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Computational Optimizations for Machine Learning
| Computational Optimizations for Machine Learning |
| Autore | Gabbay Freddy |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (276 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
ARIMA model
artificial intelligence autoencoders bed roughness bio-inspired algorithms CNN architecture computational intelligence convolutional neural network deep compression deep learning deep neural networks DNN energy dissipation evolution of weights evolutionary algorithms evolutionary computation feature selection floating-point numbers FLOW-3D generalization error genetic algorithms hardware acceleration Heating, Ventilation and Air Conditioning (HVAC) hydraulic jumps low power machine learning meta-heuristic optimization metaheuristics search model predictive control multi-objective optimization nature inspired algorithms neural networks nonlinear systems online model selection online optimization precipitation nowcasting quantization radar data recurrent neural networks ReLU sensitivity analysis smart building soft computing swarm intelligence time series analysis training |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557610303321 |
Gabbay Freddy
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Image and Video Processing and Recognition Based on Artificial Intelligence
| Image and Video Processing and Recognition Based on Artificial Intelligence |
| Autore | Park Kang Ryoung |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (431 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
action recognition
active learning armature artificial image generation artificial intelligence autoencoders bag of deep features binarized statistical image features biometrics body orientation bounding box regression brain computer interface building extraction camera position channel interaction character recognition common spatial patterns computer vision continuous wavelet transform convolutional neural network convolutional neural networks crowd counting cycle-consistent adversarial networks data augmentation deep convolutional neural networks deep learning depth map domain adaptation edges to photos emotion recognition entropy and response epidermis face image analysis face parsing face recognition facial attributes classification fast approximation feature distillation finger position finger-vein recognition fully convolutional networks GC-LSTM model generative adversarial net generative adversarial network generative adversarial network (GAN) generative models global context graph matching guidance helicopter footage heterogeneous database high-resolution remote sensing image HKPolyU-DB homotopy iterative hard thresholding image de-raining image processing image pyramid image-to-image conversion infrared circumferential scanning system joint attention K-nearest neighbors Krawtchouk polynomials label to photos lighting local context loss function malignant thyroid nodule Marr wavelets mask R-CNN medical image fusion monocular depth estimation multi resolution network multi-person multi-scale decomposition multi-task multitask learning normalized cross-correlation object recognition optimization orthogonal moments orthogonal polynomials pathology pose estimation prediction system presentation attack detection presentation attack face images RANSAC remote sensing residual network satellite image SDUMLA-HMT-DB semantic segmentation semi-supervised learning single-sample face recognition skin social robotics sparse coding super-resolution support vector machine surface defect detection surface inspection target recognition Tchebichef polynomials transfer learning typhoon ultrasound image unobserved database vehicle recognition weighted binary cross-entropy loss |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557371203321 |
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Park Kang Ryoung
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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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Innovative Topologies and Algorithms for Neural Networks
| Innovative Topologies and Algorithms for Neural Networks |
| Autore | Xibilia Maria Gabriella |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (198 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
3D convolution neural network
action recognition alternative fusion neural network Arabic named entity recognition attention mechanism autoencoders bidirectional gated recurrent unit bidirectional recurrent neural network Chinese text classification CNN convolution neural Networks convolutional neural network convolutional neural networks deep convolutional neural networks deep learning distributed systems elements recognition embedded deep learning facial image analysis facial nerve paralysis feature fusion fully convolutional network fused features gesture recognition gradient-weighted class activation maps graph convolutional network graph partitioning GRU human computer interaction image classification Internet of Things IoT (Internet of Thing) systems linguistic features long short-term memory long short-term-memory long-short-term memory networks LSTM LSTM-CRF model medical applications motion map multi-label learning natural language processing object detection network object recognition pedestrian attribute recognition POS syntactic rules resource-efficient inference scalability sentiment analysis sentiment attention mechanism ship identification text recognition tooth-marked tongue word embedding |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557553903321 |
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Xibilia Maria Gabriella
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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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Sensors for Gait, Posture, and Health Monitoring Volume 1
| Sensors for Gait, Posture, and Health Monitoring Volume 1 |
| Autore | Lockhart Thurmon |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (410 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
3-axis force sensor
