Mohammed Liman Yerima, Isah Muhammad, Iliyasu Tanimu Suleiman |
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| Industry 5.0 and Sustainable Biocomposite Materials: A Brief Review of Human-Centric Technologies for Sustainable Manufacturing | ||||||
Industry 5.0 represents a paradigm shift in manufacturing that extends the digital and automation capabilities of Industry 4.0 by placing human-centricity, sustainability, and resilience at the core of industrial development. This review examines the emerging integration of Industry 5.0 technologies with sustainable biocomposite materials as a pathway towards environmentally responsible and resilient manufacturing. Particular attention is given to bio-based polymer matrices and natural-fibre reinforcements, including flax, hemp, jute, bamboo, wood-derived materials, and Sida acuta, which offer opportunities for renewable resource utilization............
Industry 5.0; sustainable biocomposites; natural fibres; circular economy; artificial intelligence; digital twins; additive manufacturing; sustainable manufacturing.
[1].
Alves, J., Lima, T. M. & Gaspar, P. D. Is Industry 5.0 a Human-Centred Approach? A Systematic Review. Processes 11, 193 (2023).
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Essien, Uduak Joseph, Etokakpan, Uduak Godwin, Akpan, Nsikak Uduak, Asuquo, Emem Mfon, Ibah, Nsikak Joseph |
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| A Random Forest-Based Machine Learning Framework for Radar Target Detection and Classification | ||||||
Reliable target detection and classification remain central challenges in modern radar signal processing, particularly as radar systems are increasingly required to distinguish between genuine targets, clutter, and small or low-radar-cross-section objects such as drones. Conventional detection approaches, including constant false alarm rate (CFAR) and threshold-based methods, are well established but can struggle in cluttered or low signal-to-noise-ratio environments where target and clutter statistics overlap........
Radar Target Detection; Machine Learning; Random Forest; Radar Signal Processing; Target Classification; CFAR.
[1].
Cao, Z., Fang, W., Song, Y., He, L., Song, C., & Xu, Z. (2022). DNN-based peak sequence classification CFAR detection algorithm for high-resolution FMCW radar. IEEE Transactions on Geoscience and Remote Sensing, 60, 1–15. https://doi.org/10.1109/TGRS.2021.3117068
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Prajwal V D, Dr. Swamy L N, Mr. Tammarguddi Mahmad Husen, Mrs. Surabhi M V, Dr. Sukruth Gowda M A |
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| Responsive Web Application for Children to Learn Sign Language | ||||||
In today's digital world, people expect web applications to be easy to use, accessible, and inclusive for everyone. But traditional text-based interfaces can be limiting especially for individuals with hearing, speech, or physical challenges making it harder for them to interact with technology. To bridge this gap, speech-based interaction has become a powerful tool, allowing users to communicate naturally through spoken language. This project builds a web-based Speech-to-Text (STT) and Text-to-Speech (TTS) system to bridge communication gaps...........
Sign Language, Interactive Learning, Speech-to-Text, Text-to-Speech, Web Application
[1].
D. Jurafsky and J. H. Martin, Speech and Language Processing, 3rd ed. Upper Saddle River, NJ, USA: Pearson, 2023.
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Le Dang Ha, Nguyen Truong Giang, Nguyen Anh Dung |
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| Adaptive Energy Management for an IoT-Enabled Solar Lighting and Monitoring Station | ||||||
Solar-powered lighting systems provide a sustainable solution for outdoor and off-grid applications; however, their operating time is strongly affected by variations in solar energy availability and inefficient lighting control. This study presents the design and experimental validation of an Internet of Things-enabled solar lighting and monitoring system incorporating an energy-aware adaptive dimming strategy. The proposed control strategy determines the LED pulse-width modulation level based on ambient illuminance, motion detection, and battery state of charge...........
solar lighting; adaptive dimming; energy management; Internet of Things; state of charge.
