Networks of Networks in Biology
Concepts, Tools and Applications
Herausgeber: Kiani, Narsis A; Bianconi, Ginestra; Gomez-Cabrero, David
Networks of Networks in Biology
Concepts, Tools and Applications
Herausgeber: Kiani, Narsis A; Bianconi, Ginestra; Gomez-Cabrero, David
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Introduces new graph theory techniques for the analysis and integration of multi-type large data sets) in the life sciences. Discussing cutting-edge problems and techniques, this book provides researchers from a wide range of fields with methods for exploiting big heterogeneous data in biology through the concept of 'network of networks'.
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Introduces new graph theory techniques for the analysis and integration of multi-type large data sets) in the life sciences. Discussing cutting-edge problems and techniques, this book provides researchers from a wide range of fields with methods for exploiting big heterogeneous data in biology through the concept of 'network of networks'.
Produktdetails
- Produktdetails
- Verlag: Cambridge University Press
- Seitenzahl: 214
- Erscheinungstermin: 1. Juli 2021
- Englisch
- Abmessung: 246mm x 196mm x 15mm
- Gewicht: 546g
- ISBN-13: 9781108428873
- ISBN-10: 1108428878
- Artikelnr.: 60402385
- Verlag: Cambridge University Press
- Seitenzahl: 214
- Erscheinungstermin: 1. Juli 2021
- Englisch
- Abmessung: 246mm x 196mm x 15mm
- Gewicht: 546g
- ISBN-13: 9781108428873
- ISBN-10: 1108428878
- Artikelnr.: 60402385
Preface; Part I. Networks in Biology: 1. An Introduction to Biological
Networks Nuria Planell, Xabier Martinez de Morentin and David
Gomez-Cabrero; 2. Graph Theory Akram Dehnokhalaji and Nasim Nasrabadi; Part
II. Network Analysis: 3. Structural Analysis of Biological Networks Narsis
A. Kiani and Mikko Kivelä; 4. Networks From an Information-Theoretic and
Algorithmic Complexity Perspective Hector Zenil and Narsis A. Kiani; 5.
Integration and Feature Identification in Multi-layer Network using a Heat
Diffusion Approach Gordon Ball and Jesper Tegnér; Part III. Multi-layer
Networks: 6. Large Multiplex Networks Ginestra Bianconi; 7. Large Existing
Tools for Analysis of Multilayer Networks Manlio De Domenico and Massimo
Stella; 8. Large Dynamics on Multilayer Networks Manlio De Domenico and
Massimo Stella; Part IV. Applications: 9. The Network of Networks Involved
in Human Disease Celine Sin and Jörg Menche; 10. Towards a Multi-Layer
Network Analysis of Disease: Challenges and Opportunities Through the Lens
of Multiple Sclerosis Jesper Tegnér, Ingrid Kockum, Mika Gustafsson and
David Gomez-Cabrero; 11. Microbiome: A Multi-Layer Network View Is Required
Rodrigo Bacigalupe, Saeed Shoai and David Gomez-Cabrero; Part V. Conclusion
: Concluding Remarks: Open Questions and Challenges Ginestra Bianconi,
David Gomez-Cabrero, Jesper Tegnér and Narsis A. Kiani; Index.
Networks Nuria Planell, Xabier Martinez de Morentin and David
Gomez-Cabrero; 2. Graph Theory Akram Dehnokhalaji and Nasim Nasrabadi; Part
II. Network Analysis: 3. Structural Analysis of Biological Networks Narsis
A. Kiani and Mikko Kivelä; 4. Networks From an Information-Theoretic and
Algorithmic Complexity Perspective Hector Zenil and Narsis A. Kiani; 5.
