Computational Approaches: Drug Discovery and Design in Medicinal Chemistry and Bioinformatics |
Autore | Tutone Marco |
Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
Descrizione fisica | 1 electronic resource (387 p.) |
Soggetto topico |
Research & information: general
Chemistry |
Soggetto non controllato |
3D-QSAR
pharmacophore modeling ligand-based model HDACs isoform-selective histone deacetylase inhibitors aminophenylbenzamide hERG toxicity drug discovery fingerprints machine learning deep learning gene expression signature drug repositioning approaches RNA expression regulation high-throughput virtual screening dual-target lead discovery neurodegenerative disorders Alzheimer's disease dual mode of action multi-modal nicotinic acetylcholine receptor acetylcholinesterase molecular docking methotrexate drug resistance human dihydrofolate reductase virtual screening molecular dynamics simulation epitope binning epitope mapping epitope prediction antibody:antigen interactions protein docking glycoprotein D (gD) herpes simplex virus fusion proteins Src inhibitors pharmacophore model molecular dynamics simulations in silico COX-2 inhibitors molecular modeling sodium-glucose co-transporters 2 FimH uropathogenic bacteria urinary tract infections diabetes drug-resistance mutations HIV-2 protease structural characterization induced structural deformations SARS-CoV-2 COVID-19 multiprotein inhibiting natural compounds MD simulation 3CL-Pro antivirals docking simulations drug repurposing consensus models binding space isomeric space MRP4 SNPs variants protein threading modeling molecular dynamics binding site hTSPO PK11195 cholesterol homology modeling molecular dynamics (MD) simulation carbon nanotubes Stone-Wales defects haeckelite defects doxorubicin encapsulation drug delivery system binding free energies noncovalent interactions main protease mutants inhibitors PF-00835231 Mycobacterium tuberculosis tuberculosis proteasome natural compounds multiscale multitargeting polypharmacology computational biology drug repositioning structural bioinformatics proteomic signature skin aging oxidative stress aging progression mechanism genome-wide genetic and epigenetic network (GWGEN) systems medicine design multiple-molecule drug immunoproteasome non-covalent inhibitors MD binding metadynamics induced-fit docking |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Altri titoli varianti | Computational Approaches |
Record Nr. | UNINA-9910557519403321 |
Tutone Marco | ||
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Statistical Machine Learning for Human Behaviour Analysis |
Autore | Moeslund Thomas |
Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
Descrizione fisica | 1 electronic resource (300 p.) |
Soggetto topico | History of engineering & technology |
Soggetto non controllato |
multi-objective evolutionary algorithms
rule-based classifiers interpretable machine learning categorical data hand sign language deep learning restricted Boltzmann machine (RBM) multi-modal profoundly deaf noisy image ensemble methods adaptive classifiers recurrent concepts concept drift stock price direction prediction toe-off detection gait event silhouettes difference convolutional neural network saliency detection foggy image spatial domain frequency domain object contour detection discrete stationary wavelet transform attention allocation attention behavior hybrid entropy information entropy single pixel single photon image acquisition time-of-flight action recognition fibromyalgia Learning Using Concave and Convex Kernels Empatica E4 self-reported survey speech emotion recognition 3D convolutional neural networks k-means clustering spectrograms context-aware framework accuracy false negative rate individual behavior estimation statistical-based time-frequency domain and crowd condition emotion recognition gestures body movements Kinect sensor neural networks face analysis face segmentation head pose estimation age classification gender classification singular point detection boundary segmentation blurring detection fingerprint image enhancement fingerprint quality speech committee of classifiers biometric recognition multimodal-based human identification privacy privacy-aware |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910557288403321 |
Moeslund Thomas | ||
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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