abduction acceleration acceleration signal accelerometer accelerometers accelerometry accidental falls Achilles tendon ActiGraph adaptability adolescents adults adverse post-operative outcome aging Alzheimer's disease angular velocity ankle reaching task ANOVA analysis anterior cruciate ligament appropriate mother wavelet arch index artificial neural network asymmetry at-home monitoring autocorrelation autoencoders automated assessment automatic coaching batteryless strain sensor biaxial optical fiber sensor biogeography-based optimization biomechanic measurement tasks biomechanical gait features biomechanical gait variable estimation biomechanics biometrics bipedal locomotion cadence calibration callus center of mass center of pressure (COP) cerebral palsy chair stand children classical style classification clinical cognitive frailty cognitive-motor impairment complementary filter concussion conductive textile convolutional neural network cross-country skiing deep learning dehydration diagnostic distributed compressed sensing domestic environment dual task walking dynamic time warping e-Health application Ecoflex eHealth elderly people monitoring electromyography electrostatic field sensing ensemble classifiers ensemble method equivalent speed ESOQ-2 exergame fall detection fall detection system fall prevention fall risk fall risk assessment falls in healthy elderly falls in the elderly fast Fourier transform (FFT) feature extraction feedback technology fine-wire intramuscular EMG electrode flat foot flexible sensor foot insoles foot plantar center of pressure force distribution force sensitive resistors force sensors force-varying muscle contraction frailty frailty prediction free-living functional activity functional decline fusion data fuzzy logic gait gait analysis gait classification gait event detection gait events gait measurement gait pattern gait recognition gait rehabilitation geriatric assessment ground reaction force (GRF) ground reaction forces gyroscope gyroscopes hallux abductus valgus hand tracking handgrip force haptic cue health and well-being health monitoring hemiparetic hemiplegic gait high heel high heels human human activity recognition human computer interface human daily activity human fall detection human gait recognition human kinematics human motion measurement imaging impaired gait classification IMU IMU sensors inertial and magnetic sensors inertial gait variable inertial measurement unit inertial measurement units inertial motion units (IMUs) inertial sensor inertial sensors injury prevention insole insoles instrumented trail-making task intelligent surveillance systems IoT joint instability joint moment joint sparse representation classification Kinect kinematics kinetics knee knee damping control linear mixed model locomotion long short-term memory low-cost instrumented insoles lower limb locomotion activity lower limb prosthesis lower limb prosthetics machine learning machine learning algorithms MET micro electro mechanical systems (MEMS) Microsoft Kinect moderate-to-vigorous activity motion motion analysis motion capture motion parameters motor control motor planning error motorcycling motorized walker movement control movement disorders MR damper multi-objective optimization multi-sensor gait classification multiplexed fiber Bragg gratings muscle contractions muscle contributions n/a neural networks neurological disorders neurorehabilitation non-human primate model nondestructive nonlinear nonlinear analysis obesity older adults on-line EM algorithm operating range osteoarthritis outlier detection Parkinson's disease Parkinson's disease (PD) Parkinson's Diseases partial weight loading pattern recognition PDMS peak tibial acceleration Pedometer phase difference angle physical activity physical function physical performance test physical rehabilitation piezoelectric material plantar pressure postural control postural instability and gait difficulty (PIGD) postural stability posture power pre-frail propulsion proximal phalanx of the hallux quantifying socket fit real-time feedback real-time monitoring regularity rehabilitation rehabilitation exercise relative movement relative power reliability repeatability resonant frequency modulation RGB-depth RGB-Depth running running velocity safety and security scanning laser rangefinders (SLR), GAITRite sedentary behavior self-adaptation self-assessment self-tuning triple threshold algorithm semi-Markov model semi-unsupervised sensor fusion sensors shear and plantar pressure sensor shear stress shoe signal processing sit to stand transfer sit-to-stand training skating style smart cane smart footwear smart shoe smartphone smartphone based assessments smartphones spatiotemporal parameters speed sports analytics statistics study step counting step detection step length Step-detection steps stride length stroke stroke patients supervised learning surface electromyography sweat rate sweat sensor symmetry telemedicine telemonitoring of gait telerehabilitation temporal parameters tendinopathy total knee arthroplasty trans-femoral amputee transfemoral prosthesis transition matrices traumatic spinal cord injury tremor dominant (TD) triplet Markov model trunk movement TUG ultrasonography UPDRS UPDRS tasks user intent recognition valgus validation validity variability velocity velocity and stride-length vestibular exercises virtual therapy VO2 VO2net walk walk detection walking wavelet scale selection wavelet transform wavelet transform (WT) wavelet-selection criteria wearable wearable device wearable electronic devices wearable sensor wearable sensors wearable/inertial sensors wearables weight-bearing wireless strain sensor woman |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557426503321 |
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Lockhart Thurmon
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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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Sensors for Gait, Posture, and Health Monitoring Volume 2
| Sensors for Gait, Posture, and Health Monitoring Volume 2 |
| Autore | Lockhart Thurmon |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (392 p.) |
