Search Results - "Soni, Sunita"

Generation of synthetic datasets using weighted bayesian association rules in clinical world by Kharya, Shweta, Soni, Sunita, Swarnkar, Tripti

“…Machine learning applications in the clinical domain are speedily changing the health care sector with refinement in cost and quality of service. Still,…”
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Fuzzy weighted Bayesian belief network: a medical knowledge-driven Bayesian model using fuzzy weighted rules by Kharya, Shweta, Soni, Sunita, Swarnkar, Tripti

“…In this current work, Weighted Bayesian Association rules using the Fuzzy set theory are proposed with the new concept of Fuzzy Weighted Bayesian Association…”
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Time series forecasting for uni- variant data using hybrid GA-OLSTM model and performance evaluations by Thakur, Nisha, Karmakar, Sanjeev, Soni, Sunita

“…Time series forecasting of uni-variant rainfall data is done using a hybrid genetic algorithm integrated with optimized long-short term memory (GA-OLSTM)…”
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GENERIC APPROACH OF MEASURING TEXT SEMANTIC SIMILARITY by Dhagat, Richa, Rawal, Arpana, Soni, Sunita

“…Text Semantic Similarity can be viewed as one of the challenging tasks as evident from current profound interest in NLP research community that has created…”
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Weighted Bayesian Belief Network for diabetics: a predictive model by Kharya, Shweta, Soni, Sunita, Pati, Abhilash, Panigrahi, Amrutanshu, Giri, Jayant, Qin, Hong, Mallik, Saurav, Nayak, Debasish Swapnesh Kumar, Swarnkar, Tripti

“…Diabetes is an enduring metabolic condition identified by heightened blood sugar levels stemming from insufficient production of insulin or ineffective…”
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Self-assessment of the outcome of early medical abortion versus clinic follow-up in India: a randomised, controlled, non-inferiority trial by Iyengar, Kirti, Dr, Paul, Mandira, MSc, Iyengar, Sharad D, MD, Klingberg-Allvin, Marie, PhD, Essén, Birgitta, MD, Bring, Johan, Prof, Soni, Sunita, MSc, Gemzell-Danielsson, Kristina, Prof

“…Summary Background The need for multiple clinical visits remains a barrier to women accessing safe legal medical abortion services. Alternatives to routine…”
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Acceptability of Home-Assessment Post Medical Abortion and Medical Abortion in a Low-Resource Setting in Rajasthan, India. Secondary Outcome Analysis of a Non-Inferiority Randomized Controlled Trial by Paul, Mandira, Iyengar, Kirti, Essén, Birgitta, Gemzell-Danielsson, Kristina, Iyengar, Sharad D, Bring, Johan, Soni, Sunita, Klingberg-Allvin, Marie

“…Studies evaluating acceptability of simplified follow-up after medical abortion have focused on high-resource or urban settings where telephones, road…”
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Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control by Soni, Ravikant, Soni, Sunita, Nagwanshi, Kapil Kumar

“…In the need for an efficient traffic management system, this paper introduces the Integrated Traffic Analysis and Optimization (ITAO) methodology. This…”
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Optimized Homomorphic Encryption (OHE) algorithms for protecting sensitive image data in the cloud computing environment by Dewangan, Revati Raman, Soni, Sunita, Mishal, Ashish

“…This research aims to enhance photo encryption security by developing a sophisticated technique. This method uses homomorphic encryption to address challenges…”
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Weighted Bayesian Belief Network: A Computational Intelligence Approach for Predictive Modeling in Clinical Datasets by Kharya, Shweta, Onyema, Edeh Michael, Zafar, Aasim, Wajid, Mohd Anas, Afriyie, Rockson Kwasi, Swarnkar, Tripti, Soni, Sunita

“…There are growing concerns about the mortality due to Breast cancer many of which often result from delayed detection and treatment. So an effective…”
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Negotiating Collective and Individual Agency: A Qualitative Study of Young Women’s Reproductive Health in Rural India by Paul, Mandira, Essén, Birgitta, Sariola, Salla, Iyengar, Sharad, Soni, Sunita, Klingberg Allvin, Marie

“…The societal changes in India and the available variety of reproductive health services call for evidence to inform health systems how to satisfy young women’s…”
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Negotiating Collective and Individual Agency by Paul, Mandira, Essén, Birgitta, Sariola, Salla, Iyengar, Sharad, Soni, Sunita, Klingberg Allvin, Marie

“…The societal changes in India and the available variety of reproductive health services call for evidence to inform health systems how to satisfy young women's…”
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Negotiating Collective and Individual Agency: A Qualitative Study of Young Women’s Reproductive Health in Rural India by Paul, Mandira, Essén, Birgitta, Sariola, Salla, Iyengar, Sharad, Soni, Sunita, Klingberg Allvin, Marie

“…The societal changes in India and the available variety of reproductive health services call for evidence to inform health systems how to satisfy young women’s…”
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Acceptability of Home-Assessment PostMedical Abortion and Medical Abortion in aLow-Resource Setting in Rajasthan, India: Secondary Outcome Analysis of a Non-Inferiority Randomized Controlled Trial by Paul, Mandira, Iyengar, Kirti, Essén, Birgitta, Gemzell-Danielsson, Kristina, Iyengar, Sharad D, Bring, Johan, Soni, Sunita, Klingberg-Allvin, Marie

“…Background Studies evaluating acceptability of simplified follow-up after medical abortion have focused on high-resource or urban settings where telephones,…”
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Report on Cryptographic Hardware Design using Vedic Mathematics by Singh, Saurabh, Soni, Sunita

“…In general, cryptography is concerned with using complex mathematical operations to encrypt and decode a communication. Most of the time, complex mathematical…”
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Weighted Bayesian Association Rule Mining Algorithm to Construct Bayesian Belief Network by Kharya, Shweta, Soni, Sunita, Swarnkar, Tripti

“…Bayesian network is an appropriate tool to work with the unpredictability and causality which arises in Clinical Domain. A Bayesian network can learn from…”
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Usage of Nearest Neighborhood, Decision Tree and Bayesian Classification Techniques in Development of Weight Management Counseling System by Soni, S., Pillai, J.

“…Case based reasoning (CBR) is an approach for solving a new problem by remembering a previous similar situation and by reusing information and knowledge of…”
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An associative classifier using weighted association rule by Soni, S., Pillai, J., Vyas, O.P.

“…New classification approach that use association rule mining and classification has become a significant tool for knowledge discovery. An important advantage…”
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