[1] F. Agramelal, M. Sadik, Y. Moubarak, and S. Abouzahir, "Smart Street Light Control: A Review on Methods, Innovations, and Extended Applications," Energies, vol. 16, no. 21, Art. no. 7415, 2023.
|
Liufan Chen |
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| An Examination of the Function of Customer Relationship Management in Organizational Advancement | ||||||
The rapid development of the digital economy has changed the market competition from product quality and price to perceived consumer value. Therefore, Customer Relationship Management (CRM) is a crucial tool for company growth. The article outlines the basic principles of CRM and the significant positive impacts, such as enhancing customer satisfaction, strengthening loyalty, improving marketing efficiency, and enabling data-driven decision making..........
......
[1]. Peppers D, Rogers M. Managing Customer Experience and Relationships: A Strategic Framework. 3rd ed. Hoboken: Wiley, 2016.
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Semina Hodžić |
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| Geo-Cultural Factors Shaping Traditional Residential Architecture in Eastern China: A Comparative Study of the Hui, Su, and Fujian Styles | ||||||
This research paper is dedicated to the traditional residential architecture of Eastern China and the geo-cultural factors that shaped it. The focus is on dwellings that emerged in similar climatic conditions but developed into different structures built from the same set of elements. China is one of the world's oldest civilizations, and the traditions carried across centuries have shaped construction and design as a response to regional conditions. The research covers six provinces, Jiangsu, Zhejiang, Anhui, Jiangxi, Fujian, and Shandong, and three architectural styles that left a mark on them: Hui, Su, and Fujian..........
....
[1]. Chazen Museum of Art. (n.d.). Suzhou gardens. Chazen Museum of Art. https://chazen.wisc.edu/collection/14507/spirit-wall/
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Israel Adeolu Oluwafemi, Uduyok Awajinwon Charles, Unyime Aniefiok Udoimok |
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| Comparative Review of Cathodic Protection Studies in Nigerian Soil and Marine Environments: Towards Defining Effective Voltage Ranges | ||||||
Corrosion of buried and submerged steel infrastructure is a critical challenge in Nigeria's oil, gas, and water industries, resulting in significant economic losses and environmental risks. Cathodic protection (CP) is widely adopted to mitigate corrosion, yet studies conducted in Nigerian environments—such as swampy soils, loamy soils, and saline seawater—report varying levels of effectiveness without defining a clear operational voltage range. This paper reviews and compares three notable CP studies: swampy soil environments (Ekott et al., 2013), buried steel pipelines in the Niger Delta (Ekott et al., 2014), and seawater..........
Cathodic protection, corrosion, pipeline integrity, corrosion monitoring, oil and gas.
[1].
Stern M., Geary A.L. 1957. Electrochemical polarization: I. A theoretical analysis of the shape of polarization curves. Journal of the Electrochemical Society, 104(1), 56–63. DOI: 10.1149/1.2428496.
|
Xiaoyu Xiao |
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| Century-Scale Unprecedented Global Transformations: The Collective Reconfiguration of the Global Order | ||||||
An era of significant worldwide transformation not witnessed in a hundred years brings a collective global reconfiguration across all nations. This study gives new insights into the global transformations. Observable phenomena including fluctuating petrol prices, diversified mobile phone brands, and frequent diplomatic exchanges among global leaders are not accidental events. But behind these statistics is the deep tendency of alteration of the planet..........
....
[1]
F. Zakaria, The Post-American World, New York: W. W. Norton & Company, 2008, pp. 12-45.
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Ajakaiye, Moses Saturday, Orie, Eze Kenneth, Okoroma, Prince Eze |
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| Capacitor Banks Assisted Load Flow in Power Systems using Shunt Compensation Method | ||||||
A robust and efficient power system, designed to meet demand, is worth relying on. A prototype power system compliant with IEEE standards was used in this study. To achieve the aim of this research, a power system consisting of nine 11 kV feeders was used to conduct load flow studies in the Electrical Transient Analyzer Program (ETAP) software with and without capacitor banks to determine the stability, transfer, and loading capability of the power system. Shunt compensation method was used to integrate capacitor banks to achieve more stable and efficient power transfer...........
