Search Results - "Heidari, Hanif"

A Method for Estimating the Entropy of Time Series Using Artificial Neural Networks by Velichko, Andrei, Heidari, Hanif

“…Measuring the predictability and complexity of time series using entropy is essential tool designing and controlling a nonlinear system. However, the existing…”
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Predicting changes in Bitcoin price using grey system theory by Faghih, Mahboubeh Mohammadi Jalali, Heidari, Hanif

“…Bitcoin is currently the leading global provider of cryptocurrency. Cryptocurrency allows users to safely and anonymously use the Internet to perform digital…”
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Predicting long-term electricity prices using modified support vector regression method by Abroun, Mehdi, Jahangiri, Alireza, Shamim, Ahmad Ghaderi, Heidari, Hanif

“…The energy market operates in a highly deregulated and competitive environment, where electricity price plays a crucial role. Forecasting electricity prices…”
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Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation by Velichko, Andrei, Belyaev, Maksim, Izotov, Yuriy, Murugappan, Murugappan, Heidari, Hanif

“…Entropy measures are effective features for time series classification problems. Traditional entropy measures, such as Shannon entropy, use probability…”
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Analyzing the effects of congestion on planning time index – Grey models vs. random forest regression by Shahriar Afandizadeh Zargari, Navid Amoei Khorshidi, Hamid Mirzahossein, Hanif Heidari

“…Travel time and its predictability level are important factors influencing travel behavior and the role of traffic congestion as an important factor in the…”
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An optimized grey transition Verhulst method by Heidari, Hanif, Zeng, Bo

“…The first-order grey model is appropriate for monotonic time series, while the grey Verhulst model is appropriate for periodic time series. The grey Verhulst…”
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Novel techniques for improving NNetEn entropy calculation for short and noisy time series by Heidari, Hanif, Velichko, Andrei, Murugappan, Murugappan, Chowdhury, Muhammad E. H.

“…Entropy is a fundamental concept in the field of information theory. During measurement, conventional entropy measures are susceptible to length and amplitude…”
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Port-Hamiltonian modelling of nonlocal longitudinal vibrations in a viscoelastic nanorod by Heidari, Hanif, Zwart, H.

“…Analysis of nonlocal axial vibration in a nanorod is a crucial subject in science and engineering because of its wide applications in nanoelectromechanical…”
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Applying Data Mining Technique in order to Categorize the Target Users of the Central Library of Isfahan University of Technology (Studying the Motives and Information Seeking Behaviors of Them) by Atefeh badr, Sedigheh Mohammad esmaeil, Hanif Heidari

“…The present study classifies target users of Central Library of Isfahan to identify their behaviors and information needs. The research uses applied and…”
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An improved LogNNet classifier for IoT application by Heidari, Hanif, Velichko, Andrei

“…J. Phys.: Conf. Ser. 2094 032015 (2021) In the age of neural networks and Internet of Things (IoT), the search for new neural network architectures capable of…”
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A Method for Estimating the Entropy of Time Series Using Artificial Neural Networks by Velichko, Andrei, Heidari, Hanif

“…Entropy 2021, 23, 1432 Measuring the predictability and complexity of time series using entropy is essential tool de-signing and controlling a nonlinear…”
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Heart Disease Detection using Quantum Computing and Partitioned Random Forest Methods by Heidari, Hanif, Hellstern, Gerhard, Murugappan, Murugappan

“…Heart disease morbidity and mortality rates are increasing, which has a negative impact on public health and the global economy. Early detection of heart…”
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Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation by Velichko, Andrei, Belyaev, Maksim, Izotov, Yuriy, Murugappan, Murugappan, Heidari, Hanif

“…Algorithms 2023, 16, 255 Entropy measures are effective features for time series classification problems. Traditional entropy measures, such as Shannon…”
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Novel techniques for improving NNetEn entropy calculation for short and noisy time series by Heidari, Hanif, Velichko, Andrei, Murugappan, Murugappan, Chowdhury, Muhammad E. H

“…Entropy is a fundamental concept in the field of information theory. During measurement, conventional entropy measures are susceptible to length and amplitude…”
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Artificial magnetic nano-swimmer in drug delivery by Malek, Alaeddin, Heidari, Hanif, Vali, Maryam

“…In this paper a nano-swimmer with length between 10 to 100nm consisting of a motor, filament and hinged boundaries is controlled by mathematical simulations…”
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