Handbook of research on computational intelligence applications in bioinformatics:
"This book examines emergent research in handling real-world problems through the application of various computation technologies and techniques by featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired c...
Gespeichert in:
Weitere Verfasser: | , |
---|---|
Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) :
IGI Global,
[2016]
|
Schlagworte: | |
Online-Zugang: | Volltext |
Zusammenfassung: | "This book examines emergent research in handling real-world problems through the application of various computation technologies and techniques by featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired computing"--Provided by publisher. |
Beschreibung: | PDFs (514 pages) : illustrations. Also available in print. |
Format: | Mode of access: World Wide Web. |
Bibliographie: | Includes bibliographical references and index. |
ISBN: | 9781522504283 |
Zugangseinschränkungen: | Restricted to subscribers or individual electronic text purchasers. |
Internformat
MARC
LEADER | 00000nam a2200000 i 4500 | ||
---|---|---|---|
001 | ZDB-98-IGB-00146888 | ||
003 | IGIG | ||
005 | 20160713142453.0 | ||
006 | m eo d | ||
007 | cr bn |||m|||a | ||
008 | 160707s2016 paua fob 001 0 eng d | ||
010 | |z 2016010985 | ||
020 | |a 9781522504283 |q electronic | ||
020 | |z 9781522504276 |q print | ||
024 | 7 | |a 10.4018/978-1-5225-0427-6 |2 doi | |
035 | |a (CaBNVSL)gtp00566181 | ||
035 | |a (OCoLC)953583992 | ||
040 | |a CaBNVSL |b eng |e rda |c CaBNVSL |d CaBNVSL | ||
050 | 4 | |a QH324.2 |b .H35763 2016e | |
082 | 7 | |a 570.285 |2 23 | |
245 | 0 | 0 | |a Handbook of research on computational intelligence applications in bioinformatics |c Sujata Dash and Bidyadhar Subudhi, editors. |
264 | 1 | |a Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) : |b IGI Global, |c [2016] | |
300 | |a PDFs (514 pages) : |b illustrations. | ||
336 | |a text |2 rdacontent | ||
337 | |a electronic |2 isbdmedia | ||
338 | |a online resource |2 rdacarrier | ||
504 | |a Includes bibliographical references and index. | ||
505 | 0 | |a Unleashing artificial intelligence onto big data: a review / Rupa Mahanty, Prabhat Kumar Mahanti -- Hybrid ensemble learning methods for classification of microarray data: RotBagg ensemble based classification / Sujata Dash -- Recent trends in spatial data mining and its challenges / Anuradha Jagadeesan, Prathik A, Tripathy B K -- Knowledge representation: a semantic network approach / Atta ur Rahman -- Development of novel multi-objective based model for protein structural class prediction / Bishnupriya Panda, Babita Majhi -- Rough fuzzy set theory and neighbourhood approximation based modelling for spatial epidemiology / Balakrushna Tripathy, Sharmila Banu K. -- Applying CI in biology through PSO / Rojalina Priyadarshini [and 3 others] -- Application of rough set based models in medical diagnosis / Balakrushna Tripathy -- Application of uncertainty models in bioinformatics / B.K. Tripathy, R.K. Mohanty, Sooraj T.R. -- Computational methods for prediction of protein-protein interactions: PPI prediction methods / Sneha Rai, Sonika Bhatnagar -- Analysis of microarray data using artificial intelligence based techniques / Khalid Raza -- Extraction of protein sequence motif information using bio-inspired computing / Gowri Rajasekaran, Rathipriya R -- Study of basic concepts on the development of protein microarray - gene expression profiling: protein microarray / P. Sivashanmugam, Arun C., Selvakumar P. -- | |
505 | 8 | |a Personalized medicine in the era of genomics / Navneet Kaur Soni, Nitin Thukral, Yasha Hasija -- Evolutionary computing approaches to system identification / Bidyadhar Subudhi, Debashisha Jena -- BFO optimized automatic load frequency control of a multi-area power system / Pravat Kumar Ray, Sushmita Ekka -- Solution of some differential equation in fuzzy environment by extension principle method and its application in biomathematics / Sankar Prasad Mondal -- Application of computational intelligence techniques in wireless sensor networks the state of the art / Subhendu Kumar Pani. | |
506 | |a Restricted to subscribers or individual electronic text purchasers. | ||
520 | 3 | |a "This book examines emergent research in handling real-world problems through the application of various computation technologies and techniques by featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired computing"--Provided by publisher. | |
530 | |a Also available in print. | ||
538 | |a Mode of access: World Wide Web. | ||
588 | |a Description based on title screen (IGI Global, viewed 07/07/2016). | ||
650 | 0 | |a Bioinformatics. | |
650 | 0 | |a Computational biology |x Research. | |
653 | |a Artificial intelligence | ||
653 | |a Big data | ||
