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Machine Learning Techniques on Gene Function Prediction
| Machine Learning Techniques on Gene Function Prediction |
| Autore | Zou Quan |
| Pubbl/distr/stampa | Frontiers Media SA, 2019 |
| Descrizione fisica | 1 electronic resource (485 p.) |
| Soggetto topico |
Science: general issues
Medical genetics |
| Soggetto non controllato |
Machine learning
Genetics Bioinformatics Feature selection Deep learning |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557762403321 |
Zou Quan
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| Frontiers Media SA, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Mathematical and Computational Studies on Progress, Prognosis, Prevention and Panacea of Breast Cancer / Suhrit Dey, Charlie Dey
| Mathematical and Computational Studies on Progress, Prognosis, Prevention and Panacea of Breast Cancer / Suhrit Dey, Charlie Dey |
| Autore | Dey, Suhrit |
| Pubbl/distr/stampa | Singapore, : Springer, 2021 |
| Descrizione fisica | xxxvii, 351 p. : ill. ; 24 cm |
| Altri autori (Persone) | Dey, Charlie |
| Soggetto non controllato |
Bioinformatics
Cancer research Charlie–simpson algorithm Computational Biology Dynamic simulation Gene therapy Markov chain Mathematical modeling Nutrition therapy Reaction–diffusion partial differential equations Simulation and Modeling Transient mappings |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0275472 |
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Dey, Suhrit
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| Singapore, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Mathematical Grammar of Biology / Michel Eduardo Beleza Yamagishi
| Mathematical Grammar of Biology / Michel Eduardo Beleza Yamagishi |
| Autore | Yamagishi, Michel Eduardo Beleza |
| Pubbl/distr/stampa | Cham, : Springer, 2017 |
| Descrizione fisica | xii, 82 p. : ill. ; 24 cm |
| Soggetto topico |
92B05 - General biology and biomathematics [MSC 2020]
92-XX - Biology and other natural sciences [MSC 2020] 92D10 - Genetics and epigenetics [MSC 2020] 92D20 - Protein sequences, DNA sequences [MSC 2020] |
| Soggetto non controllato |
Bioinformatics
Chargaff rules Genomics Intrinsic properties of DNA Mathematical DNA rules Symmetry Principle Synthetic Biology |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0123886 |
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Yamagishi, Michel Eduardo Beleza
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| Cham, : Springer, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Mathematical models in biology : bringing mathematics to life / Valeria Zazzu, Maria Brigida Ferraro, Mario R. Guarracino editors
| Mathematical models in biology : bringing mathematics to life / Valeria Zazzu, Maria Brigida Ferraro, Mario R. Guarracino editors |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | XII, 199 p. : ill. ; 24 cm |
| Soggetto topico |
90B10 - Deterministic network models in operations research [MSC 2020]
92B20 - Neural networks for/in biological studies, artificial life and related topics [MSC 2020] 92Bxx - Mathematical biology in general [MSC 2020] 92Cxx - Physiological, cellular and medical topics [MSC 2020] 92C42 - Systems biology, networks [MSC 2020] 90B15 - Stochastic network models in operations research [MSC 2020] 97M10 - Modeling and interdisciplinarity (aspects of mathematics education) [MSC 2020] |
| Soggetto non controllato |
Artificial neural network computation
Bioinformatics Bringing maths to lifelife science Genetic variability Image Segmentation Matrix theory Metagenomic content Microscopy images processing Modelling of Protein Surface Molecular dynamics Parallel Heterogeneous Architectures Proteins analysis Sequence data analysis Spectra analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113774 |
| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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New frontiers of multidisciplinary research in STEAM-H (science, technology, engineering, agriculture, mathematics, and health) / Bourama Toni editor
| New frontiers of multidisciplinary research in STEAM-H (science, technology, engineering, agriculture, mathematics, and health) / Bourama Toni editor |
| Pubbl/distr/stampa | Cham, : Springer, 2014 |
| Descrizione fisica | XX, 389 p. : ill. ; 24 cm |
| Soggetto topico |
00Bxx - Conference proceedings and collections of articles [MSC 2020]
62-XX - Statistics [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 00Axx - General and miscellaneous specific topics [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] |
| Soggetto non controllato |
Behavioral science
Bioinformatics Biophysical chemistry Mathematical biology Nanotechnology Neuroscience |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0103819 |
| Cham, : Springer, 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Nonlinear Analysis and Boundary Value Problems : NABVP 2018, Santiago de Compostela, Spain, September 4-7 / Iván Area … [et al.] editors]
| Nonlinear Analysis and Boundary Value Problems : NABVP 2018, Santiago de Compostela, Spain, September 4-7 / Iván Area … [et al.] editors] |
| Pubbl/distr/stampa | Cham, : Springer, 2019 |
| Descrizione fisica | xii, 288 p. : ill. ; 24 cm |
| Soggetto topico |
37-XX - Dynamical systems and ergodic theory [MSC 2020]
