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731 articles for “extraction methods”
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Deep Learning Architectures for Predictive Modeling in Financial Time Series
Abstract: This study investigates the application of deep learning architectures, particularly convolutional neural networks (CNNs), to the challenging task of financial time series forecasting. Financial markets are inherently complex and influenced by a range of factors, making accurate prediction of price movements a difficult problem. In this research, historical financial data including stock prices, volumes, and other relevant indicators are used to train CNN models aimed at capturing the underlying patterns …
Published in Current Trends in Signal Processing · Vol. 15, Issue 3, 2025 · pp. 45–55 Read article
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Neuroinflammation Is Aggravated by the Aqueous Extract of Myrmecodia Platytyrea Tuber
Abstract: Myrmecodia platytyrea, commonly known as the ant plant, is a medicinal epiphyte traditionally used in Southeast Asia for its purported health benefits, including anti-inflammatory, antioxidant, antimicrobial, and anticancer activities. Its tuber contains abundant secondary metabolites, including flavonoids, tannins, phenolic compounds, and saponins. While these phytochemicals are generally associated with therapeutic effects, the biological activity of Myrmecodia extracts varies depending on the type of extract, dosage, and route of administration. In …
Published in International Journal of Brain Sciences · Vol. 3, Issue 1, 2026 · pp. 5–14 Read article
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Design and Analysis of Smart Solar EV Charging System
Abstract: The rising demand for electric vehicles (EVs) has generated an urgent requirement for sustainable and advanced charging systems. This study delineates the design and analysis of an intelligent solar EV charging system intended to reduce dependence on the grid and optimize the utilization of renewable energy. The system incorporates a solar photovoltaic (PV) array, battery energy storage, and an IoT-enabled smart controller to optimize power delivery. A Maximum Power Point …
Published in Journal of Power Electronics and Power Systems · Vol. 16, Issue 1, 2026 · pp. 06–15 Read article
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Image-Based Evaluation of Implant Tissue Interface Integrity in Polymer Orthopaedic Devices
Abstract: Polymer orthopedic implants offer radiolucency and mechanical compatibility with bone, but long-term success depends on maintaining a stable implant–tissue interface. Routine imaging is widely available for follow-up, yet interface integrity is commonly judged qualitatively, limiting early detection of fixation compromise and reducing comparability across devices and time points. This work presents an image-based methodology to quantify interface integrity by extracting interpretable interface descriptors from a standardized interface belt around the …
Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 · pp. 170–179 Read article
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Fuzzy Algorithm Based Sentiment Analysis: Enhancing Accuracy and Interpretability
Abstract: Sentiment analysis is the technique of determining the point of view, polarity, and intensity of a text. A poll found that 93% of consumers read online evaluations before making a decision. Manually analysing these judgements is challenging. To determine the review's overall sentiment or thinking polarity, sentiment analysis may be employed. This study's goal is to classify product assessment qualities as positive, negative, or neutral. Polarity labelling, feature extraction, and …
Published in Journal of Software Engineering Tools & Technology Trends · Vol. 10, Issue 2, 2023 · pp. 1–7 Read article
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A Comprehensive Review on Python based NLP Approaches for Sentiment Analysis
Abstract: Sentiment analysis, also known as opinion mining, is a burgeoning field in natural language processing that involves the computational analysis of textual data to determine and quantify the sentiment expressed within. This study presents a comprehensive exploration of sentiment analysis using Python, focusing on techniques, methodologies, and tools that enable the extraction of sentiment polarity from diverse textual sources. The review commences with an overview of the importance of sentiment …
Published in Recent Trends in Programming languages · Vol. 10, Issue 3, 2023 · pp. 1–7 Read article
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Phytochemicals And Antioxidants Properties of Zanthoxylum zanthoxyloides Root Bark
Abstract: There have been studies on Zanthoxylum zanthoxyloides (Orinata), family; Rutaceae, which has shown remarkable benefits of the plant to humans traditional medicine. Root or stem bark macerations, decoctions or infusions of the plant are widely taken to treat malaria, fever, sickle cell anemia, tuberculosis, paralysis, oedema and general body weakness. They are also widely taken to treat intestinal problems, including colic, dysentery, intestinal worms, gonorrhea and urethritis. Studies show that …
