474
20
11858
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Title
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Book Chapter
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Faculty Publications- Book Chapter
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Risk management of future of Defi using artificial intelligence as a tool
Description
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This chapter explores AI's pivotal roles in managing risks within DeFi, emphasizing strategic implementation to enhance risk assessment, management, and decisionmaking processes for a better user experience. The convergence of AI and DeFi presents unprecedented opportunities, fostering transparency and decentralization. Drawing from diverse sources, the study evaluates AI's effectiveness, particularly in machine learning, in addressing emerging risks. It focuses on how AI can guide DeFi's future while managing market and credit risks through tasks like data preparation, modeling, stress testing, and validation. Additionally, AI aids in data quality assurance, text mining, and fraud detection. Emphasis is placed on identifying and managing risks that could hinder DeFi's future, highlighting key AI techniques. Given the financial industry's ongoing transformation, these insights are increasingly vital. 2024, IGI Global. All rights reserved.
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Sah J.; Padma S.; Yanamandra R.; Irfan M.
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AI-Driven Decentralized Finance and the Future of Finance, pp. 257-278.
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IGI Global
Date
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2024-01-01
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<a href="https://doi.org/10.4018/979-8-3693-6321-8.ch011" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/979-8-3693-6321-8.ch011</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207622224&doi=10.4018%2F979-8-3693-6321-8.ch011&partnerID=40&md5=d4e6ee342210de46c9856f947fa46100" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207622224&doi=10.4018%2f979-8-3693-6321-8.ch011&partnerID=40&md5=d4e6ee342210de46c9856f947fa46100</a>
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ISBN: 979-836936323-2; 979-836936321-8
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Online
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English
Type
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Book chapter
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Sah J., Amity University, Maharashtra, India; Padma S., Amity University, Maharashtra, India; Yanamandra R., Skyline University College, University City of Sharjah, United Arab Emirates; Irfan M., Christ University, Bengaluru, India
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Reviews
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Title
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Risk management of technological accidents triggered by natural-hazards (Natech): A review of relevant indian legislation
Subject
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Climate Change; Disaster Management; Indian Legislation; Natech Risk; Risk Reduction Measures; Safety of Hazardous Industry
Description
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The ill-effects of technological sites on the environment have been researched substantially across the world with particular reference to pollution. However, the threats posed by the environment to technological sites have rarely been studied. Such events, where natural forces trigger technological accidents, are called Natech accidents. It has been observed that developed countries are aware of this emerging hazard and they have responded to it by creating various legislative frameworks for managing Natech risk. In contrast, in developing countries, it has not yet received due attention. The present study has been done to understand the Indian perspective of the legal framework for Natech risk reduction. The study revealed that India has an elaborate legislative framework for disaster risk identification and management. Though there is attention to routine disaster risk, the risk from natural forces to the technological sites is rarely considered. Apart from recognizing natural forces as a threat, no specific legislation is available for Natech risk reduction. A developing country like India must manage the risk posed by natural forces to its technological infrastructure. There is a need for specific legislation to manage Natech risk, which will be an initiating force for the state of the art Natech risk management. 2021, World Research Association. All rights reserved.
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Sachin D.; Mani S.K.; Guru B.
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Disaster Advances, Vol-14, No. 4, pp. 95-106.
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World Research Association
Date
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2021-01-01
Identifier
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<a href="" target="_blank" rel="noreferrer noopener"></a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85111441161&partnerID=40&md5=63bf7c10200def3acef8c9097fd9534a" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85111441161&partnerID=40&md5=63bf7c10200def3acef8c9097fd9534a</a>
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ISSN: 0974262X
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Online
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English
Type
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Review
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Sachin D., Jamsetji Tata School of Disaster Studies, Tata Institute of Social Sciences, Post Box No. 8313, Deonar, Mumbai, 400 088, India; Mani S.K., Department of Civil Engineering, School of Engineering and Technology, CHRIST (Deemed to be University), Kengeri Campus, Bengaluru, 560074, India; Guru B., Department of Geology, School of Earth Sciences, Central University of Tamil Nadu, Thiruvarur, Tamil Nadu, 610005, India, Centre for Geo-informatics, Jamsetji Tata School of Disaster Studies, Tata Institute of Social Sciences, 8313, Deonar, Mumbai, 400 088, India
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Title
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Book Chapter
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Faculty Publications- Book Chapter
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Title
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Risks and ethics of nanotechnology: an overview
Subject
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Environmental ethics; Nanoparticles; Nanostructured materials; Sustainability; Toxicity
Description
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Environmental nanotechnology is thought to be important to current environmental engineering and scientific techniques. The biomedical, textile, aerospace, manufacturing, cosmetics, oil, defense, agricultural, and electronics industries can all benefit from the use of nanotechnology to enhance a wide range of material properties, including physical, chemical, and biological properties. However, nanotechnology-based products or nanomaterials (e.g., nanofibers, nanowires, nanocomposites, and nanofilms) may be harmful to human health. Since nanomaterials are usually manufactured using novel manufacturing techniques and have a variety of sizes, shapes, and surface energies, there can also be uncertainties in their manufacture and handling. This chapter provides a detailed account of ethical issues related to nanotechnology, particularly environmental toxicity, risk management, health risk evolution, and environmental significance of nanomaterials. In addition, environmental challenges, toxic effect of nanoparticles on the environment, ethics of nanotechnology, and social, ecological, biological, and other legal issues are highlighted. The potential of nanomaterials in environmental remediation and their use in environmental protection is also emphasized. 2023 Elsevier Inc. All rights reserved.