Voltage limits, Load flow, Capacitor banks, Shunt compensation, Power system, Adaptive Newton-Raphson.
[1]
Adeniji, O. A., & Mbamaluikem, P. O. (2017). Voltage Stability Enhancement and Efficiency Improvement of Nigerian Transmission System Using Unified Power Flow Controller. American Journal of Engineering Research, 6(1), 37-43.
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Venkata Krishna Teja Kolli |
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| Privacy-Preserving Edge-RAG for Intelligent Web Applications: A Client-Side Context Governance Framework | ||||||
Intelligent web applications increasingly use retrieval-augmented generation to personalize answers, summarize user data and guide actions inside browser-based workflows. This design improves usefulness but creates privacy and governance concerns because session state, user preferences, documents and interaction history can be copied into remote model contexts without adequate minimization. This paper proposes a Privacy-Preserving Edge-RAG framework for intelligent web applications. The framework places a context classifier, local vector cache, policy-governed context budget and answer/action gate between.........
....
[1] P. Lewis et al., Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks, Advances in Neural Information Processing Systems, 2020.
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Şenol Çelik |
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| A Monte Carlo Study on the Estimation Accuracy of Beta Regression Models Across Different Sample Sizes | ||||||
Beta regression has become one of the most widely used statistical methods for modeling continuous response variables restricted to the interval (0,1). Although the maximum likelihood estimator is theoretically consistent and asymptotically efficient, its finite-sample performance under different sample sizes remains an important practical issue. This study evaluates the estimation performance of beta regression models using a comprehensive Monte Carlo simulation approach...........
Beta regression, Monte Carlo, model performance.
[1].
Abonazel, M. R., Algamal, Z. Y., Awwad, F. A., Taha, I. M. (2022). A new two-parameter estimator for beta regression model: method, simulation, and application. Frontiers in Applied Mathematics and Statistics, 7, 780322.https://doi.org/10.3389/fams.2021.780322
|
Elma Trkić |
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| Integrated Evaluation Criteria and Decision-Making Factors in Single-Family House Renovation and Adaptive Reuse: A Structured Literature Review | ||||||
Renovating and adapting existing single-family houses can reduce the environmental burden of the residential building stock, improve energy performance and strengthen resilience to a changing climate. In practice, however, decisions are often divided between energy upgrades, material choices, affordability and project delivery. This structured literature review examines the main criteria used to evaluate the renovation and adaptive reuse of single-family houses. It draws on 28 academic and institutional sources covering passive and active design measures, life-cycle assessment, low-carbon and circular.........
single-family house renovation; adaptive reuse; sustainable adaptation; construction management; life-cycle assessment; low-carbon materials; decision-making
[1].
M. V. Belmonte, C. Díaz-López, J. Gavilanes, and E. Millán, "Introducing passive strategies in the initial stage of the design to reduce the energy demand in single-family dwellings," Building and Environment, 2021, doi: 10.1016/j.buildenv.2021.107832.
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WANG Yingxin |
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| Innovative Research on the Value-Embedded Education Model of Higher Vocational Tourism Professional Groups Guided by Green Tourism | ||||||
Against the backdrop of the green transformation of the cultural and tourism industry, sustainable tourism requires talents to achieve coordinated development of professional competence, ecological literacy and professional values. Nevertheless, higher vocational tourism education is currently confronted with challenges such as vague objectives for green talent cultivation, superficial integration of values, and inadequate practical evaluation. Guided by the concept of green tourism and rooted in the fundamental task of fostering virtue through education, this paper defines the value-embedded education..........
Green Tourism; Higher Vocational Tourism Professional Groups; Value Embedding; Education Model
[1].