Published in Journal of Modern Chemistry & Chemical Technology · Vol. 13, Issue 2, 2022 · pp. 23–28 Read article
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Enhancement of Some Pharmaceutically Important Secondary Metabolites By in vitro Techniques
Abstract: AbstractSecondary metabolites are economically important as drugs, dyes and pigments, pesticides, and food additives. The evolving commercial importance of secondary metabolites has in recent years resulted in a great interest in mechanism of secondary metabolism, especially in the production of bioactive plant metabolites by means of tissue culture technology. Plant cell and tissue culture technologies can be established for both multiplication and extraction of secondary metabolites. Strain improvement, methods for …
Published in Research & Reviews : Journal of Herbal Science · Vol. 3, Issue 1, 2014 · pp. 6–14 Read article
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A Comparative Clinical Trial of Three Different Dosage form of Guduchi (Tinospora Cordifolia Willd.) in Ekakustha (Psoriasis)
Abstract: Introduction: Ekakushtha is a type of Kshudra Kushtha (minor skin disease) resembling psoriasis in its clinical manifestations. Guduchi (Tinospora cordifolia Willd.) is mentioned very effective in treatment of all type Kushtha in classics with different dosage forms like Ghana (aqueous extract), Churna (powder drug), Ghrita, hydro alcoholic extract and many more. Aim: To evaluate the clinical efficacy of three different dosage form of Guduchi i.e. Guduchi Ghana prepared from Guduchi …
Published in Research & Reviews : Journal of Herbal Science · Vol. 12, Issue 3, 2023 · pp. 30–39 Read article
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In vitro Testing of the Antibacterial Activity of Root Extracts of Chlorophytum borivilianum against Organisms Causing Postnatal Infections
Abstract: ABSTRACTThe present study was carried out to study the antibacterial activities of root extracts of Chlorophytum borivilianum. The extract was prepared using different solvents like water, Tris-HCl, phosphate buffer, isopropanol, butanol-water and acetone. The antibacterial activity was tested against different bacteria like Staphylococcus aureus, Klebsiella, Proteus, Pseudomonas aeruginosa and Escherichia coli which cause postnatal infections, by agar diffusion method. Zone of inhibition produced by different extracts was tabulated. Butanol-water extract …
Published in Research & Reviews : Journal of Herbal Science · Vol. 1, Issue 3, 2012 · pp. 1–7 Read article
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Rapid Biosynthesis of Silver Nanoparticles of Flower-like Morphology from the Root Extract of Saussurea lappa
Abstract: With the emergence of nanomedicine, nanobiotechnology, and nanopharmacotherapeutics, there has been a rising demand of nanomaterials. Silver nanoparticles (AgNPs) finds immense applications for drug delivery, biomedical sciences, catalysis, etc. Numerous industries are at present synthesizing therapeutic AgNPs to meet the global demand. By using chemical methods, which are very cost-effective to produce these materials, are quite hazardous, environment polluting, produce harmful byproducts, and have several other alarming aspects. The extract …
Published in Research & Reviews: A Journal of Pharmacognosy · Vol. 5, Issue 1, 2018 · pp. 20–24 Read article
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Pathogenesis, Treatment and Molecular Mechanisms for Development of Multidrug-resistant (MDR) TB as well as Identification of MDR Mycobacterium Tuberculosis
Abstract: Normal 0 false false false EN-US X-NONE X-NONE Tuberculosis (TB) is a medical, social, and economic disaster of huge magnitude in the world. Prevalence of TB has increased due to poverty, population growth, migration and a high number of TB cases in HIV positive individuals. High prevalence rate of M. tuberculosis strains with multidrug resistance (MDR) is a serious problem as global emergency. Strains of M. tuberculosis resistant to both …
Published in Research and Reviews: A Journal of Microbiology and Virology · Vol. 3, Issue 1, 2013 · pp. 16–38 Read article
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A Study of Nature Based Dye with Different Extracting Solvents as a Sensitizer for Dye-Sensitized Solar Cells
Abstract: In this paper, natural dye extracts were used as a sensitizer for Dye Sensitized Solar Cell (DSSC). The natural dye was extracted from Lantana camara leaf, flower and Clitoria ternatea flower using ethanol and acidified ethanol (in 1% HCl) as extracting solvent. The DSSCs have been fabricated using pure TiO2 and Ni doped TiO2 layers as photoanodes deposited by Doctor Blade method on fluorine doped Tin Oxide (FTO) glass substrate …
Published in Journal of Nanoscience, NanoEngineering & Applications · Vol. 8, Issue 3, 2018 · pp. 69–73 Read article
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AI-Driven Handwriting Identification and Verification Using Textural Features