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Molahalli V.; Shetty A.; Sharma A.; Bijapur K.; Soman G.; Hegde G.
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Nanoparticles and Plant-Microbe Interactions: An Environmental Perspective, pp. 35-68.
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Elsevier
Date
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2023-01-01
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<a href="https://doi.org/10.1016/B978-0-323-90619-7.00014-X" target="_blank" rel="noreferrer noopener">https://doi.org/10.1016/B978-0-323-90619-7.00014-X</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161932316&doi=10.1016%2FB978-0-323-90619-7.00014-X&partnerID=40&md5=1218e0b148246787d2975df37cb88214" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161932316&doi=10.1016%2fB978-0-323-90619-7.00014-X&partnerID=40&md5=1218e0b148246787d2975df37cb88214</a>
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ISBN: 978-032390619-7; 978-032390832-0
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Online
Language
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English
Type
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Book chapter
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Molahalli V., Department of Chemistry, CHRIST (Deemed to be University), Karnataka, Bangalore, India, Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Karnataka, Bangalore, India; Shetty A., Department of Chemistry, CHRIST (Deemed to be University), Karnataka, Bangalore, India, Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Karnataka, Bangalore, India; Sharma A., Department of Chemistry, CHRIST (Deemed to be University), Karnataka, Bangalore, India, Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Karnataka, Bangalore, India; Bijapur K., Department of Chemistry, CHRIST (Deemed to be University), Karnataka, Bangalore, India, Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Karnataka, Bangalore, India; Soman G., Department of Chemistry, CHRIST (Deemed to be University), Karnataka, Bangalore, India, Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Karnataka, Bangalore, India; Hegde G., Department of Chemistry, CHRIST (Deemed to be University), Karnataka, Bangalore, India, Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Karnataka, Bangalore, India
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https://archives.christuniversity.in/files/original/443ea59667a031cde508562218009236.pdf
329abaa327a13df6f032529546049c46
Dublin Core
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Title
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MPHIL
Mphil
Mphil Thesis
Dublin Core
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Title
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Rites of Passage: Women???s Reforms in
Autobiographies of Sunity Devi, Cornelia
Sorabji and Indira Goswami
Creator
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Nadkarni Esha
Date
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2017
Source
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English
-
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Title
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Conference Papers
Conference Paper
Faculty Publications- Conference Papers
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Title
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RNA-seq DE genes on Glioblastoma using non linear SVM and pathway analysis of NOG and ASCL5
Subject
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Differential Gene Expression; Glioblastoma Multiforme; RNASeq analysis; SVM; Transcriptomic analysis
Description
An account of the resource
Differentially Expressed genes related to Glioblastoma Multiforme as an output of RNASeq studies were further studied to conclude new research insights. Glioma is a type of intracranial tumor (within the skull), which can grow rapidly in its malignant stages. Gene expression in Grade II, III and IV Gliomas is analysed using non linear SVM models. The enriched GO terms were identified GOrilla. Pathways related to NOG and ASCL5 gene were studied using Reactome. 2020, Springer Nature Switzerland AG.
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Binoy S.; Biju V.G.; Basilia C.; Mathew B.B.; Prashanth C.M.
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Advances in Intelligent Systems and Computing, Vol-1108 AISC, pp. 689-696.
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Springer
Date
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2020-01-01
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<a href="https://doi.org/10.1007/978-3-030-37218-7_78" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-3-030-37218-7_78</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078568167&doi=10.1007%2F978-3-030-37218-7_78&partnerID=40&md5=3b708bd60e78b0775f3d23463b1af12a" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078568167&doi=10.1007%2f978-3-030-37218-7_78&partnerID=40&md5=3b708bd60e78b0775f3d23463b1af12a</a>
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ISSN: 21945357; ISBN: 978-303037217-0
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Online
Language
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English
Type
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Conference paper
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Binoy S., CHRIST (Deemed to be University), Bengaluru, India; Biju V.G., CHRIST (Deemed to be University), Bengaluru, India; Basilia C., CHRIST (Deemed to be University), Bengaluru, India; Mathew B.B., Dayananda Sagar College of Engineering, Bengaluru, India; Prashanth C.M., Acharya Institute of Technology, Bengaluru, India
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Title
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Conference Papers
Conference Paper
Faculty Publications- Conference Papers
Dublin Core
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Title
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Road Accident Prediction using Machine Learning Approaches
Subject
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Accident Prediction; Machine Learning; Traffic; Vehicle Safety
Description
An account of the resource
Road accidents create a significant number of serious injuries reported per year and are a chief concern of the world, mostly in underdeveloped countries. Many people have lost their near and dear ones due to these road accidents. Hence a system that can potentially save lives is required. The system detects essential contributing elements for an accident or creates a link among accidents and various factors for the occurrence of accidents. This research proposes an Accident Prediction system that can help to analyze the potential safety issues and predict whether an accident will occur or not. A comparative study of various Machine Learning Algorithms was conducted to check which model can help predict accidents more accurately. The dataset used for this paper is the government record accidents that occurred in a district in India. Logistic Regression, Random Forest, Decision Tree, K-Nearest Neighbor, XGBoost, and Support Vector Machine are among the Machine Learning models used in this paper to predict accidents. The Random Forest algorithm gave the highest accuracy of 80.78% when the accuracies of the Machine Learning models were compared. 2022 IEEE.