Ting Gong. Research on the Talent Cultivation Path of Industry-Education Integration in Tourism Higher Vocational Colleges under the "Dual Carbon" Strategy. Journal of Vocational and Technical Education, 2025 (02): 45-49.
|
Hana Kolić |
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| Psychological Influence of Colors in The Interior: Can Colors Achieve a Higher Quality of Living Space | ||||||
The global epidemic has led to an increase in remote working, resulting in 62% of people staying indoors, increasing the demand for interior design. The psychology of colors is vital in interior decoration as it impacts the well-being of the surroundings and the psychological condition of individuals. This essay deals with understanding the psychological properties of colors and explains their importance for the interior design of living space. Warm shades evoke liveliness, and cold shades evoke peace. Colors affect the overall atmosphere and evoke emotions, with warm shades creating comfort and cool shades relaxing. Designers can manipulate emotional responses and enhance the experience..........
color; interior design; living space.
[1]. Cheng, V., Yang, L. (2019). Color Design: Theories and Applications in Interior Design. Routledge. [2]. Friedmann, A.A., George, S., ( Dec 3, 2023). Interior design. Britannica. [3]. Itten, J. (1973). The art of color. The subjective experience and objective rationale of color. Wiley.
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Mamukuyomi Julie Bemigho, James, Cynthia Chiamaka |
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| Optimization of Acidic Pickling Wastewater Neutralization using Ca(OH)₂ and KOH Blending in Petroleum Production Facilities in the Niger Delta | ||||||
Water pollution in the petroleum industry is a rampant issue that is deadly to marine life, livestock and human welfare. The drilling, fracking and pickling of metal operations result in hazardous wastewater that demands robust wastewater treatment. The processing of acidic metal pickling effluents is an issue in operations. This investigation deals with a dual reagent neutralization experiment to treat our wastewater using a blend of Potassium Hydroxide (KOH) and Calcium Hydroxide (Ca(OH)2) at various ratios. Each mixture's stoichiometric efficiency, sludge quality and cost are compared...........
Pickling Waste; Neutralization; Petroleum Production; Sludge Optimization; Total Dissolved Solids; Total Titratable Acidity; Solubility Product Constant; Sludge Volume Index
[1].
Agrawal, A., Kumar, V. and Pandey, B. D. (2006). Remediation options for the treatment of electroplating and leather tanning effluent containing chromium — a review. Mineral Processing and Extractive Metallurgy Review, 27(2), 99–130.
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Zoran Milivojevic, Violeta Stojanovic, Dijana Kostic |
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| Polynomial Seventh-Order Two-Parameter Interpolation Kernel Optimization Using the Extended Slope Criterion | ||||||
This paper presents the optimization of a polynomial seventh-order two-parameter (2P) interpolation kernel using the Extended slope criterion, obtained by extending the Slope criterion with an additional slope-equality condition. The Slope criterion requires the slope of the time-domain characteristic of the 2P kernel at the interpolation node 𝑠=1 to be equal to the corresponding slope of the ideal 𝑠𝑖𝑛𝑐 kernel. Since this condition yields one equation with two unknown parameters, 𝛼 and 𝛽, an infinite number of solutions is obtained. The criterion is therefore extended by imposing an additional condition requiring equality of the slopes..........
Convolution; interpolation; polynomial kernel; Amplitude characteristics; slope criterion.
[1].
A. Kazuyuki, K. Shoichi and S. Hiroshi. Spatial active noise control based on individual kernel interpolation of primary and secondary sound fields. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022, 1056–1060.
|
Xueer Yang |
||||||
| An Analysis of the Motivations for Impulsive Buying in Live-Streamed Online Retail | ||||||
Driven by digital e-commerce and nationwide mobile internet development, live-stream retail has become a dominant online shopping channel with huge transaction volume. As an interactive real-time retail format that distinguishes itself from static traditional online stores, it reconstructs the whole consumption decision chain of ordinary consumers and reshapes the boundary between entertainment and commodity trading in digital scenarios. Supported by real-time two-way audience interaction, immersive multi-angle product demonstration, exclusive live-only discounts and lively broadcast atmosphere..........
e-commerce marketing; consumer behavior; impulsive consumption; live-stream e-commerce
[1].
Chen, L. 2024. Research on Consumers' Impulsive Consumption Behavior in Live-Streaming E-commerce. E-Business.
