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Advanced Machine Learning Applications in Big Data Analytics
| Advanced Machine Learning Applications in Big Data Analytics |
| Publication | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Physical description | 1 online resource (654 p.) |
| Topical subject |
History of engineering & technology
Technology: general issues |
| Uncontrolled subject |
1D quadratic chaotic system
adaptive learning adversarial attacks ARMA attentional mechanisms BaaS system bagging model behavior detection blockchain consensus algorithm border patrol BP butterfly optimization algorithm capacitated vehicle routing planning CBAM CBCFI classification algorithms cloud clustering algorithms CNN color image combined prediction model community clustering complementary ensemble empirical mode decomposition (CEEMD) composite multi-scale dispersion entropy computer vision concept drift confidentiality management convolutional neural networks coupled map lattice COVID-19 crisscross search data stream mining deep belief network deep feature deep learning design science research differential evolution digital archives disease classification DNA coding DNA computing DNA sequences design document classification dual-update strategy ELM embedding propagation emotion-cause pair extraction energy storage error coefficient event extraction event trigger words event type extreme learning machine fault diagnosis feature selection financial time series forecasting flight safety forecasting forex GA generative adversarial network global optimization GM graph attention network graph convolutional network graph neural network gravity search hash function health Hemerocallis citrina Baroni heterogeneous graph hierarchical clustering hierarchical model high-plateau flight hybrid model hyperspectral image classification image classification image encryption improved matrix particle swarm optimization algorithm (IMPSO) incremental learning information system information systems infrared Jaccard distance KNN least squares method lightweight neural networks long short-term memory network machine learning maturity detection mean absolute error mean-semivariance model membership grade meta-heuristic model predictive control multi-behavior recommendation multi-strategy MultiRocket n/a neural architecture search neural networks NLP object detection online learning opposition-based learning output optimization overseas Chinese associations particle swarm optimization peak shaving and frequency regulation performance analysis pilot abnormal behavior pixel level polymorphic mapping portfolio optimization principal component analysis PROPHET PSO quantum dynamics quick access recorder random replacement ridge regression saving mileage sequential recommendation service level agreement short-term traffic-flow forecasting signal-to-noise ratio distance sliding window spatial-temporal systems splicing model stacking model stock announcement news stock return support vector machine support vector machine swarm intelligence support vector machines swarm intelligence talent stability prediction target detection time series time series classification tomato leaf traffic flow forecasting transaction priority variational mode decomposition warning system whale optimization algorithm YOLOv4 algorithm YOLOv5 algorithm |
| Format | Language material  |
| Bibliographic level | Monograph |
| Language | eng |
| Record Nr. | UNINA-9910743276603321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Language material | ||
| You will find it: Univ. Federico II | ||
| ||
Computation in Complex Networks
| Computation in Complex Networks |
| Author | Pizzuti Clara |
| Publication | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Physical description | 1 online resource (352 p.) |
| Topical subject | Technology: general issues |
| Uncontrolled subject |
active learning
angiogenesis Bayesian networks bridging centrality cascading failures chaotic time series chimera states city interaction network cloud computing architecture community detection complex network complex networks complex system simulation computational biology convergence coupled map lattice cross-domain recommendation cross-entropy data mining disjoint nodes disjunct nodes dissimilarity spaces entropy evolution model Gaussian mixture model genre classification graph neural network graph neural networks graph representation learning information diffusion information spreading inverse preferential attachment kernel methods knowledge evolution language development language networks latent sentiment review feature lemmatization literary works machine learning maximum likelihood maximum mean discrepancy membrane algorithm minimum memory based sign adjustment modularity multilayer complex networks n/a network embedding network growth network properties network topology nilpotent matrix node classification node similarity non-linear mapping null models NW network online social networks optimization overlapping communities overlapping nodes preferential attachment protein contact networks QoS-based service selection renormalisation process SciSci self-organizing map network semantic search framework sentiment analysis service-oriented modeling social media social networks socio-ecological system spreading control stability structural balance stylistic attributes support vector machines systems biology variational autoencoder variational inference |
| Format | Language material |
| Bibliographic level | Monograph |
| Language | eng |
| Record Nr. | UNINA-9910557395103321 |
Pizzuti Clara
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Language material | ||
| You will find it: Univ. Federico II | ||
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Cryptography and Its Applications in Information Security
| Cryptography and Its Applications in Information Security |
| Author | Assad Safwan El |
| Publication | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Physical description | 1 online resource (202 p.) |
| Topical subject |
History of engineering & technology
Technology: general issues |
| Uncontrolled subject |
3D chebyshev
asymmetric asymmetric algorithm authorization model bit independence bit independence criterion blockchain chaos-based stream cipher communication complexity computationally biased coupled map lattice cryptography digital cash digital copyright management federated learning FPGA framework homomorphic encryption intermittent jumping intrusion detection systems limited computational power logistic machine learning multi-chaos museum n/a performance privacy privacy preserving public key exchange RC4 security skew-tent smart contract SPCNG stream cipher |
| Format | Language material |
| Bibliographic level | Monograph |
| Language | eng |
| Record Nr. | UNINA-9910566470303321 |
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Assad Safwan El
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Language material | ||
| You will find it: Univ. Federico II | ||
| ||