47Hxx - Nonlinear operators and their properties [MSC 2020] 92Bxx - Mathematical biology in general [MSC 2020] 35Bxx - Qualitative properties of solutions to partial differential equations [MSC 2020] 34Bxx - Boundary value problems for ordinary differential equations [MSC 2020] 34Axx - General theory for ordinary differential equations [MSC 2020] 34Kxx - Functional-differential equations [MSC 2020] 34Lxx - Ordinary differential operators [MSC 2020] |
| Soggetto non controllato |
Bioinformatics
Boundary Value Problems Difference and Functional Equations Dynamical systems Epidemiology Fixed Point Theory Fractional Calculus Fractional Differential Equations Mathematical biology Mathematical modelling Ordinary differential equations Partial differential equations Population dynamics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0127049 |
| Cham, : Springer, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Pacific Symposium on Biocomputing 2014, Kohala Coast, Hawaii, USA, 3-7 January 2014 / / edited by Russ B. Altman, Stanford University, USA [and 5 others]
| Pacific Symposium on Biocomputing 2014, Kohala Coast, Hawaii, USA, 3-7 January 2014 / / edited by Russ B. Altman, Stanford University, USA [and 5 others] |
| Autore | Russ B Altman |
| Pubbl/distr/stampa | World Scientific Publishing Co, 2013 |
| Descrizione fisica | 1 online resource (vii, 426 pages) : illustrations (some color) |
| Disciplina | 570.113 |
| Collana | Gale eBooks |
| Soggetto topico |
Biology - Mathematical models
Biology - Computer simulation Molecular biology - Mathematical models Molecular biology - Computer simulation |
| Soggetto non controllato |
Protein Interactions
Metabolomics Biocomputing Computational Genetics Ontology Computational Proteomics Bioinformatics |
| ISBN | 981-4583-22-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cancer panomics: Computational methods and infrastructure for integrative analysis of cancer high-throughput "OMICS" data. Session introduction / Soren Brunak ... [et al.] -- Tumor haplotype assembly algorithms for cancer genomics / Derek Aguiar, Wendy S.W. Wong, Sorin Istrail -- Extracting significant sample-specific cancer mutations using their protein interactions / Liviu Badea -- The stream algorithm: Computationally efficient ridge-regression via Bayesian model averaging, and applications to pharmacogenomic prediction of cancer cell line sensitivity / Elias Chaibub Neto ... [et al.] -- Sharing information to reconstruct patient-specific pathways in heterogeneous diseases / Anthony Gitter ... [et al.] -- Detecting statistical interaction between somatic mutational events and germline variation from next-generation sequence data / Hao Hu, Chad D. Huff -- Systematic assessment of analytical methods for drug sensitivity prediction from cancer cell line data / In Sock Jang ... [et al.] -- Integrative analysis of two cell lines derived from a non-small-lung cancer patient - A panomics approach / Oleg Mayba ... [et al.] -- An integrated approach to blood-based cancer diagnosis and biomarker discovery / Martin Renqiang Min ... [et al.] -- Multiplex meta-analysis of medulloblastoma expression studies with external controls / Alexander A. Morgan ... [et al.] -- Computational approaches to drug repurposing and pharmacology. Session introduction / S. Joshua Swamidass ... [et al.] -- Challenges in secondary analysis of high throughput screening data / Aurora S. Blucher, Shannon K. McWeeney -- Drug intervention response predictions with paradigm (DIRPP) identifies drug resistant cancer cell lines and pathway mechanisms of resistance / Douglas Brubaker ... [et al.] -- Anti-infectious drug repurposing using an integrated chemical genomics and structural systems biology approach / Clara Ng ... [et al.] -- Drug-target interaction prediction by integrating chemical, genomic, functional and pharmacological data / Fan Yang, Jinbo Xu, Jianyang Zeng -- Prediction of off-target drug effects through data fusion / Emmanuel R. Yera, Ann E. Cleves, Ajay N. Jain -- Exploring the pharmacogenomics knowledge base (PharmGKB) for repositioning breast cancer drugs by leveraging web ontology language (OWL) and cheminformatics approaches / Qian Zhu ... [et al.] -- Detecting and characterizing pleiotropy: New methods for uncovering the connection between the complexity of genomic architecture and multiple phenotypes. Session introduction / Anna L. Tyler, Dana C. Crawford, Sarah A. Pendergrass -- Using the bipartite human phenotype network to reveal pleiotropy and epistasis beyond the gene / Christian Darabos, Samantha H. Harmon, Jason H. Moore -- Environment-wide association study (EWAS) for type 2 diabetes in the Marshfield personalized medicine research project biobank / Molly A. Hall ... [et al.] -- Dissection of complex gene expression using the combined analysis of pleiotropy and epistasis / Vivek M. Philip, Anna L. Tyler, Gregory W. Carter -- Personalized medicine: From genotypes and molecular phenotypes towards therapy. Session introduction / Jennifer Listgarten ... [et al.] -- PATH-SCAN: A reporting tool for identifying clinically actionable variants / Roxana Daneshjou ... [et al.] -- Imputation-based assessment of next generation rare exome variant arrays / Alicia R. Martin ... [et al.] -- Utilization of an EMR-biorepository to identify the genetic predictors of calcineurin-inhibitor toxicity in