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ALIKORNWO, T.A., Dagde, K.K, Chie-Amadi |
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| Simulation of Industrial Effluent Handling Unit using Geothermal Designs: A Case Study of Indorama Petrochemicals Ltd | ||||||
This research presents a comprehensive design, simulation, and validation of a geothermal groundwater heating and cooling system developed specifically for industrial effluent thermal management at Indorama Eleme Fertilizer and Chemical Limited, located in Rivers State, Nigeria. The study responds to the increasing demand for sustainable thermal energy solutions within industrial settings, particularly in emerging economies where fossil-fuel-based technologies remain prevalent and continue to exacerbate greenhouse gas emissions. A prototype geothermal system was conceptualized, consisting of a groundwater-based geothermal heat pump..........
Geothermal Energy; Geothermal Groundwater Heat Pump; Industrial Effluent Management; Aspen HYSYS Simulation; Thermodynamic Analysis; Shell-and-Tube Heat Exchanger; Energy Efficiency.
[1].
Ahmadi, M.H., Mehrpooya, M., & Pourfayaz, F. (2016). Exergoeconomic analysis and multi objective optimization of performance of a Carbon dioxide power cycle driven by geothermal energy with liquefied natural gas as its heat sink, Energy Conversion and Management, 119, 422–434.
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ALIKORNWO, T.A, Kikile Masomese, Futughe Toju, Paul Uduoghoyo, Miko Haruna, Mfonobong Amadi |
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| Artificial Intelligence, Machine Learning, And Data-Driven Methods in Chemical Engineering Education | ||||||
Chemical engineering education is being transformed by artificial intelligence (AI), machine learning (ML), and data-driven methods as process industries increasingly adopt digital technologies such as industrial internet of things (IIoT), digital twins, advanced process monitoring, and computational modelling. This paper examines the integration of these technologies into chemical engineering education, with emphasis on curriculum development, process simulation, laboratory practice, process systems engineering, and research-oriented skill development...........
Artificial intelligence; machine learning; chemical engineering education; data-driven modelling; process simulation; digital twins; process optimization; generative AI.
[1].
Cunningham, E., Kings, I., Robbins, P., & Keith, M. (2026). Integrating generative artificial intelligence into chemical engineering education: Staff and student perspectives. Education for Chemical Engineers, 100503.
|
Ram Kripal |
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| Mn2+ doped Single Crystals of Cd K2 (SO4)2 · 6H2O: Spectroscopic and Local Structure Studies | ||||||
The splitting parameters of zero field of the Mn2+ doped Cd K2 (SO4)2.6H2O (CKS) single crystals are computed utilizing the superposition model. The estimated parameters agree well with those obtained from EPR. The conclusion of experiment that the Cd2+ site is replaced by the Mn2+ ion in CKS is confirmed by theoretical study. The crystal's optical spectra are obtained employing crystal field parameters obtained from the superposition model and crystal field analysis program. A fair correspondence is found with the experimental band positions. Thus, the experimental observations are verified by the theoretical calculations.
Inorganic compounds, Electron paramagnetic resonance, Zero field splitting, Single crystal, Crystal fields, Superposition model.
[1].
M. Fidan, H. Icbudak, R. Tapramaz, Y. Sahin, Thermal and EPR spectroscopic studies of novel coordination compound trans-bis(acesulfamato)tetraaquazinc(II) with Mn(II) impurity, Spectrochim. Acta Part A Mol. Biomol. Spectrosc. 79 (2011) 17–20.
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Wafrotun, Achmad Syarifudin |
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| Local Scour with Varying Discharge Around Bridge Piers | ||||||
This study was conducted to determine the magnitude of local scour around bridge piers under various flow discharge conditions using a scaled model, and to establish the correlation between flow discharge and the resulting scour magnitude.
The equipment used in this experiment included a pump, a scour depth measuring device, a camera, and a measuring tape, while the materials consisted of river sand passing through a No. 10 sieve to form the riverbed and a concrete bridge pier model.....