Creator
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Augustine T.; Shukla S.
Source
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2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2022, pp. 808-811.
Publisher
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Institute of Electrical and Electronics Engineers Inc.
Date
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2022-01-01
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<a href="https://doi.org/10.1109/ICACITE53722.2022.9823499" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICACITE53722.2022.9823499</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135486803&doi=10.1109%2FICACITE53722.2022.9823499&partnerID=40&md5=642baf4615f03ebb780b1fdd02316f24" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135486803&doi=10.1109%2fICACITE53722.2022.9823499&partnerID=40&md5=642baf4615f03ebb780b1fdd02316f24</a>
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ISBN: 978-166543789-9
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Online
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English
Type
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Conference paper
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Augustine T., Christ University, Department of Data Science, Banglore, India; Shukla S., Christ University, Department of Data Science, Banglore, India
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Title
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PHD
PhD
PhD Thesis
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61000402
Title
A name given to the resource
Road-Traffic Congestion in Bengaluru : Psychological and Social Consequences
Subject
The topic of the resource
Psychology
Description
An account of the resource
The study investigated the commuting experiences of frequent travelers during congestion using a three-phase sequential exploratory design. Using semi-structured interviews, phase-1
explored the experiences of a sample of ten (4 women and 6 men) regular commuters on Bengaluru's congested roads. Thematic analysis revealed that psychological experiences due
to travel adversities during congestion generated negative affect that narrowed thought-action repertoire of the commuters into fight or flight responses. Fight responses caused negative
road occurrences that intensified travel adversities further, creating a vicious cycle showing a non-linear loop. Social consequences included challenges for personal time and activities,
family time, health and health care activities, work, social, community, and recreational activities, increase of virtual socialization, and social Darwinism. In phase 2, a check-list of
psychological consequences was developed based on the thematic analysis. Phase 3 statistically validated the vicious cycle in a sample of 190 (87 women and 103 men) commuters using structural equation modelling. The model substantiated the probability of the vicious cycle. Based on the model, a mathematical model was developed that could be used to test the non-linear relationship between the components of the vicious cycle.
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Maria, Celine Liya
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Author's Submission
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Christ(Deemed to be University)
Date
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2024-01-01
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K R, Santhosh.
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Open Access
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PDF
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English
Type
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PhD
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<a href="http://hdl.handle.net/10603/599448" target="_blank" rel="noreferrer noopener">http://hdl.handle.net/10603/599448</a>
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Reviews
Review
Faculty Publications- Reviews
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Roadmap of effects of biowaste-synthesized carbon nanomaterials on carbon nano-reinforced composites
Subject
The topic of the resource
Biowaste; Carbon; PNCs; Porosity; Reinforced composites
Description
An account of the resource
Sustainable growth can be achieved by recycling waste material into useful resources without affecting the natural ecosystem. Among all nanomaterials, carbon nanomaterials from biowaste are used for various applications. The pyrolysis process is one of the eco-friendly ways for synthesizing such carbon nanomaterials. Recently, polymer nanocomposites (PNCs) filled with bio-waste-based carbon nanomaterials attracted a lot of attention due to their enhanced mechanical properties. A variety of polymers, such as thermoplastics, thermosetting polymers, elastomers, and their blends, can be used in the formation of composite materials. This review summarizes the synthesis of carbon nanomaterials, polymer nanocomposites, and mechanical properties of PNCs. The review also focuses on various biowaste-based precursors, their nanoproperties, and turning them into proper composites. PNCs show improved mechanical properties by varying the loading per-centages of carbon nanomaterials, which are vital for many defence-and aerospace-related indus-tries. Different synthesis processes are used to achieve enhanced ultimate tensile strength and mod-ulus. The present review summarizes the last 5 years work in detail on these PNCs and their appli-cations. 2021 by the authors. Licensee MDPI, Basel, Switzerland.
Creator
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Thippeswamy B.H.; Maligi A.S.; Hegde G.
Source
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Catalysts, Vol-11, No. 12
Publisher
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MDPI
Date
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2021-01-01
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<a href="https://doi.org/10.3390/catal11121485" target="_blank" rel="noreferrer noopener">https://doi.org/10.3390/catal11121485</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85120643131&doi=10.3390%2Fcatal11121485&partnerID=40&md5=caab7ac36e3789f9a07478b33fc7edab" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85120643131&doi=10.3390%2fcatal11121485&partnerID=40&md5=caab7ac36e3789f9a07478b33fc7edab</a>
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All Open Access; Gold Open Access
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ISSN: 20734344
Format
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Online
Language
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English
Type
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Review
Coverage
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Thippeswamy B.H., Department of Electronics & Communication Engineering, B.M.S. College of Engineering, Bengaluru, Bangalore, 560019, India; Maligi A.S., Department of Electronics & Communication Engineering, B.M.S. College of Engineering, Bengaluru, Bangalore, 560019, India; Hegde G., Department of Chemistry, CHRIST (Deemed to be University), Hosur Road, Bengaluru, Karnataka, 560029, India, Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Hosur Road, Bengaluru, Karnataka, 560029, India
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Title
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Reviews
Review
Faculty Publications- Reviews
Dublin Core
The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.
