARING IMPAIRMENTS THROUGH AI-DRIVEN INTERACTIVE PLATFORM

Inclusive education aims to provide all children, irrespective of their capabilities, with equal opportunities to learn and participate meaningfully. For students who have speech and hearing disabilities, conventional classrooms often act as communication barriers which inhibit their participation and academic advancement. This study focuses on the...

By AKBARBEK ALLASHEV, MUYASSAR AKHMEDOVA, DIYORA KARIMOVA, SHAKHNOZA KHUJAMBERDIEVA, SAYYORA DAVIDOVA, NASIBA BAYTURAEVA, MANZILA KHABIBOVA, DILFUZA ABDULLAYEVA

October 2025 Original scientific article
A SCOPING STUDY ON ENERGY MANAGEMENT SYSTEM IN THE CITY OF HYDERABAD

India is one of the emerging economies attracting many industries for launching their business in its land. In the present scenario of global warming and in the light of environmental awareness, it is an alarming issue. An important point to be observed and highlighted is regarding waste disposal and radiation produced by various industries. Indust...

By B. NEERAJA, B.V. JAYANTHI, B. SUCHITRA, CH. INDIRA PRIYADARSINI, VASANTHA LAKSHMI

October 2025 Review paper
AI INTEGRATED LANGUAGE LABS FOR TECHNICAL UNIVERSITIES AND THEIR IMPACT ON ENGLISH PROFICIENCY DEVELOPMENT

In the modern world of education, the use of Artificial Intelligence (AI) in language learning has caused a shift in approach, particularly in AI-enabled technical universities where learning the English language is critical for academic success and employment opportunities worldwide. This paper examines the concepts, design, and consequences of AI...

By AKBARBEK ALLASHEV, MUKADDAS AKHMEDOVA, DILNOZA ABDUVAKHABOVA, NAYIRA IBRAGIMOVA, ZULFIZAR YAKHSHIEVA, MUKHAYYO KAMBAROVA, MUYASSAR INOMOVA, MADINA KHOLOVA

October 2025 Review paper
THE USE OF 3D SCANNING AND GIS TOOLS FOR THE DIGITAL PRESERVATION OF CENTRAL ASIAN ARCHITECTURAL HERITAGE

The architectural landmarks of Central Asia are a stunning reminiscence of the cultural and historical amalgamation that took place over the Silk Road. The regions of Central Asia face an unparalleled risk of climate change, urban decay, and worse neglecting conservation attempts. New methodologies of preservation, driven by digital techniques, hav...

By NODIRA MAKHKAMOVA, KHAMDAM MATYAKUBOV, SHAHZOD RAKHMONOV, UZOKOVA SHAKHNOZA, MEHRANGIZ HOJIYEVA, SHERZOD RAKHIMOV, OYBEK RAKHIMOV

October 2025 Original scientific article
COMBINING TRANSFORMERS AND FUZZY CLUSTERING BASED ON FUZZY FUNCTIONS FOR OPTIMAL UAV LOCALIZATION IN 5G WIRELESS NETWORKS

This paper introduces a new way to use UAVs in the 5G wireless network, based on Fuzzy C-Means (FCM) clustering and Transformer architecture for improved coverage, less energy consumption, and better Quality of Service (QoS). The new method improves user grouping by incorporating fuzzy distance functions into the FCM algorithm and it further trains...

By SAJJAD H. HASAN, MEHDI HAMIDKHANI, NASSEER K. BACHACHE, KEYVAN MOHEBBI

October 2025 Original scientific article
IMPLEMENTATION OF LOW POWER MEMRISTOR CONTENT ADDRESSABLE MEMORY USING FINFET

The research environment is promptly looking at the extensive development of memristor devices in industrial applications. Future technology is eagerly waiting for the upcoming developments in memristor-based devices. Memristor regulates the current flow in devices and the amount of previously flowed charges, which are stored as memory in applicati...