Abstract: The last few decades have seen handwriting recognition and verification earn their mark in areas like forensics, healthcare, education, and digital security. This study delves into the role of artificial intelligence (AI), machine learning (ML), and deep learning techniques in handwriting analysis. It highlights the extraction of textural features as a precursor to identifying narrows between original handwriting and its forgery, whereby a few distinctive patterns such as stroke width, …
Published in International Journal of Electronics Automation · Vol. 3, Issue 1, 2025 · pp. 35–44 Read article
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Zinc Oxide Nanoparticles from Murayya koenigii: Antibacterial Potential Review
Abstract: Nanoparticles (NPs) display unique characteristics in contrast to conventional physico-chemical synthesis methods, and they are utilized in various life science fields including surface coating, catalysis, food packaging, corrosion prevention, environmental cleanup, electronics, biomedical applications, and antimicrobial purposes. Metal NPs synthesized through green methods, particularly from plant origins, have garnered significant interest because of their inherent traits such as environmental friendliness, quick production, and cost efficiency. Over the past few years, …
Published in Research and Reviews : A Journal of Biotechnology · Vol. 14, Issue 1, 2024 · pp. 54–67 Read article
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Plant Mediated Metal Nanoparticles for Wound Healing Activity – A Review
Abstract: The development of nanotechnology, which is playing a part in every discipline subject, is a recent achievement in the science and technology fields. Modern nanotechnology places a high priority on environmentally friendly methods of producing metal nanoparticles. Utilizing plant extract is cost-effective, environmentally friendly, and has less negative side effects. The development of the new discipline of "Nano medicine" is due to the therapy of various chronic non-communicable diseases with …
Published in Research & Reviews: A Journal of Drug Formulation, Development and Production · Vol. 10, Issue 1, 2023 · pp. 1–11 Read article
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Studies on Oil Extraction from Pongamia Seeds using Mechanical Expeller and Microwave Heating Technique
Abstract: The extraction of oil from seeds is carried out traditionally by using mechanical expeller. In this study, four configurations of oil extraction systems, namely, single screw, modified single screw, twin screw and microwave assisted oil extraction have been evaluated for oil yield and production or through put rate. Pongamia pinnata seeds have been used as the reference raw materials for this study, both in whole seed form and in crushed …
Published in Journal of Alternate Energy Sources & Technologies · Vol. 7, Issue 3, 2016 · pp. 7–14 Read article
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Antimicrobial Activity of Alcoholic and Aqueous Extracts of Tinospora cordifolia
Abstract: 1024x768 Normal 0 false false false EN-US X-NONE X-NONE /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-qformat:yes; mso-style-parent:""; mso-padding-alt:0in 5.4pt 0in 5.4pt; mso-para-margin:0in; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:11.0pt; font-family:"Calibri","sans-serif"; mso-ascii-font-family:Calibri; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:minor-fareast; mso-hansi-font-family:Calibri; mso-hansi-theme-font:minor-latin; mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:minor-bidi;} The success of chemotherapy lies in the continuous search for new drugs to counter the challenge posed by resistant strains. Ethanolic and aqueous extracts of plant Tinospora …
Published in Research and Reviews: A Journal of Pharmaceutical Science · Vol. 2, Issue 1, 2011 · pp. 1–6 Read article
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PSSM Amino-Acid Composition Based Gene Identification Using Support Vector Machines
Abstract: AbstractThe main characteristic of identifying the molecular mechanism of the cell is to understand the significance or function of each protein encoded in the genome. For that purpose, genome annotation proves to be very supportive. One of the most obligatory phases of genome annotation is the prediction of the genes. Several methods or techniques have been developed in order to locate or predict the patterns of genes in genome sequence. …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 50–58 Read article
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Polystyrene Plastic Waste into Liquid Fuel Using Silica-Alumina Catalyst, Extracted from Rice Husk
Abstract: Catalytic Pyrolysis of Polystyrene (PS) into fuel like products using silica alumina catalyst that was extracted from rice husk was investigated over temperature range of 430–470°C. The output of catalytic pyrolysis was liquid oil, solid residues (char) and gaseous fraction. The product yields as a function of temperature, time and catalyst amount were studied. High conversion of liquid (48.8%) was achieved at 430 and 450ºC in the presence of 12.5 …
Published in Journal of Petroleum Engineering & Technology · Vol. 10, Issue 3, 2020 · pp. 15–31 Read article