Title
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Roadmap on ionic liquid crystal electrolytes for energy storage devices
Subject
The topic of the resource
Electrolytes; Energy storage; Ionic liquid crystal; Supercapacitors
Description
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The current organic liquid electrolytes used in electrochemical energy systems cause rapid performance degradation and even combustion. The advancement of new electrolytes with exceptional safety and electrochemical performance is crucial in addressing these challenges. Recently developed ionic liquid crystals (ILCs) offer promising opportunities for tailoring ion transport channels through modified nano segregated structures, thereby ensuring excellent operating safety and combining the advantageous properties of ionic liquids and liquid crystals. This review focuses on investigating the ion conductive properties and operational mechanisms of ILC electrolytes for energy storage and conversion devices, which play a pivotal role in the development of superior electrolytes. The review critically analyzes the recent development and fundamental properties electrochemical interaction framework of ILC electrolytes applied in energy storage devices. Particular attention is given to elucidating the mechanism of ILC and phase formation, past decade fabrication of energy storage device with ILC electrolytes, emphasizing their capacity for ion redistribution and exceptional stability. Additionally, the review addresses the drawback, limitation, commercialization, challenges and provides future perspective for the growth of ILC electrolytes in the field of energy storage. 2024 Elsevier B.V.
Creator
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Molahalli V.; Hirankittiwong P.; Sharma A.; Laeim H.; Shetty A.; Chattham N.; Hegde G.
Source
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Materials Science and Engineering: B, Vol-305
Publisher
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Elsevier Ltd
Date
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2024-01-01
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<a href="https://doi.org/10.1016/j.mseb.2024.117369" target="_blank" rel="noreferrer noopener">https://doi.org/10.1016/j.mseb.2024.117369</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85192195270&doi=10.1016%2Fj.mseb.2024.117369&partnerID=40&md5=cc6eb3c25791800becf10215bd52a89f" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85192195270&doi=10.1016%2fj.mseb.2024.117369&partnerID=40&md5=cc6eb3c25791800becf10215bd52a89f</a>
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ISSN: 9215107; CODEN: MSBTE
Format
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Online
Language
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English
Type
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Review
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Molahalli V., Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Hosur Road, Bengaluru, 560029, India, Department of Physics, Faculty of Science, Kasetsart University, Bangkok, 10900, Thailand; Hirankittiwong P., Department of Chemistry, CHRIST (Deemed to be University), Hosur Road, Bengaluru, 560029, India, Department of General Science, Faculty of Science and Engineering, Kasetsart University, Chalermphrakiat Sakon Nakhon Province Campus, 47000, Thailand; Sharma A., Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Hosur Road, Bengaluru, 560029, India, Department of Chemistry, CHRIST (Deemed to be University), Hosur Road, Bengaluru, 560029, India; Laeim H., Department of Physics, Faculty of Science, Kasetsart University, Bangkok, 10900, Thailand; Shetty A., Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Hosur Road, Bengaluru, 560029, India, Department of Chemistry, CHRIST (Deemed to be University), Hosur Road, Bengaluru, 560029, India; Chattham N., Department of Physics, Faculty of Science, Kasetsart University, Bangkok, 10900, Thailand; Hegde G., Centre for Advanced Research and Development (CARD), CHRIST (Deemed to be University), Hosur Road, Bengaluru, 560029, India, Department of Chemistry, CHRIST (Deemed to be University), Hosur Road, Bengaluru, 560029, India
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Title
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Book Chapter
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Faculty Publications- Book Chapter
Dublin Core
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Title
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Robo-revolution: How automated financial advisors are reshaping global finance
Description
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Robo-advisors have the potential to revolutionise the financial service industry by making it more accessible and affordable. This study provides a comprehensive overview of robo-advisors in the arena of financial markets and investments and their gaining popularity in the fintech industry, particularly in emerging markets like India. It also discusses the changing landscape of the financial sector in India, benefits and challenges of fintech, and the legal and ethical implications of roboadvisors. The current study presents a comparative study between India and UK markets in terms of acceptance and penetration of robo-advisors. It highlights leading robo-advisory firms in India. The data visualisation is done with the help of Microsoft Power BI and Microsoft Excel on the statista survey data. The expected results of this study assist several stakeholders, such as academicians, researchers, investors, stock brokers, regulators, and policy makers. 2024, IGI Global. All rights reserved.
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Upadhyay D.; Jaiswal V.; Ghosal I.; Shah S.M.A.R.
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AI-Driven Decentralized Finance and the Future of Finance, pp. 165-184.