Integration and Feature Identification in Multi-layer Network using a Heat
Diffusion Approach Gordon Ball and Jesper Tegnér; Part III. Multi-layer
Networks: 6. Large Multiplex Networks Ginestra Bianconi; 7. Large Existing
Tools for Analysis of Multilayer Networks Manlio De Domenico and Massimo
Stella; 8. Large Dynamics on Multilayer Networks Manlio De Domenico and
Massimo Stella; Part IV. Applications: 9. The Network of Networks Involved
in Human Disease Celine Sin and Jörg Menche; 10. Towards a Multi-Layer
Network Analysis of Disease: Challenges and Opportunities Through the Lens
of Multiple Sclerosis Jesper Tegnér, Ingrid Kockum, Mika Gustafsson and
David Gomez-Cabrero; 11. Microbiome: A Multi-Layer Network View Is Required
Rodrigo Bacigalupe, Saeed Shoai and David Gomez-Cabrero; Part V. Conclusion
: Concluding Remarks: Open Questions and Challenges Ginestra Bianconi,
David Gomez-Cabrero, Jesper Tegnér and Narsis A. Kiani; Index.
Preface; Part I. Networks in Biology: 1. An Introduction to Biological
Networks Nuria Planell, Xabier Martinez de Morentin and David
Gomez-Cabrero; 2. Graph Theory Akram Dehnokhalaji and Nasim Nasrabadi; Part
II. Network Analysis: 3. Structural Analysis of Biological Networks Narsis
A. Kiani and Mikko Kivelä; 4. Networks From an Information-Theoretic and
Algorithmic Complexity Perspective Hector Zenil and Narsis A. Kiani; 5.
Integration and Feature Identification in Multi-layer Network using a Heat
Diffusion Approach Gordon Ball and Jesper Tegnér; Part III. Multi-layer
Networks: 6. Large Multiplex Networks Ginestra Bianconi; 7. Large Existing
Tools for Analysis of Multilayer Networks Manlio De Domenico and Massimo
Stella; 8. Large Dynamics on Multilayer Networks Manlio De Domenico and
Massimo Stella; Part IV. Applications: 9. The Network of Networks Involved
in Human Disease Celine Sin and Jörg Menche; 10. Towards a Multi-Layer
Network Analysis of Disease: Challenges and Opportunities Through the Lens
of Multiple Sclerosis Jesper Tegnér, Ingrid Kockum, Mika Gustafsson and
David Gomez-Cabrero; 11. Microbiome: A Multi-Layer Network View Is Required
Rodrigo Bacigalupe, Saeed Shoai and David Gomez-Cabrero; Part V. Conclusion
: Concluding Remarks: Open Questions and Challenges Ginestra Bianconi,
David Gomez-Cabrero, Jesper Tegnér and Narsis A. Kiani; Index.
Networks Nuria Planell, Xabier Martinez de Morentin and David
Gomez-Cabrero; 2. Graph Theory Akram Dehnokhalaji and Nasim Nasrabadi; Part
II. Network Analysis: 3. Structural Analysis of Biological Networks Narsis
A. Kiani and Mikko Kivelä; 4. Networks From an Information-Theoretic and
Algorithmic Complexity Perspective Hector Zenil and Narsis A. Kiani; 5.
Integration and Feature Identification in Multi-layer Network using a Heat
Diffusion Approach Gordon Ball and Jesper Tegnér; Part III. Multi-layer
Networks: 6. Large Multiplex Networks Ginestra Bianconi; 7. Large Existing
Tools for Analysis of Multilayer Networks Manlio De Domenico and Massimo
Stella; 8. Large Dynamics on Multilayer Networks Manlio De Domenico and
Massimo Stella; Part IV. Applications: 9. The Network of Networks Involved
in Human Disease Celine Sin and Jörg Menche; 10. Towards a Multi-Layer
Network Analysis of Disease: Challenges and Opportunities Through the Lens
of Multiple Sclerosis Jesper Tegnér, Ingrid Kockum, Mika Gustafsson and
David Gomez-Cabrero; 11. Microbiome: A Multi-Layer Network View Is Required
Rodrigo Bacigalupe, Saeed Shoai and David Gomez-Cabrero; Part V. Conclusion
: Concluding Remarks: Open Questions and Challenges Ginestra Bianconi,
David Gomez-Cabrero, Jesper Tegnér and Narsis A. Kiani; Index.