653 | |a Bio-inspired algorithms | ||
653 | |a Data mining | ||
653 | |a Genomics | ||
653 | |a Microarray data | ||
653 | |a Protein interactions | ||
653 | |a Rough sets | ||
700 | 1 | |a Dash, Sujata |d 1969- |e editor. | |
700 | 1 | |a Subudhi, Bidyadhar |d 1963- |e editor. | |
710 | 2 | |a IGI Global, |e publisher. | |
776 | 0 | |c (Original) |w (DLC)2016010985 | |
776 | 0 | 8 | |i Print version: |z 1522504273 |z 9781522504276 |w (DLC) 2016010985 |
856 | 4 | 0 | |l FWS01 |p ZDB-98-IGB |q FWS_PDA_IGB |u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0427-6 |3 Volltext |
912 | |a ZDB-98-IGB | ||
049 | |a DE-863 |
Datensatz im Suchindex
DE-BY-FWS_katkey | ZDB-98-IGB-00146888 |
---|---|
_version_ | 1816797077195194368 |
adam_text | |
any_adam_object | |
author2 | Dash, Sujata 1969- Subudhi, Bidyadhar 1963- |
author2_role | edt edt |
author2_variant | s d sd b s bs |
author_facet | Dash, Sujata 1969- Subudhi, Bidyadhar 1963- |
building | Verbundindex |
bvnumber | localFWS |
callnumber-first | Q - Science |
callnumber-label | QH324 |
callnumber-raw | QH324.2 .H35763 2016e |
callnumber-search | QH324.2 .H35763 2016e |
callnumber-sort | QH 3324.2 H35763 42016E |
callnumber-subject | QH - Natural History and Biology |
collection | ZDB-98-IGB |
contents | Unleashing artificial intelligence onto big data: a review / Rupa Mahanty, Prabhat Kumar Mahanti -- Hybrid ensemble learning methods for classification of microarray data: RotBagg ensemble based classification / Sujata Dash -- Recent trends in spatial data mining and its challenges / Anuradha Jagadeesan, Prathik A, Tripathy B K -- Knowledge representation: a semantic network approach / Atta ur Rahman -- Development of novel multi-objective based model for protein structural class prediction / Bishnupriya Panda, Babita Majhi -- Rough fuzzy set theory and neighbourhood approximation based modelling for spatial epidemiology / Balakrushna Tripathy, Sharmila Banu K. -- Applying CI in biology through PSO / Rojalina Priyadarshini [and 3 others] -- Application of rough set based models in medical diagnosis / Balakrushna Tripathy -- Application of uncertainty models in bioinformatics / B.K. Tripathy, R.K. Mohanty, Sooraj T.R. -- Computational methods for prediction of protein-protein interactions: PPI prediction methods / Sneha Rai, Sonika Bhatnagar -- Analysis of microarray data using artificial intelligence based techniques / Khalid Raza -- Extraction of protein sequence motif information using bio-inspired computing / Gowri Rajasekaran, Rathipriya R -- Study of basic concepts on the development of protein microarray - gene expression profiling: protein microarray / P. Sivashanmugam, Arun C., Selvakumar P. -- Personalized medicine in the era of genomics / Navneet Kaur Soni, Nitin Thukral, Yasha Hasija -- Evolutionary computing approaches to system identification / Bidyadhar Subudhi, Debashisha Jena -- BFO optimized automatic load frequency control of a multi-area power system / Pravat Kumar Ray, Sushmita Ekka -- Solution of some differential equation in fuzzy environment by extension principle method and its application in biomathematics / Sankar Prasad Mondal -- Application of computational intelligence techniques in wireless sensor networks the state of the art / Subhendu Kumar Pani. |
ctrlnum | (CaBNVSL)gtp00566181 (OCoLC)953583992 |
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 |
format | Electronic eBook |
fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>04373nam a2200565 i 4500</leader><controlfield tag="001">ZDB-98-IGB-00146888</controlfield><controlfield tag="003">IGIG</controlfield><controlfield tag="005">20160713142453.0</controlfield><controlfield tag="006">m eo d </controlfield><controlfield tag="007">cr bn |||m|||a</controlfield><controlfield tag="008">160707s2016 paua fob 001 0 eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="z"> 2016010985</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781522504283</subfield><subfield code="q">electronic</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">9781522504276</subfield><subfield code="q">print</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.4018/978-1-5225-0427-6</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CaBNVSL)gtp00566181</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)953583992</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">CaBNVSL</subfield><subfield code="b">eng</subfield><subfield code="e">rda</subfield><subfield code="c">CaBNVSL</subfield><subfield code="d">CaBNVSL</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">QH324.2</subfield><subfield code="b">.H35763 2016e</subfield></datafield><datafield tag="082" ind1="7" ind2=" "><subfield code="a">570.285</subfield><subfield code="2">23</subfield></datafield><datafield tag="245" ind1="0" ind2="0"><subfield code="a">Handbook of research on computational intelligence applications in bioinformatics </subfield><subfield code="c">Sujata Dash and Bidyadhar Subudhi, editors.