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IGI Global
Date
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2024-01-01
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<a href="https://doi.org/10.4018/979-8-3693-6321-8.ch007" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/979-8-3693-6321-8.ch007</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207621621&doi=10.4018%2F979-8-3693-6321-8.ch007&partnerID=40&md5=e48391976cfec7f2348ebe53b2cf213a" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207621621&doi=10.4018%2f979-8-3693-6321-8.ch007&partnerID=40&md5=e48391976cfec7f2348ebe53b2cf213a</a>
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ISBN: 979-836936323-2; 979-836936321-8
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Online
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English
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Book chapter
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Upadhyay D., Department of Commerce, Christ University, India; Jaiswal V., Department of Commerce, Christ University, India; Ghosal I., Brainware University, Kolkata, India; Shah S.M.A.R., University of Engineering and Technology, Taxila, Pakistan
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Articles
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Title
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Robotic dining delight unravelling the key factors driving customer satisfaction in service robot restaurants using PLS-SEM and ML
Subject
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machine learning; PLS-SEM; repeat experience; robotics; service restaurants; trust
Description
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In the past few years there has been a remarkable surge in demand for robot service restaurants. However, as both the technology and the concept of such restaurants are relatively new, there is a limited understanding of how consumers would react to this new change in the service industry. This study focuses on the key factors influencing customer satisfaction and their intention to repeat the experience by using two staged hybrid PLS-SEM and Machine Learning approaches. The finding confirms that perceived enjoyment, speed, and novelty influence customer satisfaction, whereas perceived usefulness has no influence. Additionally, the study uncovers that customer satisfaction and trust positively mediate the relationship and establish the link with repeat experience. The machine learning models (Artificial Neural Network, Support Vector Machines, Random Forest, K-Nearest Neighbors, Elastic Net) predict the intention to repeat the experience of the service robot with an overall model fit of around 57%. We also discussed several new and useful theoretical and practical implications for enhancing the customer experience during the visit to the restaurants. 2023 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
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Sharma V.; Kapse M.; Poulose J.; Mahajan Y.
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Cogent Business and Management, Vol-10, No. 3
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Cogent OA
Date
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2023-01-01
Identifier
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<a href="https://doi.org/10.1080/23311975.2023.2281053" target="_blank" rel="noreferrer noopener">https://doi.org/10.1080/23311975.2023.2281053</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85177233823&doi=10.1080%2F23311975.2023.2281053&partnerID=40&md5=91ded63fcd8a0e25ddf2aaec6426ad0e" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85177233823&doi=10.1080%2f23311975.2023.2281053&partnerID=40&md5=91ded63fcd8a0e25ddf2aaec6426ad0e</a>
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All Open Access; Gold Open Access; Green Open Access
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ISSN: 23311975
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Online
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English
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Article
Coverage
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Sharma V., Symbiosis Centre for Management and Human Resource Development (SCMHRD), Symbiosis International (Deemed University), Pune, India; Kapse M., Symbiosis Centre for Management and Human Resource Development (SCMHRD), Symbiosis International (Deemed University), Pune, India; Poulose J., School of Business and Management, CHRIST (Deemed to be University), Delhi-NCR, India; Mahajan Y., Symbiosis Centre for Management and Human Resource Development (SCMHRD), Symbiosis International (Deemed University), Pune, India
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Title
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Book Chapter
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Faculty Publications- Book Chapter
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Title
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Robotics: challenges and opportunities in healthcare
Subject
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health studies; health system; healthcare; IoT; medical; medical device; Robotics
Description
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Today, healthcare services and systems are becoming very complex and include a large number of entities characterized by shared, distributed and heterogeneous devices, sensors, and information and communication technologies. Various artificial intelligence techniques have been implemented in various sectors like smart cities, energy, IT sectors, banking, agriculture, retails, and many more, but it has been always challenging to demonstrate this technique effectively in healthcare sector due to its sophisticated procedure and its handling. Data analytics research on healthcare data has grown significantly over the past 10-12 years, and the execution of data analytics algorithms and systems in healthcare has been progressing more quickly. The data analytics service section has gained considerable attention with the development of technology, especially artificial intelligence robots, in the healthcare sector. Robots can help people with cognitive, sensory, and motor disabilities, help the sick or injured, support caregivers, and assist the clinical workforce. The purpose of this study is to provide historical evolution of robotics in healthcare with an overview of the influence of robots in healthcare like clinical support, patient transfer in hospitals, to handle heavy surgical instruments, to transport medical waste, for drug delivery, patient management etc. Furthermore, this chapter also covered the challenges and opportunities in healthcare and also offers a comprehensive aspect at how robots are incorporate in various healthcare applications. 2025 Elsevier Inc. All rights reserved.
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Pant R.; Joshi K.; Mahajan S.
Source
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Data Science in the Medical Field, pp. 361-367.