By ANCY JOY, JINSA KURUVILLA

October 2025 Review paper
SMART MUSEUM TECHNOLOGIES AND THEIR ROLE IN PROMOTING TECHNICAL UNDERSTANDING OF INDUSTRIAL HISTORY

New smart museums, integrating technologies like augmented reality (AR), virtual reality (VR), interactive kiosks, Internet of Things (IoT) devices, and AI tools, mark a departure from treating industrial history as a passive archival medium. The incorporation of these technologies allows for a shift from passive learning to actively experiencing h...

By UMIDBEK ABDALOV, NILUFAR RAJABOVA, RUFAT KARIMOV, ZAFAR KHASANOV, RUKIYA ASHURBAYEVA, MAMLAKAT XONNAZAROVA, DILSHOD KHAMIDOV, DILFUZA ABDULLAYEVA

October 2025 Original scientific article
BATTERY MANAGEMENT SYSTEM FOR ELECTRIC VEHICLE USING ARTIFICIAL INTELLIGENCE AND IOT TECHNOLOGY

With the rapid advancement in electric vehicle (EV) technology, efficient battery management has become crucial for enhancing performance, safety, and longevity. This research integrates Internet of Things (IoT) and artificial intelligence (AI) technology to provide a revolutionary solution to battery management in electric vehicles. Our suggested ...

By R. RAMYA, V. RAMYA, J. JAGANPRADEEP, M. BALAMURUGAN, M. MURUGESAN

October 2025 Original scientific article
AN ADAPTIVE MPC FOR ALTERNATE ARM MODULAR MULTILEVEL CONVERTER PV TIED GRID CONNECTED HVDC TRANSMISSION NETWORK

The Modular Multilevel Converter (MMC) has emerged as the preferred architecture for integrating renewable energy power plants into the grid via undersea HVDC cables and HVDC overhead lines. However, to mitigate the significant power pulsations introduced by the single-phase AC–DC conversion in its arms, the MMC necessitates the use of large ...

By D. LENINE, P. SAI SAMPATH KUMAR, B. VENKATESH REDDY, K. JAGADEESH, P. SESI KIRAN, J. SURYA KUMARI

October 2025 Original scientific article
OPTIMISING FINANCIAL FORECASTING: THE POWER OF REDUCTION APPROACH

Given the complexity and multifaceted nature of the financial markets, effective aggregation of financial time series data underscores the optimization of predictive modeling in the finance industry. This research presents an innovative approach to clustering using auto encoders designed to distill informative representations out of S&P 500 fin...

By M. SRAVAN KUMAR REDDY, C. SUPRAJA

October 2025 Review paper
ECONOMIC ANALYSIS OF GREEN BUILDINGS CERTIFICATION SYSTEMS IN EMERGING ECONOMIES

The construction sector has embraced approaches toward sustainability by incorporating green certification frameworks such as IGBC, BREEAM, and LEED. However, the understanding of these systems poses a problem in terms of developing economies along with their economic feasibility within a cost-benefit analysis and ROI perspective over time. This st...

By SHERJON SHERJONOV, OZODBEK NEMATOV, GULCHEKHRA RAZZOKOVA, GAYBULLAEV OTABEK, MAFTUNAXON YAKUBJONOVA, DILAFRUZ KARSHIBOYEVA, KAMALA KODIROVA, DILFUZA ABDULLAYEVA

October 2025 Original scientific article
HIGH-SPEED HARDWARE EDGE DETECTION IMPLEMENTATION ON FPGA USING PIPELINED SOBEL AND CANNY ALGORITHMS

Edge detection is a critical image processing operation and is a core aspect of feature extraction as well as object identification. In this paper, we introduce an uncomplicated pipelined hardware architecture for Sobel edge detection and Canny edge detection on an FPGA for comparing their edge detection performance, on-chip power, and resource usa...

