Suchergebnisse - "Mathematical Applications in Computer Science"
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Customer churn prediction in telecom using machine learning in big data platform
ISSN: 2196-1115, 2196-1115Veröffentlicht: Cham Springer International Publishing 20.03.2019Veröffentlicht in Journal of big data (20.03.2019)“… The main contribution of our work is to develop a churn prediction model which assists telecom operators to predict customers who are most likely subject to churn …”
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Energy estimate for Oldroyd-B model under Tresca boundary condition: scheme preserving properties
ISSN: 2238-3603, 0377-0427, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.12.2024Veröffentlicht in Computational & applied mathematics (01.12.2024)“… This paper is concerned with the design of a numerical scheme that preserves; the symmetry, positive definiteness, and a priori estimate for the Oldroyd-B …”
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Study of the well-posedness and decay rates for Rao–Nakra sandwich beam models subject to a single internal infinite memory and Dirichlet–Neumann boundary conditions: Study of the well-posedness and decay rates
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.03.2025Veröffentlicht in Computational & applied mathematics (01.03.2025)“… –Bernoulli equation on an open bounded interval of R subject to homogeneous Dirichlet–Neumann boundary conditions …”
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Well-posedness of the shooting algorithm for control-affine problems with a scalar state constraint
ISSN: 2238-3603, 0377-0427, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.07.2023Veröffentlicht in Computational & applied mathematics (01.07.2023)“… We deal with a control-affine problem with scalar control subject to bounds, a scalar state constraint and endpoint constraints of equality type …”
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Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques
ISSN: 2196-1115, 2196-1115Veröffentlicht: Cham Springer International Publishing 22.02.2024Veröffentlicht in Journal of big data (22.02.2024)“… The flourishing realm of advanced driver-assistance systems (ADAS) as well as autonomous vehicles (AVs) presents exceptional opportunities to enhance safe …”
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Traffic flow estimation with data from a video surveillance camera
ISSN: 2196-1115, 2196-1115Veröffentlicht: Cham Springer International Publishing 07.08.2019Veröffentlicht in Journal of big data (07.08.2019)“… This subject area is in early development, and the focus of this work is only one of the busiest crossroads in city Chelyabinsk, Russia …”
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A note on the solution to the random Burgers–Riemann problem subject to independent and uniformly distributed initial conditions
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.02.2023Veröffentlicht in Computational & applied mathematics (01.02.2023)“… This paper aims to discuss Burgers’ equation with random Riemann initial conditions. We provide closed-form results for the first probability density function …”
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Multi-criteria decision-making method based on an integrated model using T-spherical fuzzy aczel-alsina prioritized aggregation operators: Multi-criteria decision-making method based
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.06.2025Veröffentlicht in Computational & applied mathematics (01.06.2025)“… t -spherical fuzzy sets ( t -SFSs) provide a generalized framework for representing data uncertainties through membership, neutral, and non-membership degrees, …”
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Dynamics analysis and numerical simulations of a delayed stochastic epidemic model subject to a general response function
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.06.2019Veröffentlicht in Computational & applied mathematics (01.06.2019)“… This paper proposes a new delayed stochastic epidemic model with double epidemic hypothesis and a general nonlinear response function. The main purpose is to …”
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Secure synchronization and identification for fractional complex networks with multiple weight couplings under DoS attacks
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.06.2022Veröffentlicht in Computational & applied mathematics (01.06.2022)“… This paper is concerned with the secure synchronization and topology identification for fractional complex networks (FCNs) with multiple weight couplings under …”
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Revisit of two-circular-holes problem subject to anti-plane remote shear
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.06.2024Veröffentlicht in Computational & applied mathematics (01.06.2024)“… In this paper, we derive the solution of anti-plane deformation for two circular cylindrical holes embedded in an elastic matrix of infinite extent under …”
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Self-dual and LCD double circulant codes over a class of non-local rings
ISSN: 2238-3603, 0101-8205, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.09.2022Veröffentlicht in Computational & Applied Mathematics (01.09.2022)“… Let F q be a finite field of order q = p m , where p is an odd prime. This paper presents the study of self-dual and LCD double circulant codes over a class of …”
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Results on passivity analysis of delayed fractional-order neural networks subject to periodic impulses via refined integral inequalities
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.06.2022Veröffentlicht in Computational & applied mathematics (01.06.2022)“… This manuscript is concerned with analysing the passiveness of fractional-order neural networks with parameter uncertainties, delays, and periodic impulses …”
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Weighted aggregation operators of fuzzy credibility numbers and their decision-making approach for slope design schemes
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.06.2021Veröffentlicht in Computational & applied mathematics (01.06.2021)“… In fuzzy decision-making problems, existing fuzzy decision-making methods only indicate fuzzy assessment values but lack the degrees/levels of credibility …”
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Reconstructing an unknown potential term in the third-order pseudo-parabolic problem
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.06.2021Veröffentlicht in Computational & applied mathematics (01.06.2021)“… The inverse problem of identifying the time-dependent potential term along with the temperature in a third-order pseudo-parabolic equation with initial and …”
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Finite-time dissipative control of uncertain singular T–S fuzzy time-varying delay systems subject to actuator saturation
ISSN: 2238-3603, 1807-0302Veröffentlicht: Cham Springer International Publishing 01.09.2020Veröffentlicht in Computational & applied mathematics (01.09.2020)“… This paper investigates the dissipative-based finite-time control for uncertain singular T–S fuzzy time-varying delay system affected by actuator saturation …”
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Arabic text summarization using deep learning approach
ISSN: 2196-1115, 2196-1115Veröffentlicht: Cham Springer International Publishing 11.12.2020Veröffentlicht in Journal of big data (11.12.2020)“… The new methods of text summarization are subject to a sequence-to-sequence framework of encoder …”
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DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network
ISSN: 2196-1115, 2196-1115Veröffentlicht: Cham Springer International Publishing 01.12.2024Veröffentlicht in Journal of big data (01.12.2024)“… Non-Insulin-Dependent Diabetes Mellitus (NIDDM) is a chronic health condition caused by high blood sugar levels, and if not treated early, it can lead to …”
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Short-term photovoltaic power production forecasting based on novel hybrid data-driven models
ISSN: 2196-1115, 2196-1115Veröffentlicht: Cham Springer International Publishing 01.12.2023Veröffentlicht in Journal of big data (01.12.2023)“… The uncertainty associated with photovoltaic (PV) systems is one of the core obstacles that hinder their seamless integration into power systems. The …”
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Theory-driven or process-driven prediction? Epistemological challenges of big data analytics
ISSN: 2196-1115, 2196-1115Veröffentlicht: Cham Springer International Publishing 23.06.2017Veröffentlicht in Journal of big data (23.06.2017)“… However, nowadays big data analytics (BDA) is able to deliver predictions based on executing a sequence of data processing while seemingly abstaining from being theoretically informed about the subject matter …”
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