Physical model, flow capasity,local scouring, sediment transport
[1].
Achmad Syarifudin, 2017, The influence of Musi River Sedimentation on the Aquatic Environment, DOI: 10.1051/matecconf/201710104026, MATEC Web Conf, 101, 04026, [published online 09 March 2017]
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Herwan Setiawan, Achmad Syarifudin |
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| Simulation Model of the Arafuru Retention Pond Flap Gate with Various Discharge Variations | ||||||
This researchaims to analyze the design flood discharge (Qp) for different return periods based on rainfall intensity and to evaluate flow characteristics using the Froude number (Fr) under various flap gate opening scenarios. Hydrological analysis was conducted using maximum rainfall data from the BMKG Kenten Station for the 2004–2023 period. Frequency analysis employed the Normal, Log-Normal, Log Pearson Type III, and Gumbel probability distributions, with goodness-of-fit evaluated using the Chi-Square and Smirnov-Kolmogorov tests. Design flood discharges were calculated for......
urban flooding, retention basin, design flood discharge, Froude number, flap gate, hydraulics.
[1].
Achmad Syarifudin. (2018). Applied Hydrology. Andi Publisher, Yogyakarta, p. 45–48.
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Mirwani Hifzi, Achmad Syarifudin |
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| Channel Hydraulics Simulation on a Fixed Weir Model | ||||||
This study aims to analyze the hydraulic flow parameters influencing the stability of a fixed weir model and to determine the scour depth occurring around the weir based on variations in model scale, water level, and flow discharge. The research was conducted at the Hydraulics and River Laboratory of Bina Darma University using a channel model measuring 6 m in length, 0.5 m in width, and 0.40 m in height. The channel bed consisted of sand with specific gradation characteristics, and experiments were performed using various flow discharges via a calibrated water circulation system. ........
Channel hydraulic, river model, local scour, erosion and sedimentation
[1].
Achmad Syarifudin, 2017, The influence of Musi River Sedimentation on the Aquatic Environment, DOI: 10.1051/matecconf/201710104026, MATEC Web Conf, 101, 04026, [published online 09 March 2017]
|
Afirly, Achmad Syarifudin |
||||||
| Analysis of Water Level Changes in the Kelekar River Using the HEC-RAS Program | ||||||
This study aims to analyze the magnitude of water level changes along a 750-meter stretch of the Kelekar River—including the section at the TanjungSenai box culvert bridge—using HEC-RAS software (Version 4.1.0). A flow rate of Q25 = 34.047 m³/s was used as the input boundary condition, based on a 25-year flood return period for the Kelekar watershed.
The results indicate that the longitudinal profile of the Kelekar River experiences overtopping between Station 0+00 and Station +742.02, with a simulated average water level of 3.00 meters.....
Kelekar river, HEC-RAS Program, Water level, Overtopping
[1].
Arsyad, K. M., 2017, Modul 4 Pelatihan Pendayagunaan Sumber Daya Air, Pelatihan Dasar Teknis Bidang SDA, Balai Pendidikan dan Penelitian SDA dan Konstruksi Kemen-PUPR
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Anton Paraladi, Achmad Syarifudin |
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| Effect of Permeable Groins on Scour at River Bends | ||||||
This research aims to determine the influence of flow hydraulic parameters on the magnitude of scour occurring at permeable spur dike structures in river bends and to determine the magnitude of scour occurring at permeable spur dike structures in river bends.
A rectangular channel measuring 50 cm in width and 50 cm in height, with a 90° bend, constructed of brickwork that is plastered and painted.Four discharge variations of 1.05×10⁻⁴, 1.1167×10⁻⁴, 1.2167×10⁻⁴, and 1.6167×10⁻⁴ m³/s were applied to evaluate hydraulic characteristics and scour development......
Permeable groin, flow hydraulics, discharge, subcritical flow, erosion
[1].