heart transplant recipients/ Matthew Oetjens ... [et al.] -- Robust reverse engineering of dynamic gene networks under sample size heterogeneity / Ankur P. Parikh, Wei Wu, Eric P. Xing -- Variant priorization and analysis incorporating problematic regions of the genome / Anil Patwardhan ... [et al.] -- Bags of words models of epitope sets: HIV viral load regression with counting grids / Alessandro Perina, Pietro Lovato, Nebojsa Jojic -- Joint association discovery and diagnosis of Alzheimer's disease by supervised heterogeneous multiview learning / Shandian Zhe ... [et al.] -- Text and data mining for biomedical discover. Session introduction / Graciela H. Gonzalez ... [et al.] -- Vector quantization kernels for the classification of protein sequences and structures / Wyatt T. Clark, Predrag Radivojac -- Combining Heterogenous data for prediction of disease related and pharmacogenes / Christopher S. Funk, Lawrence E. Hunter, K. Bretonnel Cohen -- A novel profile biomarker diagnosis for mass spectral proteomics / Henry Han -- Towards pathway curation through literature mining - A case study using PharmGKB / Ravikumar K.E., Kavishwar B. Wagholikar, Hongfang Liu -- Sparse generalized functional linear model for predicting remission status of depression patients / Yashu Liu ... [et al.] -- Development of a data-mining algorithm to identify ages at reproductive milestones in electronic medical records / Jennifer Malinowski, Eric Farber-Eger, Dana C. Crawford -- An efficient algorithm to integrate network and attribute data for gene function prediction / Shankar Vembu, Quaid Morris -- Matrix factorization-based data fusion for gene function prediction in Baker's yeast and slime mold / Marinka Zitnik, Blaz Zupan -- Workshops. Applications of bioinformatics to non-coding RNAs in the era of next-generation sequencing / Chao Cheng, Jason Moore, Casey Greene -- Building the next generation of quantitative biologists / Kristine A. Pattin ... [et al.] -- Uncovering the etiology of autism spectrum disorders: Genomics, bioinformatics, environment, data collection and exploration, and future possibilities / Sarah A. Pendergrass, Santhosh Girirajan, Scott Selleck. |
| Record Nr. | UNINA-9910140405603321 |
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Russ B Altman
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| World Scientific Publishing Co, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Pacific Symposium on Biocomputing 2015 : Kohala Coast, Hawaii, USA, 4-8 January 2015 / / edited by Russ B. Altman and five others
| Pacific Symposium on Biocomputing 2015 : Kohala Coast, Hawaii, USA, 4-8 January 2015 / / edited by Russ B. Altman and five others |
| Autore | Russ B Altman |
| Pubbl/distr/stampa | World Scientific Publishing Co, 2014 |
| Descrizione fisica | 1 online resource (viii, 505 pages) : illustrations |
| Disciplina | 570.151 |
| Soggetto topico |
Biology - Computer simulation - Congresses
Biology - Mathematical models - Congresses Molecular biology - Mathematical models - Congresses |
| Soggetto non controllato |
Protein Interactions
Metabolomics Biocomputing Computational Genetics Ontology Computational Proteomics Bioinformatics |
| ISBN | 981-4644-73-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910141778503321 |
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Russ B Altman
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| World Scientific Publishing Co, 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Pacific Symposium on Biocomputing 2016 : Kohala Coast, Hawaii, USA, 4-8 January 2016 / / edited by Russ B. Altman and five others
| Pacific Symposium on Biocomputing 2016 : Kohala Coast, Hawaii, USA, 4-8 January 2016 / / edited by Russ B. Altman and five others |
| Autore | Russ B Altman |
| Pubbl/distr/stampa | World Scientific Publishing Co, 2015 |
| Descrizione fisica | 1 online resource (592 pages) : illustrations |
| Disciplina | 570.113 |
| Soggetto topico |
Biology - Computer simulation - Congresses
Biology - Mathematical models - Congresses Molecular biology - Computer simulation - Congresses |
| Soggetto non controllato |
Protein Interactions
Metabolomics Biocomputing Computational Genetics Ontology Computational Proteomics Bioinformatics |
| ISBN | 981-4749-41-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910137229403321 |
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Russ B Altman
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| World Scientific Publishing Co, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Part 1.: New General Trends and Advances of the Theory / Alexey N. Karapetyants ... [et al.] editors
| Part 1.: New General Trends and Advances of the Theory / Alexey N. Karapetyants ... [et al.] editors |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xv, 584 p. : ill. ; 24 cm |
| Soggetto non controllato |
Approximation theory
Bioinformatics Complex and Hypercomplex Analysis Differential equations Functional Analysis Geometric function theory Harmonic Analysis: Methods of Real and Complex variable Hausdorff operators Mathematical modelling Mathematical physics Operator theory Probability-Analytical Models Variable exponent analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0275090 |
| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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