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187 articles for “regularization methods”
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Identification of Accident Hot Spots at Different Roads of Midnapore Municipality Area: A Geoinformatic Approach
Abstract: Road traffic injuries (RTIs) are a huge public health and development problem, killing almost 1.2 million people a year and injuring or disabling almost 20 to 50 million or more. Both WHO and World Bank data show that without appropriate action these injuries will rise dramatically by the year 2020, particularly in rapidly-motorizing countries. The study identifies the volatile traffic areas where road accidents are almost regular events and assess …
Published in Journal of Geotechnical Engineering · Vol. 1, Issue 1, 2014 · pp. 20–38 Read article
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Comparison of Models of Machine Learning and Hyperparameter Optimization Methods on Various Datasets
Abstract: The most likely phase in achieving powerful and robust machine learning models is probably the hyperparameter tuning step. The traditional exhaustive methods of search (grid search and others) ensure that the search space is covered, but are computationally inexpensive; random search is less expensive and can still miss good regions; and lastly, the modern model-based and population-based methods (Bayesian optimization, tree-structured Parzen estimator (TPE), genetic algorithms) are thought to provide …
Published in Recent Trends in Programming languages · Vol. 13, Issue 1, 2026 · pp. 35–42 Read article
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A Review—A Gift that Counts: Charity Automation
Abstract: AbstractWe all like to go to shopping department shops and buy the first-class satisfactory branded clothes for ourselves; devour scrumptious food at the fine restaurants and stay an expensive life inside one’s personal difficult earned home. The three words are mere words and none of us might reflect on consideration on them in our busy day-to-day agenda. For us, food is to devour, garb is to wear and shelter is …
Published in Journal of Electronic Design Technology · Vol. 10, Issue 3, 2019 · pp. 1–7 Read article
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A Survey on Artificial Intelligence Techniques for Cybersecurity
Abstract: Abstract: In this digital world, cyber security expert faces a lot of adverse circumstances which supports to avoid rounds of security cracks and responds to the attacks. Artificial intelligence (AI) enables the technology that transforms our lives. In our homes, cars, and devices, it will make everything “smarter” and more efficient. Artificial intelligence is used by specialists as a power to undertake through cyber-assaults. Presently, safety manager uses this technology …
Published in Current Trends in Information Technology · Vol. 9, Issue 3, 2019 · pp. 5–13 Read article
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Breast Cancer and Enhancement through Multimedia Instruction
Abstract: The health belief model served as the foundation for the study to determine the factors that most affect women's decisions to receive a breast cancer screening that examined how study participants changed after receiving a multimedia health education intervention. After that, we could create a plan to advance women's rights for the upcoming breast cancer mammograms. Following the multimedia health education intervention, the experimental group demonstrated significantly higher scores in …
Published in Research and Reviews: Journal of Oncology and Hematology · Vol. 14, Issue 1, 2025 · pp. 35–39 Read article
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A Study on Privacy Preserving Techniques in Data Mining
Abstract: Data Mining (DM) is the technique of examining data from specific summarizing and perspectives the outcome as useful information. It has been describing as "the non-trivial procedure of new, potentially helpful and ultimately conceivable patterns and identifying valid in data". The word “Knowledge” in KDD submits to the discovery of example which is removing since the processed data. Preserving privacy is becoming a key apprehension as personal data is publicly …
Published in Journal of Operating Systems Development & Trends · Vol. 5, Issue 2, 2018 · pp. 18–23 Read article
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Advanced Anomaly Detection in Cloud Infrastructures Using Deep Learning Algorithms
Abstract: It is critical to guarantee the stability and security of cloud environments as cloud computing is becoming the backbone of contemporary IT infrastructures. Neglecting to quickly identify and resolve anomalies, which might point to security breaches, performance problems, or system breakdowns, can lead to disastrous outcomes. The increasing size and complexity of cloud infrastructures are challenging the effectiveness of traditional anomaly detection methods. These approaches often depend on rule-based systems …
