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Machine Learning in Tribology
| Machine Learning in Tribology |
| Autore | Tremmel Stephan |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (208 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
amorphous carbon coatings
analysis artificial intelligence artificial neural networks bearing fault diagnosis BERT cage instability condition monitoring Convolutional Neural Network (CNN) data mining databases digital twin dynamic friction evolutionary algorithms fault data generation feature engineering Gaussian processes Generative Adversarial Network (GAN) gradient boosting laser surface texturing machine learning meta-modeling monitoring n/a natural language processing neural networks optimization PINN prediction random forest random forest classifier reduced order modelling regression remaining useful life reynolds equation rolling bearing dynamics rolling bearings rubber seal applications self-lubricating journal bearings semi-supervised learning structure-borne sound tensor decomposition texturing during moulding total knee replacement tribAIn tribo-informatics tribo-testing triboinformatics tribology UHWMPE unbalanced datasets |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576887003321 |
Tremmel Stephan
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Machine Learning Methods with Noisy, Incomplete or Small Datasets
| Machine Learning Methods with Noisy, Incomplete or Small Datasets |
| Autore | Solé-Casals Jordi |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (316 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
artificial intelligence
Artificial Neural Network auto-encoders binarization COVID19 data augmentation data science deep learning dengue digital-gap Discrete Cosine Transform (DCT) Discrete Fourier Transform (DFT) Discriminant Analysis educational data empirical mode decomposition episodic memory Extreme Learning Machines (ELM) feature elimination feature engineering feature extraction feature importance feature selection few-shot learning functional connectivity functional magnetic resonance imaging gender-gap graph model hierarchical clustering image generation imperfect dataset independent component analysis intelligent decision support Internet of Things (IoT) label correlations machine learning machine translation Markov Chain Monte Carlo (MCMC) multifrequency impedance neural network noise elimination noisy datasets non-negative matrix factorization ontology open contours optimization pairwise evaluation Parkinson's disease permutation-variable importance persistent entropy policy-making support prediction preprocessing recurrent neural network root canal measurement semi-supervised learning shadow detection shadow estimation similarly shaped fish species single sample per person small data-sets small datasets small sample learning smart building social vulnerability sound event detection space consistency sparse representations support-vector machine tensor completion tensor decomposition topological data analysis ultrasound images weighted interpolation map |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557324603321 |
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Solé-Casals Jordi
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Multiscale Entropy Approaches and Their Applications
| Multiscale Entropy Approaches and Their Applications |
| Autore | Humeau-Heurtier Anne |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (446 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
aging
Alzheimer disease ambient temperature approximate entropy asynchrony bearing fault diagnosis biometric characterization brain complexity cardiac autonomic neuropathy cardiac risk stratification center of pressure clock drawing test complexity composite cross-sample entropy consolidation copula density corsi block tapping test coupling CPD Cramér-Rao Lower Bound cross-approximate entropy cross-conditional entropy cross-distribution entropy cross-entropy cross-fuzzy entropy cross-sample entropy default mode network dependency structures diabetes digit span test dynamic functional connectivity edge complexity EEG electrocardiogram electroencephalogram embodied media ensemble empirical mode decomposition entropy entropy rate episodic memory estimator variance eye movement events detection falls fault diagnosis financial time series finite-length signals Fisher ratio fluid intelligence fMRI functional near infra-red spectroscopy fuzzy entropy gait heart rate variability heart rate variability (HRV) heart sound HMSVM Holter HRV human behavior humanoid ICEEMDAN local robust principal component analysis long term monitoring magnetoencephalogram medical information memory effect mental workload missing values motif multi-component signal multi-scale multi-scale dispersion entropy multi-scale entropy multi-scale entropy (MSE) multi-scale permutation entropy multifractal spectrum multilevel entropy map multiscale analysis multiscale cross-entropy multiscale distribution entropy multiscale entropy multiscale indices Multiscale Permutation Entropy multiscale time irreversibility multivariate data multivariate multiscale dispersion entropy multivariate time series network complexity node complexity nonlinear analysis time series analysis nonlinear dynamics ordinal patterns page view PD permutation entropy physiological data postural control postural stability index predictability prefrontal cortex preterm neonate pulse interval RCMDE resting state resting-state functional magnetic resonance imaging RR interval sample entropy short-term inter-beat interval signal complexity sleep staging stability states structural health monitoring SVM systolic arterial pressure (SAP) systolic blood pressure tele-communication telemetry tensor decomposition thermoregulation time-scale decomposition variational mode decomposition vasopressin vector autoregressive fractionally integrated (VARFI) models Voronoi decomposition weak fault Wikipedia |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557629003321 |
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Humeau-Heurtier Anne
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Remote Sensing Data Compression
| Remote Sensing Data Compression |
| Autore | Lukin Vladimir |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (366 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
3D-CALIC
CCSDS CCSDS 123.0-B-2 compact data structure complexity compressed sensing compression impact compressive sensing computational complexity coupled dictionary crop classification DACs data compression EBCOT Elias codes FAPEC FPGA fully convolutional network GPU graph filterbanks graph signal processing group convolution HEVC high bit-depth compression hyperspectral hyperspectral image hyperspectral image coding hyperspectral images hyperspectral imaging hyperspectral scenes image classification image quality integer-to-integer transforms intra coding invertible projection JPEG 2000 JPEG2000 k2-raster k2-tree Landsat-8 learned compression lossless compression lossy compression M-CALIC multispectral multispectral image compression multispectral satellite images near-lossless hyperspectral image compression neural networks on board compression on-board compression on-board data compression on-board processing parallel computing partitioned extraction PCA PForDelta quadtree rate-distortion real time real-time compression real-time performance real-time transmission remote sensing remote sensing data compression Rice codes semantic segmentation Sentinel-2 Simple16 Simple9 singular value spectral image spectral-spatial feature synthetic aperture sonar task-driven learning tensor decomposition transform transform coding UAV UAVs underwater sonar imaging variational autoencoder visual quality metrics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557383103321 |
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Lukin Vladimir
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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