| Soggetto topico |
Humanities
Social interaction |
| Soggetto non controllato |
3-axis force sensor
abduction acceleration acceleration signal accelerometer accelerometers accelerometry accidental falls Achilles tendon ActiGraph adaptability adolescents adults adverse post-operative outcome aging Alzheimer's disease angular velocity ankle reaching task ANOVA analysis anterior cruciate ligament appropriate mother wavelet arch index artificial neural network asymmetry at-home monitoring autocorrelation autoencoders automated assessment automatic coaching batteryless strain sensor biaxial optical fiber sensor biogeography-based optimization biomechanic measurement tasks biomechanical gait features biomechanical gait variable estimation biomechanics biometrics bipedal locomotion cadence calibration callus center of mass center of pressure (COP) cerebral palsy chair stand children classical style classification clinical cognitive frailty cognitive-motor impairment complementary filter concussion conductive textile convolutional neural network cross-country skiing deep learning dehydration diagnostic distributed compressed sensing domestic environment dual task walking dynamic time warping e-Health application Ecoflex eHealth elderly people monitoring electromyography electrostatic field sensing ensemble classifiers ensemble method equivalent speed ESOQ-2 exergame fall detection fall detection system fall prevention fall risk fall risk assessment falls in healthy elderly falls in the elderly fast Fourier transform (FFT) feature extraction feedback technology fine-wire intramuscular EMG electrode flat foot flexible sensor foot insoles foot plantar center of pressure force distribution force sensitive resistors force sensors force-varying muscle contraction frailty frailty prediction free-living functional activity functional decline fusion data fuzzy logic gait gait analysis gait classification gait event detection gait events gait measurement gait pattern gait recognition gait rehabilitation geriatric assessment ground reaction force (GRF) ground reaction forces gyroscope gyroscopes hallux abductus valgus hand tracking handgrip force haptic cue health and well-being health monitoring hemiparetic hemiplegic gait high heel high heels human human activity recognition human computer interface human daily activity human fall detection human gait recognition human kinematics human motion measurement imaging impaired gait classification IMU IMU sensors inertial and magnetic sensors inertial gait variable inertial measurement unit inertial measurement units inertial motion units (IMUs) inertial sensor inertial sensors injury prevention insole insoles instrumented trail-making task intelligent surveillance systems IoT joint instability joint moment joint sparse representation classification Kinect kinematics kinetics knee knee damping control linear mixed model locomotion long short-term memory low-cost instrumented insoles lower limb locomotion activity lower limb prosthesis lower limb prosthetics machine learning machine learning algorithms MET micro electro mechanical systems (MEMS) Microsoft Kinect moderate-to-vigorous activity motion motion analysis motion capture motion parameters motor control motor planning error motorcycling motorized walker movement control movement disorders MR damper multi-objective optimization multi-sensor gait classification multiplexed fiber Bragg gratings muscle contractions muscle contributions n/a neural networks neurological disorders neurorehabilitation non-human primate model nondestructive nonlinear nonlinear analysis obesity older adults on-line EM algorithm operating range osteoarthritis outlier detection Parkinson's disease Parkinson's disease (PD) Parkinson's Diseases partial weight loading pattern recognition PDMS peak tibial acceleration Pedometer phase difference angle physical activity physical function physical performance test physical rehabilitation piezoelectric material plantar pressure postural control postural instability and gait difficulty (PIGD) postural stability posture power pre-frail propulsion proximal phalanx of the hallux quantifying socket fit real-time feedback real-time monitoring regularity rehabilitation rehabilitation exercise relative movement relative power reliability repeatability resonant frequency modulation RGB-depth RGB-Depth running running velocity safety and security scanning laser rangefinders (SLR), GAITRite sedentary behavior self-adaptation self-assessment self-tuning triple threshold algorithm semi-Markov model semi-unsupervised sensor fusion sensors shear and plantar pressure sensor shear stress shoe signal processing sit to stand transfer sit-to-stand training skating style smart cane smart footwear smart shoe smartphone smartphone based assessments smartphones spatiotemporal parameters speed sports analytics statistics study step counting step detection step length Step-detection steps stride length stroke stroke patients supervised learning surface electromyography sweat rate sweat sensor symmetry telemedicine telemonitoring of gait telerehabilitation temporal parameters tendinopathy total knee arthroplasty trans-femoral amputee transfemoral prosthesis transition matrices traumatic spinal cord injury tremor dominant (TD) triplet Markov model trunk movement TUG ultrasonography UPDRS UPDRS tasks user intent recognition valgus validation validity variability velocity velocity and stride-length vestibular exercises virtual therapy VO2 VO2net walk walk detection walking wavelet scale selection wavelet transform wavelet transform (WT) wavelet-selection criteria wearable wearable device wearable electronic devices wearable sensor wearable sensors wearable/inertial sensors wearables weight-bearing wireless strain sensor woman |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557672103321 |
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Lockhart Thurmon
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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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Sensors for Gait, Posture, and Health Monitoring Volume 3
| Sensors for Gait, Posture, and Health Monitoring Volume 3 |