Published in Journal of Computer Technology & Applications · Vol. 16, Issue 1, 2025 · pp. 1–11 Read article
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Benign ProstaticHyperplasia–EnhancementinPrevalence,EtiologyandManagement
Abstract: The goal is to learn more about the prevalence, etiology, treatment, and complications of benign prostatic hyperplasia. This is a 6-month retrospective study that covers people who have been diagnosed with BPH. The prevalence, etiology, management, and consequences of benign prostatic hyperplasia were investigated. By recognizing lower urinary tract symptoms and identifying an enlarged prostate, men can receive early treatment and limit the effects of benign prostatic hyperplasia. Benign prostatic …
Published in Research and Reviews: A Journal of Medicine · Vol. 11, Issue 3, 2021 · pp. 1–11 Read article
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Genetic Algorithms Molecular Effect Model Optimization for High-temperature Superconductors Tin and Thallium Classes
Abstract: Genetic algorithms software was applied in 3D Graphical and Interior Optimization methods for two high-temperature Superconductors (HTSCs) classes. Namely, Tin (Sn) class with (TC>0°), and Thallium (Tl) one subject to (TC˂0°, TC>0°) in Molecular Effect Model (MEM). Results include mathematical Tikhonov Regularization Functionals algorithms for this group of HTSCs without using logarithmic changes. Results also show the contrasts between these two classes for Molecular Effect Model (MEM) hypothesis. Solutions show …
Published in Recent Trends in Programming languages · Vol. 9, Issue 3, 2022 · pp. 1–16 Read article
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Modulation of Receptor Proteins: A Recent Paradigm in Drug Discovery and Target
Abstract: The main aim in drug discovery is to design different ligands those work on specific drug targets. However, various effective drugs work through the modulation of many proteins than single target. Advancement in system biology are establishing a phenotypic strength and a network structure, which suggests that, the excellent selective compounds may be performed less than desired clinical efficacy in comparison to multi-target drugs. In this new appreciation of the …
Published in Research & Reviews: A Journal of Drug Design & Discovery · Vol. 5, Issue 1, 2018 · pp. 14–24 Read article
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Comparative Study of Seismic Performance of Conventional Tube Structures and Diagrid Structure
Abstract: AbstractConstruction of tall building is rapidly increasing throughout the world. Advances in construction technology, structural systems, analysis and design software facilitated the growth of the buildings. Recently, the diagrid structural system has been widely used for tall buildings due to the structural efficiency and aesthetic potential provided by the unique geometric configuration of the system. The “diagrid” is a combination of the two words i.e. diagonal and grid which form …
Published in Journal of Structural Engineering and Management · Vol. 5, Issue 1, 2018 · pp. 32–38 Read article
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A Literature Review on Prevalence of Plantar Fasciitis in Dancers
Abstract: Background: Dance is a form of unique art and a form of physical activity. Dancers are highly susceptible to various musculoskeletal disorders due to the physical demands placed on their bodies and the repetitive nature of their movements which require interaction with medical professionals frequently. Any form of dance, be it classical ballet, contemporary, sport or folk dance, implies systematic physical activity which may lead to dance-related injuries. Professional dancers …
Published in Research and Reviews: A Journal of Health Professions · Vol. 13, Issue 1, 2023 · pp. 69–74 Read article
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A Comprehensive Energy Audit for Energy Efficiency Improvement in Commercial Building in Bangladesh
Abstract: As a developing country, Bangladesh is developing rapidly due to the increase in industry and technology. However, the country has been facing an energy crisis for many years to meet growing demand. Gradually, the gap between energy supply and demand is getting bigger and bigger. An effective way to close the gap is to conduct regular energy audits of all departments to help identify losses and wastes and provide room …
Published in Journal of Alternate Energy Sources & Technologies · Vol. 12, Issue 2, 2021 · pp. 12–40 Read article
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Strategies to Avoid Illegal Data Access
