S. Vinila Jinny
Noorul Islam University
Data securityWireless networkStatistical classificationThe InternetMachine learningInformation technologySupport vector machineMulticlass classificationData miningArduinoAnomaly-based intrusion detection systemDocument Object ModelFeature selectionEncryptionRedundancy (engineering)Conditional random fieldArtificial intelligenceHidden node problemData structurePower (physics)Set (psychology)Automotive engineeringAuthenticationMicrocontrollerLight-emitting diodeIntensive care medicineCUSUMPattern recognitionNetwork securityClustering high-dimensional dataCloud computing securityStandardizationAssociation rule learningRange (mathematics)Medical physicsManagement systemElectricityNegationWireless sensor networkData qualityBiopsyFine-needle aspirationSputumSecrecyTimerMisuse detectionStreet lightComorbidityNetwork serviceFuzzy ruleMammographyTuberculosisSuffix treeNeuro-fuzzySmear microscopyCurrent technologyCleaning methodsCommunicable diseaseCoronary heart diseaseComputer networkData integrityIntrusion detection systemComputer securityCorporate governanceComputer scienceDigital imageProcess (engineering)ComputationEnsemble learningNode (networking)ScalabilityAcronymVirtualizationNaive Bayes classifierWireless Application ProtocolFeature extractionDigital signalBreast cancerRespiratory systemEvent (computing)Carrier sense multiple access with collision avoidancePerceptronFalse positive paradoxSentiment analysisGradient boostingMedicineCluster analysisAnomaly detectionDifferential evolutionData redundancyMargin (machine learning)Identification (information)Real-time computingCloud computingSelection (genetic algorithm)Feature vectorBlood pressureDecision treeHyperparameterGenetic algorithmProtocol (object-oriented programming)
14Publications
2H-index
27Citations
Publications 14
Newest
#1R. PreethaH-Index: 1
#2S. Vinila Jinny (Noorul Islam University)H-Index: 2
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In recent years, breast cancer is recognized as critical disease that needs to be detected at early stage. Breast cancer can be detected either by mammography or biopsy technique. Biopsy is cost effective procedure for breast cancer detection. Fine needle aspiration (FNA) digital image is pre-processed and extracted features from it used for classification. Based on the parameters of feature attributes, they are classified into two classes: malignant (cancerous) and benign (not cancerous) tumor ...
3 CitationsSource
#1R. Preetha (Noorul Islam University)H-Index: 1
#2S. Vinila Jinny (Noorul Islam University)H-Index: 2
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Abstract null null Breast-cancer, which seems to be the main disease causing dramatic affection for women in particular, is an important global concern nowadays for women. Breast-cancer diagnosis in earlier stages must save somebody's career as well as the considerable range of conditions of Breast-cancer is improved day by day by inappropriate diet, contamination and improper style of life, and other genetic disorders. The primary source of infection is the breast severity in the breast region,...
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#1R L Priya (Noorul Islam University)
#2S. Vinila Jinny (Noorul Islam University)H-Index: 2
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#2S. Vinila Jinny (Noorul Islam University)H-Index: 2
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Cloud computing is still identified as an essential information technology whose usage and interests have risen to the brim. The application of cloud computing is witnessed to be characterized by increased interest. As a result, efforts have been made by various bodies of concern with the view of evaluating the current security trends to identify the threats and solve them. A good example is as observed with the ENISA organization that is concerned with matters regarding the security for informa...
1 CitationsSource
#2S. Vinila Jinny (Noorul Islam University)H-Index: 2
Last. Yash Vijay Mate (Vivekanand Education Society's Institute of Technology)
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Coronary Heart Disease (CHD) is one of the major causes of morbidity and mortality worldwide. According to the World Health Organization (WHO) survey, Cardiac arrest accounts for more deaths annually than any other cause. But the silver lining over here is that heart related diseases are highly preventable, if simple lifestyle modifications are carried out. However, it is a challenging factor to identify high risk heart patients at times due to other comorbidity factors such as diabetes, high bl...
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Sentiment analysis has become an important opinion mining technique; in recent years, it becomes one of the most interesting fields in artificial intelligence. Pre-processing is considered as a significant stage in sentiment analysis, but it is not given much attention in the literature or models. The data which are collected from different sources might contain redundant and duplicates; it needs to undergo some detection process for any occurrence of redundancy in the datasets. This paper revie...
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Tuberculosis (TB) is the deadliest, communicable disease and can nearly affect all the parts of our body. To diagnose this disease, there are various tests available such as chest X-rays and TB skin tests. The most commonly used tool for TB detection is the sputum smear microscopy (SSM) which is less costly. The specimens are stained using Ziehl–Neelsen and are then examined by the technicians for any microbes. Detection of bacilli from stained sputum images manually is a lengthy, far-reaching p...
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#1P. P. Fathima Dheena (Noorul Islam University)H-Index: 1
#2Greema S. Raj (Noorul Islam University)H-Index: 1
Last. S. Vinila Jinny (Noorul Islam University)H-Index: 2
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The aim of automated streetlight management system using IOT is the conservation of energy by reducing electricity wastage as well as to reduce the manpower. Streetlights are the elemental part of any city since it facilitates better night visions, secure roads, and exposure to public areas but it consumes a quite large proportion of electricity. In the manual streetlight system lights its powered from sunset to sunrise with maximum intensity even when there is sufficient light available. This e...
22 CitationsSource
#1R. PreethaH-Index: 1
#2S. Vinila Jinny (Noorul Islam University)H-Index: 2
In information processing industry, mining techniques plays a major role to analyze the huge dataset. Information/Data-Mining is a extraction-progression meaningful information from the dataset. The major steps in data mining are pre-processing, mining and result validation. Classification is one of an important methodology to detect disease for the humans. There are lots of algorithms for classification. Feature selection is a useful method for classification and clustering. This work aims to c...
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#1Y. Jeya Sheela (Noorul Islam University)H-Index: 1
#2S. H. Krishnaveni (Noorul Islam University)H-Index: 2
Last. S. Vinila Jinny (Noorul Islam University)H-Index: 2
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In the current technology evolution of various applications of data mining requires efficiency which can be achieved in various ways by improving the steps of the data mining techniques. Current research shows a wide opening in the step that uses data structure of data mining methodology. Data mining deals with large database of various formats. Processing of this data requires multiple scans which increases computational time. Using data structures, the computation operations involved in the da...
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