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Journal of Machine Learning Research, ISSN 1532-4435, 01/2015, Volume 15, pp. 3221 - 3245
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 11/2014, Volume 36, Issue 11, pp. 2227 - 2240
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 12/2012, Volume 20, Issue 6, pp. 1130 - 1146
Journal Article
JOURNAL OF MACHINE LEARNING RESEARCH, ISSN 1532-4435, 10/2014, Volume 15, pp. 3221 - 3245
The paper investigates the acceleration of t-SNE an embedding technique that is commonly used for the visualization of high-dimensional data in scatter plots... 
Barnes-Hut algorithm | CODE | ERROR ESTIMATE | dual-tree algorithm | NONLINEAR DIMENSIONALITY REDUCTION | t-SNE | embedding | multidimensional scaling | OBJECT | space-partitioning trees | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Communications Letters, ISSN 1089-7798, 12/2018, Volume 22, Issue 12, pp. 2443 - 2446
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 04/2013, Volume 61, Issue 8, pp. 2009 - 2015
Journal Article
Journal of Parallel and Distributed Computing, ISSN 0743-7315, 2010, Volume 70, Issue 1, pp. 13 - 22
The scheduling and mapping of the precedence-constrained task graph to processors is considered to be the most crucial NP-complete problem in parallel and... 
Parallel processing | Evolutionary computing | Scheduling | Task partitioning | Graph algorithms | Genetic algorithms | MULTIPROCESSORS | COMPUTER SCIENCE, THEORY & METHODS | GRAPHS | Computer science | Algorithms | Universities and colleges
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 08/2012, Volume 20, Issue 4, pp. 728 - 745
Journal Article
IEEE Transactions on Emerging Topics in Computing, ISSN 2168-6750, 09/2014, Volume 2, Issue 3, pp. 267 - 279
Clustering algorithms have emerged as an alternative powerful meta-learning tool to accurately analyze the massive volume of data generated by modern... 
Algorithm design and analysis | Taxonomies | Clustering methods | Neural networks | Clustering algorithms | Big data | Partitioning algorithms | big data | unsupervised learning | COMPUTER SCIENCE, INFORMATION SYSTEMS | TELECOMMUNICATIONS | Computer Science
Journal Article
IEEE Communications Magazine, ISSN 0163-6804, 05/2018, Volume 56, Issue 5, pp. 177 - 183
Recently, rapid growth in data services has ushered in the so-called big data era, and data mining and analysis techniques have been widely adopted to extract... 
Wireless communication | Algorithm design and analysis | Clustering algorithms | Data models | Partitioning algorithms | Delays | Channel models | Algorithms | State-of-the-art reviews | Data management | Big Data | Modelling | Data mining | Clustering
Journal Article
Mechanical Systems and Signal Processing, ISSN 0888-3270, 2010, Volume 24, Issue 8, pp. 2947 - 2960
Three new mutual information algorithms are raised for time delay in the phase space reconstruction process. Firstly, Cellucci’s mutual information algorithm... 
Maximal Lyapunov exponent | Time delay | Phase space reconstruction | Mutual information | LYAPUNOV EXPONENTS | TIME-SERIES | ENGINEERING, MECHANICAL | Analysis | Algorithms | Reconstruction | Lyapunov exponents | Partitioning | Planes | Mathematical analysis | Series (mathematics) | Optimization
Journal Article
IEEE/ACM Transactions on Computational Biology and Bioinformatics, ISSN 1545-5963, 01/2009, Volume 6, Issue 1, pp. 144 - 157
Journal Article
IEEE Transactions on Control of Network Systems, ISSN 2325-5870, 03/2014, Volume 1, Issue 1, pp. 40 - 52
This paper studies the problem of controlling complex networks, i.e., the joint problem of selecting a set of control nodes and of designing a control input to... 
Measurement | Autonomous system | Symmetric matrices | distributed control | Complex networks | network partitioning | Controllability | Eigenvalues and eigenfunctions | Observability | complex networks | controllability
Journal Article
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 03/2012, Volume 58, Issue 3, pp. 1731 - 1742
Journal Article
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