Abstract: For companies of all sizes, data security is a top priority. The chance of unauthorized data access increases as technology develops. To prevent unwanted access to their data, businesses must be proactive. This study examines technology solutions, personnel training, and policy enforcement as methods to prevent unauthorized data access. Data may be protected from illegal access using technological solutions like firewalls, intrusion detection systems, and encryption. Intrusion detection systems notify …
Published in Journal of Communication Engineering & Systems · Vol. 12, Issue 3, 2022 · pp. 29–40 Read article
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Efficient PCB Fault Detection System using Deep Learning and Image Processing
Abstract: Printed Circuit Boards (PCBs) are essential parts that support the operation of electronic equipment in a variety of sectors. Nevertheless, difficulties that manufacturers regularly face during the PCB manufacturing process lead to defective devices. However, current inspection processes occur after etching, wasting a lot of material and rendering defective PCBs unusable. This study discusses relevant practical difficulties and offers a method for identifying errors in real PCB images using Matlab …
Published in Journal of Nuclear Engineering & Technology · Vol. 13, Issue 3, 2023 · pp. 1–5 Read article
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Effectiveness of Fluoride Gel Application in Prevention of Dental Caries and Its Sensitivity in Post-radiation of Head and Neck Cancer Patient
Abstract: Aim and objectives; Effectiveness of fluoride gel application on inhibition of dental caries and sensitivity in pre and post radiation (RT) of Head and Neck Cancer patients. Materials and method; Total number of 500 patients were recorded for period of 2 years who had undergone fluoride therapy pre RT and post RT. Fluoride gel has been applied after every 6 months. Patients who had come for regular follow up after …
Published in Research and Reviews: Journal of Oncology and Hematology · Vol. 12, Issue 1, 2023 · pp. 21–24 Read article
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Design Simulation and Assessment of Image De-noising through Improved Median Filters Based Sub band Decomposition
Abstract: The quality of an image sequence can degrade due to a number of causes, such as noise in the recording, transmission, or scanning. Additionally to enhancing the visual appeal, filtering offers the advantage of facilitating subsequent image processing tasks like coding, interpretation, or analysis. While attempting to restore a perfect image from a faulty copy, noise reduction is a top concern. Because of this, there isn't a single strategy that …
Published in Journal of Microelectronics and Solid State Devices · Vol. 9, Issue 2, 2022 · pp. 9–21 Read article
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Monitoring and Forecasting in Construction Projects Using Time Buffer
Abstract: The key to project management is effective performance monitoring and forecasting. The existing methods using input- output cash flow, earned value, etc. do not differentiate between work done on the critical path and work done on non-critical paths. Such methods mask the real situation and mislead the project team because progress on one path often compensate for the delay in other. The paper proposes a more effective method to facilitate …
Published in Journal of Construction Engineering, Technology & Management · Vol. 6, Issue 2, 2016 · pp. 9–16 Read article
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Green Chemistry to Improve Our Lives
Abstract: One of the most fundamental and effective tools to use on the road to sustainability is green chemistry. The US Presidential Green Chemistry Challenge was introduced in 1995. In 1996, the International Union of Pure and Applied Chemistry established the working party on green chemistry. Following that, regular scientific conferences began to be held. In 1990, the Royal Society of Chemistry sponsored Journal of Clean Processes and Green Chemistry, the …
Published in Research & Reviews : Journal of Ecology · Vol. 11, Issue 2, 2022 · pp. 24–27 Read article
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Image Enhancement by Correction of Cllipped Pixels: An Exemplification
Abstract: Conventional images store an extremely constrained element scope of brightness. The genuine luma in the bright region of such pictures is regularly lost because of section. At the point when section changes the R, G, B shading ratios of a pixel, shading twisting likewise happens. In this paper, we propose an algorithm to improve both the luma and chroma of the clipping pixels. Our method is in view of the …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 3, Issue 1, 2016 · pp. 30–38 Read article