Discriminative pattern discovery on biological networks:
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| Main Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham
Springer
[2017]
|
| Series: | SpringerBriefs in computer science
|
| Subjects: | |
| Online Access: | BTU01 FHA01 FHI01 FHM01 FHN01 FHR01 FKE01 FLA01 FRO01 FWS01 FWS02 HTW01 UBG01 UBM01 UBR01 UBT01 UBW01 UBY01 UER01 UPA01 Volltext Inhaltsverzeichnis |
| Physical Description: | 1 Online-Ressource (X, 45 Seiten, 4 illus) |
| ISBN: | 9783319634777 |
| ISSN: | 2191-5768 |
| DOI: | 10.1007/978-3-319-63477-7 |
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Record in the Search Index
| DE-BY-FWS_katkey | 659011 |
|---|---|
| _version_ | 1824554622459576321 |
| adam_text | Part I Biological Networks
1 Data Sources and Models 3
1 1 Protein Data 3
111 Protein-Protein Interaction Networks 3
1 2 Disease Data 4
121 Genotype-Phenotype Networks 5
1 3 Co-expression Data 5
131 Network Populations 6
References 6
2 Problems and Techniques 9
2 1 Network Alignment 9
211 Techniques 10
212 Querying 12
2 2 Network Clustering 13
221 Techniques 13
2 3 Network Motif Extraction 15
231 Techniques 16
References 18
Part II Pattern Mining
3 Exceptional Pattern Discovery 23
3 1 Frequent Pattern Mining 23
3 2 Emerging Patterns and Contrast Sets 24
3 3 Pattern Discovery on Networks 25
3 4 Pattern Discovery on Biological Data 26
References 28
IX
4 Discriminating Graph Pattern Mining
from Gene Expression Data 31
4 1 Motivations 31
4 2 Network Model 33
421 Strength of the Relationships 34
422 Relevance of the Relationships 35
423 Building Networks 36
4 3 Statement of the Problem 37
431 Discriminating Pattem 38
432 Problem Definition 40
4 4 Technique 40
441 Algorithm 40
442 Strength Computation Details 41
443 Relevance Computation Details 43
|
| any_adam_object | 1 |
| author | Fassetti, Fabio Rombo, Simona E. Serrao, Cristina |
| author_facet | Fassetti, Fabio Rombo, Simona E. Serrao, Cristina |
| author_role | aut aut aut |
| author_sort | Fassetti, Fabio |
| author_variant | f f ff s e r se ser c s cs |
| building | Verbundindex |
| bvnumber | BV044530042 |
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| ctrlnum | (ZDB-2-SCS)9783319634777 (OCoLC)1005510737 (DE-599)BVBBV044530042 |
| dewey-full | 570.285 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 570 - Biology |
| dewey-raw | 570.285 |
| dewey-search | 570.285 |
| dewey-sort | 3570.285 |
| dewey-tens | 570 - Biology |
| discipline | Biologie Informatik |
| doi_str_mv | 10.1007/978-3-319-63477-7 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:54:42Z |
| institution | BVB |
| isbn | 9783319634777 |
| issn | 2191-5768 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029929343 |
| oclc_num | 1005510737 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-860 DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-863 DE-BY-FWS DE-20 DE-862 DE-BY-FWS DE-92 DE-573 DE-M347 DE-703 DE-706 DE-739 DE-634 DE-188 DE-19 DE-BY-UBM |
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| physical | 1 Online-Ressource (X, 45 Seiten, 4 illus) |
| psigel | ZDB-2-SCS ZDB-2-SCS_2017 |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Springer |
| record_format | marc |
| series2 | SpringerBriefs in computer science |
| spellingShingle | Fassetti, Fabio Rombo, Simona E. Serrao, Cristina Discriminative pattern discovery on biological networks Computer science Gene expression Data mining Pattern recognition Bioinformatics Computer Science Computational Biology/Bioinformatics Pattern Recognition Data Mining and Knowledge Discovery Gene Expression Informatik |
| title | Discriminative pattern discovery on biological networks |
| title_auth | Discriminative pattern discovery on biological networks |
| title_exact_search | Discriminative pattern discovery on biological networks |
| title_full | Discriminative pattern discovery on biological networks Fabio Fassetti, Simona E. Rombo, Cristina Serrao |
| title_fullStr | Discriminative pattern discovery on biological networks Fabio Fassetti, Simona E. Rombo, Cristina Serrao |
| title_full_unstemmed | Discriminative pattern discovery on biological networks Fabio Fassetti, Simona E. Rombo, Cristina Serrao |
| title_short | Discriminative pattern discovery on biological networks |
| title_sort | discriminative pattern discovery on biological networks |
| topic | Computer science Gene expression Data mining Pattern recognition Bioinformatics Computer Science Computational Biology/Bioinformatics Pattern Recognition Data Mining and Knowledge Discovery Gene Expression Informatik |
| topic_facet | Computer science Gene expression Data mining Pattern recognition Bioinformatics Computer Science Computational Biology/Bioinformatics Pattern Recognition Data Mining and Knowledge Discovery Gene Expression Informatik |
| url | https://doi.org/10.1007/978-3-319-63477-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029929343&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT fassettifabio discriminativepatterndiscoveryonbiologicalnetworks AT rombosimonae discriminativepatterndiscoveryonbiologicalnetworks AT serraocristina discriminativepatterndiscoveryonbiologicalnetworks |