Achmad Syarifudin, 2017, The influence of Musi River Sedimentation on the Aquatic Environment, DOI: 10.1051/matecconf/201710104026, MATEC Web Conf, 101, 04026, [published online 09 March 2017]
|
Thandava Krishna Sai Pandraju, G. Lavanya, A. Navya Sree, M. Sheeba, B. Ram Babu, G. Sri Harsha |
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| Smart Resume Screening and Recommendation with BERT-Based Machine Learning | ||||||
Applicant Tracking Systems (ATS) eliminate many job applications due to poor resume organization, poor key word matching, and poor fit to indus-try specifications. To overcome this problem, the current research will present an AI-Based ATS Resume Analyzer and Career Assistance System to help improve the employability and career readiness of students and job seekers. The suggested system is based on the usage of the Artificial Intelligence (AI) and Natural Lan-guage Processing (NLP) to conduct intelligent resume analysis through the com-parison of candidate resume with the target.....
Applicant Tracking System (ATS), Semantic Similarity Analysis, Natural Language Processing, Resume Parsing, Artificial Intelligence, Career Recommendation System, Employability Enhancement
[1].
Fadzir, M.A.I.M., Hashim, S.: SmartResume: A resume parser application using natural language processing. Journal of Human Centered Technology 5(1), 15–20 (2026)
|
Almin Novalić |
||||||
| What are the most effective risk management strategies for mitigating delays in large construction projects? | ||||||
In this research paper the most effective risk management strategies for mitigating delays in large construction projects will be discussed. Delays in any construction projects, be it big or small, are a significant risk for investors, contractors and project managers. If the projects are not completed in the agreed time frame they bare different penalties, for contractors involved in these projects. Therefore, large construction companies invest a lot of time and money into research
...........
[1].
Abd Aziz, N., Mohd Rahim, F. A., & Aziz, N. M. (2022). DELAY mitigation strategies and the implication on the construction industry: A Systematic Literature Review. PLANNING MALAYSIA, 20. https://doi.org/10.21837/pm.v20i24.1199
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Kanwerjit, Gaurav Deep, Sumandeep Kaur |
||||||
| A Fine-Tuned Vision Transformer for Deepfake Image Detection | ||||||
The proliferation of algorithmically synthesized visual con-tent broadly labelled as deepfake poses a mounting threat to theintegrityofdigitalinformationecosystems. Despiterapid advancesingenerativemodelling.........
deepfake detection; Vision Transformer (ViT); synthetic image classification; binary image forensics; fine-tuning; generative adversarial networks; latent diffusion models; transfer learning; Hugging Face.
[1]
B. Chesney and D. Citron, "Deep fakes:A looming challenge forprivacy,democracy,andnationalsecurity,"Calif.LawRev.,vol.107,no. 6, pp. 1753–1820, 2019.
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Susreeti Sur, Rakesh Kumar Mandal, Debanil Chanda |
||||||
| Application of Artificial Intelligence Frameworks in Development of Medical Imaging Diagnosis Systems: A Comprehensive Review of Novel Methodologies, Clinical Validation, Performance Optimization, and Future Perspectives | ||||||
Artificial intelligence (AI) has revolutionized medical imaging with automated disease detection, image segmentation, diagnosis, prognosis prediction, and clinical decision support across various imaging modalities, such as X-ray, computed tomography (CT), magnetic resonance imaging (MRI), ultrasound, positron emission tomography (PET), retinal imaging, and digital pathology. Recent advances in deep learning, transformer architectures, multimodal learning and foundation models have significantly improved the diagnostic accuracy and reduced the reliance on handcrafted feature engineering. However, challenges like data heterogeneity, model interpretability, external validation, privacy preservation, computational efficiency, and regulatory compliance still hinder the widespread clinical implementation.........
Artificial Intelligence (AI); Medical Imaging; Deep Learning; Explainable Artificial Intelligence (XAI); Clinical Validation; Multimodal Learning; Performance Optimization; Foundation Models.of AI from experimental research to routine precision healthcare.
[1] Afaf E.G. Osman (2025). Deep learning for medical image analysis: a revolution in diagnostic medicine. https://doi.org/10.12732/ijam.v38i3s.201
|