Results 31 to 40 of about 22,397,908 (376)
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting [PDF]
AAAI Conference on Artificial Intelligence, 2020 Many real-world applications require the prediction of long sequence time-series, such as electricity consumption planning. Long sequence time-series forecasting (LSTF) demands a high prediction capacity of the model, which is the ability to capture ...
Haoyi Zhou +6 more
semanticscholar +1 more source
Branch Less, Cut More and Schedule Jobs with Release and Delivery Times on Uniform Machines
Mathematics, 2021 We consider the problem of scheduling n jobs with identical processing times and given release as well as delivery times on m uniform machines. The goal is to minimize the makespan, i.e., the maximum full completion time of any job.
Nodari Vakhania, Frank Werner
doaj +1 more source
Online algorithms for scheduling transactions on python software transactional memory [PDF]
Serbian Journal of Electrical Engineering, 2019 Designing online transaction scheduling algorithms is challenging because one needs to reconcile three opposing requirements: (i) they should be fast, (ii) they should minimize make span and maximize throughput, and (iii) they should produce ...
Popović Marko +3 more
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Quantum Linear System Algorithm for General Matrices in System Identification
Entropy, 2022 Solving linear systems of equations is one of the most common and basic problems in classical identification systems. Given a coefficient matrix A and a vector b, the ultimate task is to find the solution x such that Ax=b.
Kai Li +6 more
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Time-Reversibility, Causality and Compression-Complexity [PDF]
Entropy, 2021 Detection of the temporal reversibility of a given process is an interesting time series analysis scheme that enables the useful characterisation of processes and offers an insight into the underlying processes generating the time series. Reversibility detection measures have been widely employed in the study of ecological, epidemiological and ...
Aditi Kathpalia, Nithin Nagaraj
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Hybrid Fuzzy C-Means Clustering Algorithm Oriented to Big Data Realms
Axioms, 2022 A hybrid variant of the Fuzzy C-Means and K-Means algorithms is proposed to solve large datasets such as those presented in Big Data. The Fuzzy C-Means algorithm is sensitive to the initial values of the membership matrix.
Joaquín Pérez-Ortega +6 more
doaj +1 more source
Time in the Age of Complexity [PDF]
Time & Society, 2007 Technically mediated forms of interconnectivity and communication are sustaining complex arrangements through which are emerging more dynamic and interdependent physical-digital relations. This article examines the intensification of time through the lens of complexity theory and argues that increasingly networked infrastructures are moving towards an
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Complex Times, Complex Time: The Pandemic, Time‐Based Theorizing and Temporal Research in Management and Organization Studies [PDF]
Journal of Management Studies, 2021 The Covid-19 pandemic brings time to the foreground as a multidimensional force that pervades diverse phenomena. For example,‘flattening the curve’–the key crisis management strategy pursued by many governments–is about slowing down the spread of the virus so that hospitals gain time to ramp up capacities and to heal patients without overflowing ...
Kunisch, Sven +2 more
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In‐Memory Eigenvector Computation in Time O(1)
Advanced Intelligent Systems, 2020 In‐memory computing with cross‐point resistive memory arrays has gained enormous attention to accelerate the matrix‐vector multiplication in the computation of data‐centric applications.
Zhong Sun +4 more
doaj +1 more source
Time Complexity of Decentralized Fixed-Mode Verification [PDF]
, 2010 Given an interconnected system, this note is concerned with the time complexity of verifying whether an unrepeated mode of the system is a decentralized fixed mode (DFM).
Lavaei, Javad, Sojoudi, Somayeh
core +1 more source