Publisher
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Elsevier
Date
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2024-01-01
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<a href="https://doi.org/10.1016/B978-0-443-24028-7.00025-8" target="_blank" rel="noreferrer noopener">https://doi.org/10.1016/B978-0-443-24028-7.00025-8</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208872373&doi=10.1016%2FB978-0-443-24028-7.00025-8&partnerID=40&md5=880a7c4ec89eceafab3fee995f3d0f48" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208872373&doi=10.1016%2fB978-0-443-24028-7.00025-8&partnerID=40&md5=880a7c4ec89eceafab3fee995f3d0f48</a>
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ISBN: 978-044324028-7; 978-044324029-4
Format
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Online
Language
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English
Type
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Book chapter
Coverage
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Pant R., Department of Mechanical Enginnering, Uttaranchal University, Uttarakhand, Dehradun, India; Joshi K., Department of Computer Science Enginnering, Uttaranchal University, Uttarakhand, Dehradun, India; Mahajan S., Postdoc (Norway), Christ (Deemed to be University), Delhi-NCR, India
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Title
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Articles
Article
Faculty Publications -Articles
Dublin Core
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Title
A name given to the resource
Robs algorithm
Subject
The topic of the resource
Block compressed row storage; Compressed column storage; Compressed diagonal storage; Compressed row storage; Effective matrix representation; Jagged diagonal storage; Linked list method
Description
An account of the resource
Sparse matrix is a matrix having a relatively large proportion (proportion - a ratio is a comparison of two numbers. We generally separate the two numbers in the ratio with a colon (:)) of zero elements. To store the elements of the matrix in computer memory, linear array concept of storing is used. When a sparse matrix is stored in full-matrix storage mode, all its elements, including its zero elements, are stored in an array, which is a wastage of memory. In order to avoid the memory and processing overhead many alternate forms are used. Each one has separate time and space complexities and performances. In this paper we are suggesting one way of representing the sparse matrix which has both time and space complexity O(2n) only, while all other methods work with complexity more than O(3n) where n is the total number of non-zero elements in the matrix .The implementation of this algorithm in applications may improve the performance especially in the area of adjacency matrix, tree representation, 3D representation to an object, network communication, electronics, mathematical calculations, picture storage/file storage, file compression, bioinformatics, and the computer performance. The proposed algorithm has a large scope not only in computing but also in different branches of science, electronics and graphics. 2006 Elsevier Inc. All rights reserved.
Creator
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George R.
Source
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Applied Mathematics and Computation, Vol-189, No. 1, pp. 314-325.
Date
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2007-01-01
Identifier
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<a href="https://doi.org/10.1016/j.amc.2006.11.096" target="_blank" rel="noreferrer noopener">https://doi.org/10.1016/j.amc.2006.11.096</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-34248402107&doi=10.1016%2Fj.amc.2006.11.096&partnerID=40&md5=ab8dbc70ce003fdd5d78bb40e86fe0b1" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-34248402107&doi=10.1016%2fj.amc.2006.11.096&partnerID=40&md5=ab8dbc70ce003fdd5d78bb40e86fe0b1</a>
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ISSN: 963003; CODEN: AMHCB
Format
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Online
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English
Type
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Article
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George R., Department of Computer Science, Christ College, Bangalore, 550 029 Karnataka, India
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Title
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Articles
Article
Faculty Publications -Articles
Dublin Core
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Title
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Robust Bidirectional Long Short-Term Memory-Based Class Imbalance Handling in Dyslexia Prediction at its Early Stage
Subject
The topic of the resource
Bidirectional long short-term memory; Class imbalance; Deep learning; Dyslexia; Hyperparameter; Machine learning; Neurological disorder; Red Fox optimization
Description
An account of the resource
Dyslexia is a neurological condition that presents difficulties and obstacles in learning, particularly in reading. Early diagnosis of dyslexia is crucial for children, as it allows the implementation of appropriate resources and specialized software to enhance their skills. However, the evaluation process can be expensive, time-consuming, and emotionally challenging. In recent years, researchers have turned to machine learning and deep learning techniques to detect dyslexia using datasets obtained from educational and healthcare institutions. Despite the existence of several deep learning models for dyslexia prediction, the problem of handling class imbalance significantly impacts the accuracy of detection. Therefore, this study proposes a robust deep learning model based on a variant of long short-term memory (LSTM) to address this issue. The advantage of Bidirectional LSTM, which has the ability to traverse both forward and backward, improves the pattern of understanding very effectively. Still, the problem of assigning values to the hyper-parameters in BLSTM is the toughest challenge which has to be assigned in a random manner. To overcome this difficulty, the proposed model induced a behavioral model known as Red Fox Optimization algorithm (RFO). Based on the inspiration of red fox searching behavior, this proposed work utilized the local and the global search in assigning and fine-tuning the values of hyper-parameters to handle the class imbalance in dyslexia dataset. The performance evaluation is conducted using two different dyslexia datasets (i.e., dyslexia 12_14 & real-time dataset). The simulation results explore that the proposed robust Bidirectional Long Short-Term Memory accomplishes the highest detection rate with reduced error rate compared to other deep learning models. 2023, The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd.
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Zeema J.L.; Thirunavukkarasu V.; Sivabalan R.V.; Christopher D.F.X.
