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    Chapter and Conference Paper

    Prediction of Stock Price Movements Using Statistical and Hybrid Regression Techniques to Reduce Diversify Risk

    The situation of Over-Fitting occurs when model tries to study the features of data in details and found some noise in data to some extent in training phase that hamper the performance of the model in new upco...

    Bhupinder Singh, Santosh Kumar Henge in Intelligent and Fuzzy Systems (2022)

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    Chapter and Conference Paper

    Evaluation of Neural Fuzzy Inference System and ML Algorithms for Prediction of Nifty Large Cap Companies Based Stock Values

    In this paper, we will evaluate the performance of five machine learning algorithms on large cap ten NIFTY50 companies. Author has implied a 10 year historical dataset that is utilized from yahoo finance and i...

    Bhupinder Singh, Santosh Kumar Henge in Intelligent and Fuzzy Techniques for Emerg… (2022)

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    Chapter and Conference Paper

    The Computation Trend of Fuzzy Rules for Effective Decision Support Mechanism on Basis of Supervised Learning for Multiple Periods

    This paper elaborates the attempt to measure the performance of neural fuzzy inference systems along with five different machine-learning algorithms for a 10-year dataset. Several models developed with machine...

    Bhupinder Singh, Santosh Kumar Henge in Intelligent and Fuzzy Systems (2022)

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    Chapter and Conference Paper

    Heart Disease Prediction and Hybrid GANN

    Cardiac arrest is an incurable heart incongruity and requires special treatment and cure. It has been a keen research area for many years and number of researchers across the globe are devoted toward finding t...

    Rahul Kumar Jha, Santosh Kumar Henge in Intelligent and Fuzzy Techniques for Emerg… (2022)

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    Chapter and Conference Paper

    Neural Fuzzy Inference Hybrid System with Support Vector Machine for Identification of False Singling in Stock Market Prediction for Profit Estimation

    The Stock market prediction is one of the biggest challenges in the global market. The volatility in the movement of stock prices deteriorates the interest of the investor and trader. The main reason of weakne...

    Bhupinder Singh, Santosh Kumar Henge in Intelligent and Fuzzy Techniques: Smart an… (2021)

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    Chapter and Conference Paper

    Blended Environment of Naive Bayes and Support Vector Machine (SVM) for Designing Simulation Based E-Learning Respiratory System

    Learning process has become smart with use of technology termed as E-Learning. Simulation based E-Learning revolutionized the education world where the learners enjoy learning process as a playful-act because...

    Anuradha Verma Babbar, Santosh Kumar Henge in Intelligent and Fuzzy Techniques: Smart an… (2021)