| Autore | Lockhart Thurmon |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (386 p.) |
| Soggetto topico |
Humanities
Social interaction |
| Soggetto non controllato |
3-axis force sensor
abduction acceleration acceleration signal accelerometer accelerometers accelerometry accidental falls Achilles tendon ActiGraph adaptability adolescents adults adverse post-operative outcome aging Alzheimer's disease angular velocity ankle reaching task ANOVA analysis anterior cruciate ligament appropriate mother wavelet arch index artificial neural network asymmetry at-home monitoring autocorrelation autoencoders automated assessment automatic coaching batteryless strain sensor biaxial optical fiber sensor biogeography-based optimization biomechanic measurement tasks biomechanical gait features biomechanical gait variable estimation biomechanics biometrics bipedal locomotion cadence calibration callus center of mass center of pressure (COP) cerebral palsy chair stand children classical style classification clinical cognitive frailty cognitive-motor impairment complementary filter concussion conductive textile convolutional neural network cross-country skiing deep learning dehydration diagnostic distributed compressed sensing domestic environment dual task walking dynamic time warping e-Health application Ecoflex eHealth elderly people monitoring electromyography electrostatic field sensing ensemble classifiers ensemble method equivalent speed ESOQ-2 exergame fall detection fall detection system fall prevention fall risk fall risk assessment falls in healthy elderly falls in the elderly fast Fourier transform (FFT) feature extraction feedback technology fine-wire intramuscular EMG electrode flat foot flexible sensor foot insoles foot plantar center of pressure force distribution force sensitive resistors force sensors force-varying muscle contraction frailty frailty prediction free-living functional activity functional decline fusion data fuzzy logic gait gait analysis gait classification gait event detection gait events gait measurement gait pattern gait recognition gait rehabilitation geriatric assessment ground reaction force (GRF) ground reaction forces gyroscope gyroscopes hallux abductus valgus hand tracking handgrip force haptic cue health and well-being health monitoring hemiparetic hemiplegic gait high heel high heels human human activity recognition human computer interface human daily activity human fall detection human gait recognition human kinematics human motion measurement imaging impaired gait classification IMU IMU sensors inertial and magnetic sensors inertial gait variable inertial measurement unit inertial measurement units inertial motion units (IMUs) inertial sensor inertial sensors injury prevention insole insoles instrumented trail-making task intelligent surveillance systems IoT joint instability joint moment joint sparse representation classification Kinect kinematics kinetics knee knee damping control linear mixed model locomotion long short-term memory low-cost instrumented insoles lower limb locomotion activity lower limb prosthesis lower limb prosthetics machine learning machine learning algorithms MET micro electro mechanical systems (MEMS) Microsoft Kinect moderate-to-vigorous activity motion motion analysis motion capture motion parameters motor control motor planning error motorcycling motorized walker movement control movement disorders MR damper multi-objective optimization multi-sensor gait classification multiplexed fiber Bragg gratings muscle contractions muscle contributions n/a neural networks neurological disorders neurorehabilitation non-human primate model nondestructive nonlinear nonlinear analysis obesity older adults on-line EM algorithm operating range osteoarthritis outlier detection Parkinson's disease Parkinson's disease (PD) Parkinson's Diseases partial weight loading pattern recognition PDMS peak tibial acceleration Pedometer phase difference angle physical activity physical function physical performance test physical rehabilitation piezoelectric material plantar pressure postural control postural instability and gait difficulty (PIGD) postural stability posture power pre-frail propulsion proximal phalanx of the hallux quantifying socket fit real-time feedback real-time monitoring regularity rehabilitation rehabilitation exercise relative movement relative power reliability repeatability resonant frequency modulation RGB-depth RGB-Depth running running velocity safety and security scanning laser rangefinders (SLR), GAITRite sedentary behavior self-adaptation self-assessment self-tuning triple threshold algorithm semi-Markov model semi-unsupervised sensor fusion sensors shear and plantar pressure sensor shear stress shoe signal processing sit to stand transfer sit-to-stand training skating style smart cane smart footwear smart shoe smartphone smartphone based assessments smartphones spatiotemporal parameters speed sports analytics statistics study step counting step detection step length Step-detection steps stride length stroke stroke patients supervised learning surface electromyography sweat rate sweat sensor symmetry telemedicine telemonitoring of gait telerehabilitation temporal parameters tendinopathy total knee arthroplasty trans-femoral amputee transfemoral prosthesis transition matrices traumatic spinal cord injury tremor dominant (TD) triplet Markov model trunk movement TUG ultrasonography UPDRS UPDRS tasks user intent recognition valgus validation validity variability velocity velocity and stride-length vestibular exercises virtual therapy VO2 VO2net walk walk detection walking wavelet scale selection wavelet transform wavelet transform (WT) wavelet-selection criteria wearable wearable device wearable electronic devices wearable sensor wearable sensors wearable/inertial sensors wearables weight-bearing wireless strain sensor woman |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557106503321 |
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Lockhart Thurmon
|
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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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