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17 articles for “Deepika M S”
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Research ArticleOpen accessIn the author namesDynamic Knowledge Driven Multi-Scale Spatiotemporal Fusion Framework for Reliable Multi-Horizon Traffic Flow ForecastingDeepika M S, P. Deepa Shenoy, Venugopal K RAccurate traffic flow forecasting remains a core challenge in intelligent transportation systems. Urban traffic patterns are characterised by complex spatiotemporal dependencies and inherent uncertainties, which complicate traffic forecasting. This study proposes a Dynamic Knowledge-Driven Spatiotemporal Fusion (DKDMSF) architecture to extract features of Multi-Scale traffic dynamics across various temporal traffic horizons. DKDMSF integrates Dynamic Spatial Attention (DSA) and Adaptive Graph Learning … …Journal of Computer Science, Vol. 22, Issue 9 · 30 Sep 2026 · 422 accessesView PDFCite
Research ArticleOpen accessIn the author namesAn Intelligent System for Cardiovascular Disease Prediction Using Deep LearningDeepika Arora, Deepak Dudeja, B K AgrawalHeart disease remains among the major causes of death in the world. Hence, accurate and reliable prediction schemes are key. To detect the presence of diseases in early stages, data mining and deep learning algorithms offer powerful tools to determine important trends in large and complex data. To enhance the prediction of cardiac diseases, this paper proposes a hybrid deep … …Journal of Computer Science, Vol. 22, Issue 2 · 9 Mar 2026 · 1,613 accessesView PDFCite
Research ArticleOpen accessIn the author namesTime Series Analysis for Predicting Tea Harvest Yield: A SARIMAX-Based ApproachPallavi Nagpal, Deepika Chaudhary, Jaiteg SinghPrecise prediction of tea yield is crucial for both agricultural planning and economic forecasting. Projection of the future trends, which rely on present and historical data, is the process termed 'forecasting'. Yield prediction is fundamental for research and development. By gathering the yield data over historic times, the researchers can make their work more valuable by predicting the yield patterns. … …Journal of Computer Science, Vol. 22, Issue 2 · 19 Feb 2026 · 1,900 accessesView PDFCite
Review ArticleOpen accessIn the author namesSocial Media Usage and its Implications on Mental Health a ReviewPuneet Kaur, Deepika Chaudhary, Jaiteg SinghWith more homes, businesses, and people having access to the Internet recently, the usage of social media and social networking websites has expanded significantly. Multiple social media platforms are available and more people from the public, companies, non-profits, and other groups are utilizing them. Therefore, online engagement is now a common aspect of daily life for a population of billions … …Journal of Computer Science, Vol. 21, Issue 2 · 21 Jan 2025 · 8,116 accessesView PDFCite
Review ArticleOpen accessIn the author namesApplications of Nature-Inspired Algorithms in Different Aspects of Semantic WebDeepika Chaudhary, Jaiteg Singh, D. P. KothariNature has always inspired us all the waggle dance of Honey bee, the school of whales and the swarm of ants, each element when observed carefully has the abundance of teachings. If we carefully observe nature, we find that although Nature seems to be very simple and systematic, it hides many complexities underneath it. As technology also follows the same … …Journal of Computer Science, Vol. 14, Issue 2 · 14 Feb 2018 · 8,765 accessesView PDFCite
Research ArticleOpen accessIn the author namesA Study on Bioelectricity Production by the Synergistic Action of Bacillus tequilensis DMR-5 and Pseudomonas aeruginosa DMR-3 Isolated from Rumen FluidJothinathan Deepika, Sundaram Meignanalakshmi, Wilson Richard ThilagarajThe present study focuses on the bioelectricity production from pure culture of Bacillus tequilensis DMR-5 and Pseudomonas aeruginosa DMR-3. Both the cultures were isolated from the anodic biofilm of pre-run MFC’s with rumen fluid as anodic substance. They were checked for the power production for 10 days both as pure isolates and co-culture. Bacillus tequilensis and Pseudomonas aeruginosa produced 250 … …American Journal of Environmental Sciences, Vol. 9, Issue 5 · 29 Oct 2013 · 6,950 accessesView PDFCite
Research ArticleOpen accessIn the author namesKinetics of Biological Treatment of Low Level Pesticide WastewaterAbdel E. Ghaly, Deepika DavePesticides are chemical substances intended to protect food crops and livestock from pests in order to pro-mote agricultural productivity and protect public health. Contamination of soil, air and water and threat to human and animal health are the major constraints in the use of pesticides. Treatment of pesticide contaminated water is, therefore, paramount. Biological treatment provides the most economical option … …American Journal of Environmental Sciences, Vol. 8, Issue 4 · 4 Jul 2012 · 8,168 accessesView PDFCite
Research ArticleOpen accessIn the author namesNutrient Composition of Dandelions and its Potential as Human FoodAbdel E. Ghaly, Deepika Dave, Nesreen MahmoudTwo thirds of the world’s populations are suffering from protein malnutrition and about 36 million people die every year due to hunger. Expansion of present agriculture practices into marginal land is not expected to solve the problem of increasing the food supply. New methods of feeding the ever increasing world population must be developed. The aim of the study was … …American Journal of Biochemistry and Biotechnology, Vol. 8, Issue 2 · 22 Jun 2012 · 10,956 accessesView PDFCite
Research ArticleOpen accessIn the author namesExploration of Preliminary Phytochemical Studies of Seed of syzygium cuminiKrishna Murti, Deepika Paliwal, Shyna Madan et al.Problem statement: The investigation for possible Preliminary Pharmacognostical and phytochemical activity of seeds of Syzygium cumini were performed to lay down the standards which could be useful in future experimental studies. Approach: The study includes macroscopy, microscopy, preliminary phytochemical screening and physicochemical evaluation of seeds of Syzygium cumini. Results: The results were discussed for both the extracts in terms of … …American Journal of Pharmacology and Toxicology, Vol. 7, Issue 1 · 6 Mar 2012 · 7,879 accessesView PDFCite
Research ArticleOpen accessIn the author namesAntimicrobial and Wound Healing Potentials of Vitis Vitigenia LeavesKrishna Murti, Manish Kaushik, Aditi Kaushik, Deepika PaliwalProblem statement: The investigation for possible antimicrobial and wound healing activity of ethanolic and aqueous extracts of V. Vitigenia L. leaves were performed. The antimicrobial activity of extract was studied against the 8 bacterial and 2 fungal strains using agar cup plate method. Approach: The wound healing effect of both the extract of V. Vitigenia L. leaves were evaluated by … …American Journal of Pharmacology and Toxicology, Vol. 6, Issue 4 · 21 Feb 2012 · 7,479 accessesView PDFCite