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108 articles for “informatics”
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Topic Detection in Tweets using Hashtags
Abstract: Data clustering is a common technique used for topic detection and identification in text. In this paper we propose tokenizing of hashtags as an effective and efficient way of generating bags of words for tweets (text messages on Twitter). The document- term matrix generated using these terms is smaller and more relevant compared to the full text tokenization. Tweets from the 2018 Oscars event tagged with #oscars hashtag were collected …
Published in Recent Trends in Programming languages · Vol. 5, Issue 2, 2018 · pp. 6–14 Read article
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Improving DBSCAN using Parallel Computing Approaches
Abstract: AbstractData mining has become the buzz word of computational research due to its enormous economical and social significance. Clustering is subset of data mining operations and is a type of learning using observation techniques. Clustering uses on unsupervised learning model and does not require any training data to generate the clustering model. Clustering enables grouping of similar and dissimilar type of data in separate groups. DBSCAN is on emerging and …
Published in Recent Trends in Parallel Computing · Vol. 6, Issue 2, 2019 · pp. 20–26 Read article
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Data Breaches and Malware Detection in Healthcare System
Abstract: The healthcare sector is undergoing a chaotic digital transformation, but the incorporation of new technologies is not typically the cause of health information-related data breaches. According to published industry studies, there are still many recorded data breaches as a result of equipment theft, hacking, ransomware attacks, and misuse, as well as a lack of basic security precautions. When compared to any other field, protecting health information is given the highest …
Published in Journal of Advanced Database Management & Systems · Vol. 9, Issue 3, 2022 · pp. 15–24 Read article
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Quantum Data Harmonization: Resolving Disparate Information Realms with AI-driven Data Science
Abstract: The proliferation of heterogeneous data structures across fragmented information systems hampers insights derivation necessitating harmonization methodologies reconciling multidimensional datasets for collective analytics. This article reviews quantum techniques leveraging qubit superposition for probabilistic data transformations as a novel data harmonization paradigm tailored for varied schemas commonly confronting interdisciplinary analyses spanning healthcare, finance and environmental domains. Hybrid quantum-classical algorithms and AI-based automation workflows hold promise coordinating dispersed data pools through learned mappings …
Published in Journal of Advances in Shell Programming · Vol. 10, Issue 2, 2023 · pp. 34–38 Read article
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Overview of Different Operating Systems for IoT Constrained Devices
Abstract: The Internet of Things appeals to an incredible deal of studies and industry interest currently and is envisaged to guide numerous rising domain names and disciplines such as smart cities, health informatics, and smart sensory platforms. Operating device guide for IoT performs a pivotal function in growing scalable and interoperable packages that are dependable and efficient. IoT is carried out through each high-end and low-end device that requires working systems. …
Published in Journal of Operating Systems Development & Trends · Vol. 8, Issue 3, 2021 · pp. 7–15 Read article
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Quantum Cryptography
Abstract: Introduction to cryptography, certain cryptographic techniques, and quantum cryptography, as well as the differences between traditional and quantum cryptography, are all covered in this paper. Quantum cryptography is the science of performing cryptographic operations using quantum mechanics principles. Quantum key distribution is the most well-known example of quantum cryptography, which provides an information-theoretically secure solution to the key exchange problem. Quantum cryptography is an attempt to create a shared and …
Published in Journal of Operating Systems Development & Trends · Vol. 8, Issue 3, 2021 · pp. 20–27 Read article
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Model for an Agricultural Information System to Improve Crop Yield Using IoT
Abstract: The application of Agricultural Information Technology (AIT) in all facets of agriculture has made it the most efficient method and set of instruments for increasing agricultural production and fully using farming methods. The use of Agriculture Information Management technology, a crucial sub- technology of AIT, has a direct impact on the level of agricultural informationalization and the effectiveness of agricultural production decisions. This study provides an integration illustration of the …
Published in Journal of Open Source Developments · Vol. 9, Issue 2, 2022 · pp. 16–24 Read article
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Digiboard: An Application Based Digital Notice Board
Abstract: Abstract At present, when urgent circular/information has to be renewed in a notice board, it has to be made manually and it is observed that sticking different notices or circular day by day at different places is a difficult process as well as causes delay. Notice board or circular board is a prime display object in any government or private department/institution/society of education or any public service board situated in …
Published in Recent Trends in Electronics Communication Systems · Vol. 3, Issue 3, 2016 · pp. 19–23 Read article
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Energy Efficient Data Aggregation of Heterogeneous Network using Metaheuristic Approach
Abstract: The development of wireless sensor network results in faster technological development and its fundamental problem of network life time in the given energy constraints leads to several research study and its optimization. Sensor networks revolutionize the paradigm of collecting and processing information from diverse environments. In this paper proposed the distributed clustering optimization to determine the better network performance using the meta-heuristic approach based on Improved Harmony Search Algorithm (IHSA) …
Published in Recent Trends in Sensor Research & Technology · Vol. 1, Issue 1, 2014 · pp. 8–15 Read article
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A Review on Advancement in Sensor Technology in Structural Health Monitoring System
Abstract: Structural health monitoring (SHM) has been in existence for a century but gained attention in near past for the diagnostics and safe use of the structures. Different types of civil structures we use every day like bridges tunnels pipelines and proper monitoring is required for these structures for the long life of them. Lessons learns from the past failure of structures invented the need of structural health monitoring in the …