Source
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SN Computer Science, Vol-4, No. 5
Publisher
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Springer
Date
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2023-01-01
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<a href="https://doi.org/10.1007/s42979-023-02049-9" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s42979-023-02049-9</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168393852&doi=10.1007%2Fs42979-023-02049-9&partnerID=40&md5=e52180a5030728fadc16a81eb150c23f" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168393852&doi=10.1007%2fs42979-023-02049-9&partnerID=40&md5=e52180a5030728fadc16a81eb150c23f</a>
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ISSN: 2662995X | CS; 2023-2024; Vol-1; 00251-00258
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Online
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English
Type
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Article
Coverage
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Zeema J.L., Department of Computer Science, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Thirunavukkarasu V., Department of Computer Science, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Sivabalan R.V., Department of Computer Science, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Christopher D.F.X., SRM Trichy Arts and Science College, Tamil Nadu, Tiruchirappalli, India
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Title
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Articles
Article
Faculty Publications -Articles
Dublin Core
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Title
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Robust Control of DFIG Based Wind Energy System Using an H? Controller
Subject
The topic of the resource
DFIG; Eigenvalues; H-infinity control; Linearization; LQR control method; PI controllers
Description
An account of the resource
Wind Energy Conversion System (WECS) using a Doubly Fed Induction Generator (DFIG) is popular due to its control flexibility and higher conversion efficiency, but maintaining the operational stability and optimal efficiency under dynamic wind conditions is still a control challenge. In this paper, a nonlinear mathematical model for a DFIG based WECS was developed from fundamentals and its characteristics near the operating point were studied. A Proportional Integral (PI) controller and a Linear Quadratic Regulator (LQR) controller were designed to control the system and the behavior of the closed-loop system with these controllers was studied. While the designed PI controller failed to ensure stability, the LQR controller was giving stability but an LQR controller is vulnerable to loss of stability under uncertainties due to parameter variations or changes in operating points. A suboptimal H? controller was then synthesized to obtain robust control. The closed-loop system performance of the DFIG system with the proposed controller was found to be stable and superior to PI and LQR controllers in terms of performance. 2021, The Korean Institute of Electrical Engineers.
Creator
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Haneesh K.M.; Raghunathan T.
Source
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Journal of Electrical Engineering and Technology, Vol-16, No. 3, pp. 1693-1707.
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Korean Institute of Electrical Engineers
Date
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2021-01-01
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<a href="https://doi.org/10.1007/s42835-021-00699-4" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s42835-021-00699-4</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85103206615&doi=10.1007%2Fs42835-021-00699-4&partnerID=40&md5=784612a64f55de09dd197cce9c142e6c" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85103206615&doi=10.1007%2fs42835-021-00699-4&partnerID=40&md5=784612a64f55de09dd197cce9c142e6c</a>
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Restricted Access
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ISSN: 19750102
Format
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Online
Language
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English
Type
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Article
Coverage
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Haneesh K.M., School of Electrical Engineering, Vellore Institute of Technology, Vellore, India, CHRIST (Deemed to be University), Bangalore, India; Raghunathan T., School of Electrical Engineering, Vellore Institute of Technology, Vellore, India
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Dublin Core
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Title
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Articles
Article
Faculty Publications -Articles
Dublin Core
The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.
Title
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Robust Deep Learning Empowered Real Time Object Detection for Unmanned Aerial Vehicles based Surveillance Applications
Subject
The topic of the resource
computer vision; deep learning; image processing; object detection; Surveillance; unmanned aerial vehicles
Description
An account of the resource
Surveillance is a major stream of research in the field of Unmanned Aerial Vehicles (UAV), which focuses on the observation of a person, group of people, buildings, infrastructure, etc. With the integration of real time images and video processing approaches such as machine learning, deep learning, and computer vision, the UAV possesses several advantages such as enhanced safety, cheap, rapid response, and effective coverage facility. In this aspect, this study designs robust deep learning based real time object detection (RDL-RTOD) technique for UAV surveillance applications. The proposed RDL-RTOD technique encompasses a two-stage process namely object detection and objects classification. For detecting objects, YOLO-v2 with ResNet-152 technique is used and generates a bounding box for every object. In addition, the classification of detected objects takes place using optimal kernel extreme learning machine (OKELM). In addition, fruit fly optimization (FFO) algorithm is applied for tuning the weight parameter of the KELM model and thereby boosts the classification performance. A series of simulations were carried out on the benchmark dataset and the results are examined under various aspects. The experimental results highlighted the supremacy of the RDL-RTOD technique over the recent approaches in terms of several performance measures. 2022 River Publishers.
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Ranjith C.P.; Hardas B.M.; Khaja Mohideen M.S.; Nijil Raj N.; Robert N.R.; Mohan P.
Source
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Journal of Mobile Multimedia, Vol-19, No. 2, pp. 451-476.