By ANCY JOY, JISHA JACOB, BASIL ROY

October 2025 Original scientific article
EFFECT OF WALL GEOMETRY AND RUBBER INCLUSION ON THE BLAST PERFORMANCE OF STRUCTURAL CONCRETE BARRIERS

This study presents an advanced nonlinear numerical analysis using ABAQUS to assess the blast resistance of curved rubber-reinforced concrete (RRC) barrier walls. Four types of concrete, normal concrete (NC), and rubberized concretes with 10%, 30%, and 50% rubber particle volume fractions (RC10, RC30, RC50) were modeled and evaluated under blast lo...

By ISLAM ALI MAHMOUD, ASHRAF A. A. BESHR, AHMED E. SEDAWY

October 2025 Original scientific article
A COMPREHENSIVE REVIEW OF CLASSIFICATION TECHNIQUES FOR ENDOMETRIOSIS DISEASE IDENTIFICATION

Medical disorders in women can often be the underlying cause of various symptoms and are frequently associated with anovulatory conditions, such as Endometriosis. The limitation of finding the specific diseases in image processing approach is complex structure tissue, early detection and treatment of these conditions are essential. To address these...

By J. JOSPHIN MARY, V. SHANTHI

October 2025 Original scientific article
IMPLEMENTING UIPATH IN SAP ERP FOR ACCOUNTS RECEIVABLE MANAGEMENT: STRATEGIES AND OUTCOMES

Accounts Receivable (AR) management is fundamental to the financial activities of an enterprise, as it impacts liquidity, working capital optimization, and exposure to credit risk. Also, while SAP ERP incorporates a basic shell for AR processes, it heavily depends on batch-driven systems, manual validation loops, and fragmented exception handling f...

By NAREN SWAMY JAMITHIREDDY

October 2025 Original scientific article
A BENCHMARK COMPARISON OF SIMPLE CNN, RESNET-50, AND EFFICIENTNET FOR IMAGE CLASSIFICATION

Terrain Type Identification is an essential aspect of environmental monitoring, urban planning, and resource management. This study discusses a comparative investigation of the effectiveness of three Convolutional Neural Network (CNN) architectures Simple CNN, ResNet-50, and the Enhanced Efficient CNN Model which is Efficient Net in training with t...

By V. SAHAYA SAKILA, R. SUJEETHA, S.V. RAMANATHAN, M. ADHITHYA RAJ, B. PHILIP REGIN

October 2025 Review paper
AI-POWERED RECONSTRUCTION OF HISTORICAL ENGINEERING MANUSCRIPTS USING OPTICAL CHARACTER RECOGNITION

Preserving and interpreting historical engineering documents aids in appreciating the nature of scientific reasoning as well as technological advances. Digitization and detailed analysis are highly challenging for many of such documents which are handwritten, eroded and in delicate conditions. This paper presents research on reconstruction of histo...

By NAVBAKHOR ISKANDAROVA, NARGIZA BURIEVA, ABDURAHIM MANNONOV, ADIL KARIEV, NODIR KARIMOV, ZUMRAD KASIMOVA, MARGUBAKHAN ESHNAZAROVA, SADOKAT ABIDOVA

October 2025 Original scientific article
AN EARLY DETECTION OF KAWASAKI DISEASE USING ENHANCED FEATURE SELECTION AND HYBRIDIZATION-BASED CLASSIFICATION APPROACH

Kawasaki disease (KD) is a disease that cause inflammation in blood vessels, impacting kids and causes heart and blood vessel damage. Patients with KD who have medium or big aneurysms, developing coronary dilatation for a minimum of 2 months, are related to the worst late coronary results, which are not widely researched. The primary goal...

By C. KAVITHA, A. SUBRAMANI

October 2025 Original scientific article
FEATURE SELECTION METHOD USING HYBRID SWARM WITH IMPROVED FUZZY C-MEANS CLUSTERING IN DATA MINING FOR DISEASE DETECTION

A crucial method for reducing the dimensionality issue in DM (Data Mining) tasks is FS (Feature Selection). Conventional techniques for FS do not scale well in vast spaces. The HPSO-IKM approach has a rather long processing time, so future studies will keep enhancing the technique's stages to reduce the duration of detection. PSO's poor local searc...

By M. BIRUNDHA RANI, DR.A. SUBRAMANI

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