Published in Journal of Structural Engineering and Management · Vol. 2, Issue 3, 2015 · pp. 1–7 Read article
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DTM Generation and Avalanche Hazard Mapping using Large Format Digital Photogrammetric Data and Geomatics Technique
Abstract: The main objective of the study is Digital Terrain Model (DTM) generation from aerial photogrammetric data and identify and map the potential avalanche prone zones in Manali region. Avalanche is a dynamic hazardous phenomenon in the snow-bound mountainous terrain. Mapping of avalanche prone terrain is crucial to minimize the avalanche hazard. Nowadays, airborne data capturing technology, such as large-format Photogrammetry, has opened new vistas for the mapping of complex and …
Published in Journal of Remote Sensing & GIS · Vol. 4, Issue 2, 2013 · pp. 4–13 Read article
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Performance Analysis of Fusion Classifier of Face Recognition System based on ANN and GA
Abstract: Though a lot of significant work has been done for recognizing and improving the performance in facial pattern, most techniques have been developed based on a single classifier. But most often, the performance of the classifier is not satisfactory in some case. It has been proposed that the performance of face recognition will beimproved by fusing two or more classifiers. We can combine the information/data in different level i.e., feature …
Published in Current Trends in Information Technology · Vol. 4, Issue 1, 2014 · pp. 4–13 Read article
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Effect of Rank Based Correlation on K-Nearest Neighbour
Abstract: AbstractBecause of its simplicity, higher efficiency and effectiveness, K-nearest neighbour (KNN) isthe most popular and chosen algorithm in the last few years. It has many conveniences withthe exception of some inconvenience. In this study, we explore the correlation and dependencebetween attributes, and try to significantly improve the classification accuracy from existingalgorithm by skipping correlated attributes. To get classification accuracy, we applied thisskipping correlated attributes method in KNN ranking based classifier. …
Published in Current Trends in Information Technology · Vol. 7, Issue 2, 2017 · pp. 17–22 Read article
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Loss of Carbon Credit through Radical Change in Land Use Pattern
Abstract: Normal 0 false false false EN-US X-NONE X-NONE MicrosoftInternetExplorer4 Coastal vegetations comprise the blue carbon community of the planet Earth. The community is known for its carbon sequestering potential since long evolutionary period of time. However, rapid industrialization and urbanization have changed the landscape and land use pattern in the coastal zone that has significantly hampered the carbon storage potential of coastal producer community. It is thus a challenge of …
Published in Journal of Energy, Environment & Carbon Credits · Vol. 4, Issue 1, 2014 · pp. 9–12 Read article
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Nanocomposites for Building Construction Material
Abstract: Nanocompositesis one of the most active research areas with both novelscience and useful applications that has gradually established it in the past two decades. The recent researches on nanomaterials and nanotechnologies have highlighted the expected utilization of these materials in different fields like medication, development, vehicle industry, energy, broadcast communications and informatics. This is because of the unique qualities of materials at the nano scale. It has been shown that …
Published in Journal of Nanoscience, NanoEngineering & Applications · Vol. 11, Issue 3, 2021 · pp. 26–31 Read article
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Crop Recommendation System Using AI
Abstract: For agriculturists, the online application is useful. In recent few years, experts have become increasingly focused on solid land readiness and its strategy for a variety of reasons. The developing income for agribusiness land and soil thriving evaluation, as well as the strength of the soil, areimportant goals for improving the mark of combination of the examination area. Assessment of the health of the soil and the land, with its …
Published in Journal of Nanoscience, NanoEngineering & Applications · Vol. 13, Issue 1, 2023 · pp. 1–8 Read article
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Erosion and Sediment Yield Modeling with USLE, Arc GIS and SWAT
Abstract: The economy of most of the people in India is mainly based on rain fed agriculture. Theagriculture yield primarily depends on the availability of good productive soil and sufficientquantity of availability of water. In the past, in many areas both were available but recently itis observed that due to various abnormal natural processes and excessive human interferencein the natural processes, the soil layer with nutrient from fertile land is getting …
Published in Journal of Remote Sensing & GIS · Vol. 11, Issue 1, 2020 · pp. 55–62 Read article
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Exploration of Employees Behaviour and Ethical Climate in IT Industry: Using Ethical Climate Questionnaire (ECQ)
Abstract: Objective: This paper accentuates the validation of the multidimensional measure of Employees Behaviour that links with current changes in organisational landscape and raised desires of responsibility for IT organisations. It likewise highlights the assessment and validation of Employees Behaviour (EM) based upon the revised version of Ethical Climate Questionnaire developed by Victor and Cullen. Analysis: This study proceeds in the following manner. It starts with a literature review in Employee …
Published in OmniScience: A Multi-disciplinary Journal · Vol. 8, Issue 1, 2018 · pp. 8–12 Read article
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Information Transfer Chain in LIS Professionals
Abstract: AbstractEvery scientist forms a link in information chain. On one side, he receives information on scientific advances in his field and allied fields for which he has an interest. On the other side, he processes results of his own experiments and put into circulation for the benefit of other scientists. New scientific ideas create a chain reaction among scientists. They test the validity; try to identify the potential areas of …
Published in Journal of Advancements in Library Sciences · Vol. 2, Issue 3, 2015 · pp. 18–23 Read article
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Use of Mobile Devices by Law Faculty for teaching, learning and research: Special reference to affiliated law Colleges/law departments under Shivaji University, Kolhapur
Abstract: This paper elaborates insight details of actual use of mobile devices by law faculties for their day to day activities and their cognizance regarding the usefulness and effectiveness of mobile devices for their teaching, learning and research activities in law colleges and law departments under Shivaji University Kolhapur. The result and the findings of the study divulge that most of the respondents are agree to use and perception of mobile …
Published in Journal of Advancements in Library Sciences · Vol. 6, Issue 1, 2019 · pp. 41–48 Read article