Publisher
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River Publishers
Date
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2023-01-01
Identifier
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<a href="https://doi.org/10.13052/jmm1550-4646.1925" target="_blank" rel="noreferrer noopener">https://doi.org/10.13052/jmm1550-4646.1925</a>
<br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143145736&doi=10.13052%2Fjmm1550-4646.1925&partnerID=40&md5=5fe4050e415fd5fea32c57670a060943" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143145736&doi=10.13052%2fjmm1550-4646.1925&partnerID=40&md5=5fe4050e415fd5fea32c57670a060943</a>
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All Open Access; Gold Open Access
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ISSN: 15504646
Format
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Online
Language
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English
Type
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Article
Coverage
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Ranjith C.P., Faculty in Information Technology Department, University of Technology and Applied Sciences, Shinas, Oman; Hardas B.M., Electronics Engineirng Dept, Shri Ramdeobaba College of Enginering and Management, Nagpur, India; Khaja Mohideen M.S., Department of Information Technology, University of Technology and Applied Science, Salalah, Oman; Nijil Raj N., Department of Computer Science and Engineering Younus College of Engineering and Technology, Kollam, India; Robert N.R., Department of Computer Science, Christ University, Bangalore, India; Mohan P., School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India
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Title
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Articles
Article
Faculty Publications -Articles
Dublin Core
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Title
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Robust feature selection using rough set-based ant-lion optimizer for data classification
Subject
The topic of the resource
ALO-Based Reduct Set; Ant-Lion Optimization (ALO); Feature Selection; Rough Set Theory
Description
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The selection of an algorithm to tackle a certain problem is a vital undertaking that necessitates both time and knowledge. Non-functional needs, such as the size, quality, and nature of the data, must frequently be taken into account. To develop a generalized machine learning model for any domain, the most relevant features must be chosen because noisy and irrelevant characteristics degrade data mining performance. However, the selection of the dominating features is still dependent on the search technique. When there are a high number of input features, stochastic optimization can be applied to the search space. In this research, the authors investigate the ant lion optimization (ALO), a natureinspired algorithm that mimics the hunting process of ant lions and is further stimulated to identify the smallest reducts. They also investigate rough set-based ant lion optimizer for feature selection. The actual results reveal that the ant lion-based rough set reduct selects a better feature subset and classifies them more accurately. 2022 Information Resources Management Association. All rights reserved.
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Azar A.T.; Nizar Banu P.K.
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International Journal of Sociotechnology and Knowledge Development, Vol-14, No. 1
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IGI Global
Date
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2022-01-01
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<a href="https://doi.org/10.4018/IJSKD.301263" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/IJSKD.301263</a>
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Restricted Access
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ISSN: 19416253
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Online
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English
Type
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Article
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Azar A.T., College of Computer and Information Sciences, Prince Sultan University, Riyadh, Saudi Arabia, Faculty of Computers and Artificial Intelligence, Benha University, Benha, Egypt; Nizar Banu P.K., Department of Computer Science, CHRIST (Deemed to Be University), Bangalore, India
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Articles
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Faculty Publications -Articles
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Rock abrading in South India /
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Archaeology
Description
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Encyclopedia of Global Archaeology, pp.1-10
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R.Arjun
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<a href="https://link.springer.com/referenceworkentry/10.1007/978-3-319-51726-1_3186-1" target="_blank" title="Rock abrading in South India" rel="noreferrer noopener">https://link.springer.com/referenceworkentry/10.1007/978-3-319-51726-1_3186-1</a>
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SpringerLink
Date
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2018-12-29
Language
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English
Type
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Journal Article
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Conference Papers
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Title
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Role of AI in Enhancing Customer Experience in Online Shopping
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AI enabled tools; Artificial intelligence; Customer experience; Perceived convenience; Personalisation; Trust
Description
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AI-powered tools and applications may provide customers with a positive, effective, and customized purchasing experience. By studying client preferences and behaviours, AI systems can anticipate future customer needs, improving and personalizing the shopping experience. The main aim of this study is to examine the role of artificial intelligence (AI) on enhancing customer experience. The results of this study revealed that there is a positive significant relationship between AI features like perceived convenience, personalization and AI-enabled service quality and Customer experience. A total of 416 responses were analysed using a structured questionnaire. The findings indicate significant role of trust as factor, mediating the effects of independent variables on customer experience. Data was analysed using T-test, ANOVA and regression. 2024 IEEE.
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Sinha S.; Sinha D.; Dalmia T.
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2024 11th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2024
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Institute of Electrical and Electronics Engineers Inc.
Date
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2024-01-01
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<a href="https://doi.org/10.1109/ICRITO61523.2024.10522285" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICRITO61523.2024.10522285</a>
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ISBN: 979-835035035-7
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Online
Language
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English
Type
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Conference paper
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Sinha S., School of Business and Management, Christ (Deemed to Be University), India; Sinha D., School of Business and Management, Christ (Deemed to Be University), India; Dalmia T., School of Business and Management, Christ (Deemed to Be University), India
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Title
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Book Chapter
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Title
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Role of AI in Strengthening ESG Governance: Perspective From Industry Experts
Description
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Socially conscious investors, especially Gen Z, value ethics over money. ESG reports are as important as financial reports for them. ESG ratings from various sources can puzzle these Gen Z investors, as there is no standardization in ESG data. Firstly, the chapter focuses on the need to integrate AI into ESG reporting by highlighting the limitations of mere frameworks such as GRI, SASB, and ISSB. Secondly, it emphasizes the difference between traditional reporting and AI-integrated ESG reporting. It also points out the challenges of AI integration and ways to overcome these challenges. Lastly, the chapter also proposes the need for a unified framework, making it easier for investors to compare and make decisions. 2024, IGI Global. All rights reserved.
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Jayalakshmi M.; Sneha A.M.; Girish S.
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Intersecting Environmental Social Governance and AI for Business Sustainability, pp. 42-64.
Publisher
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IGI Global
Date
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2024-01-01
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<a href="https://doi.org/10.4018/979-8-3693-1151-6.ch002" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/979-8-3693-1151-6.ch002</a>
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Restricted Access
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ISBN: 979-836931152-3; 979-836931151-6
Format
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Online
Language
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English
Type
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Book chapter
Coverage
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Jayalakshmi M., Christ University, India; Sneha A.M., Christ University, India; Girish S., Christ University, India