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) :</subfield><subfield code="b">IGI Global,</subfield><subfield code="c">[2016]</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">PDFs (514 pages) :</subfield><subfield code="b">illustrations.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">electronic</subfield><subfield code="2">isbdmedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="504" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index.</subfield></datafield><datafield tag="505" ind1="0" ind2=" "><subfield code="a">Unleashing artificial intelligence onto big data: a review / Rupa Mahanty, Prabhat Kumar Mahanti -- Hybrid ensemble learning methods for classification of microarray data: RotBagg ensemble based classification / Sujata Dash -- Recent trends in spatial data mining and its challenges / Anuradha Jagadeesan, Prathik A, Tripathy B K -- Knowledge representation: a semantic network approach / Atta ur Rahman -- Development of novel multi-objective based model for protein structural class prediction / Bishnupriya Panda, Babita Majhi -- Rough fuzzy set theory and neighbourhood approximation based modelling for spatial epidemiology / Balakrushna Tripathy, Sharmila Banu K. -- Applying CI in biology through PSO / Rojalina Priyadarshini [and 3 others] -- Application of rough set based models in medical diagnosis / Balakrushna Tripathy -- Application of uncertainty models in bioinformatics / B.K. Tripathy, R.K. Mohanty, Sooraj T.R. -- Computational methods for prediction of protein-protein interactions: PPI prediction methods / Sneha Rai, Sonika Bhatnagar -- Analysis of microarray data using artificial intelligence based techniques / Khalid Raza -- Extraction of protein sequence motif information using bio-inspired computing / Gowri Rajasekaran, Rathipriya R -- Study of basic concepts on the development of protein microarray - gene expression profiling: protein microarray / P. Sivashanmugam, Arun C., Selvakumar P. -- </subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Personalized medicine in the era of genomics / Navneet Kaur Soni, Nitin Thukral, Yasha Hasija -- Evolutionary computing approaches to system identification / Bidyadhar Subudhi, Debashisha Jena -- BFO optimized automatic load frequency control of a multi-area power system / Pravat Kumar Ray, Sushmita Ekka -- Solution of some differential equation in fuzzy environment by extension principle method and its application in biomathematics / Sankar Prasad Mondal -- Application of computational intelligence techniques in wireless sensor networks the state of the art / Subhendu Kumar Pani.</subfield></datafield><datafield tag="506" ind1=" " ind2=" "><subfield code="a">Restricted to subscribers or individual electronic text purchasers.</subfield></datafield><datafield tag="520" ind1="3" ind2=" "><subfield code="a">"This book examines emergent research in handling real-world problems through the application of various computation technologies and techniques by featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired computing"--Provided by publisher.</subfield></datafield><datafield tag="530" ind1=" " ind2=" "><subfield code="a">Also available in print.</subfield></datafield><datafield tag="538" ind1=" " ind2=" "><subfield code="a">Mode of access: World Wide Web.</subfield></datafield><datafield tag="588" ind1=" " ind2=" "><subfield code="a">Description based on title screen (IGI Global, viewed 07/07/2016).</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Bioinformatics.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Computational biology</subfield><subfield code="x">Research.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Artificial intelligence</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Big data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Bio-inspired algorithms</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Data mining</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Genomics</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Microarray data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Protein interactions</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Rough sets</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Dash, Sujata</subfield><subfield code="d">1969-</subfield><subfield code="e">editor.</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Subudhi, Bidyadhar</subfield><subfield code="d">1963-</subfield><subfield code="e">editor.</subfield></datafield><datafield tag="710" ind1="2" ind2=" "><subfield code="a">IGI Global,</subfield><subfield code="e">publisher.</subfield></datafield><datafield tag="776" ind1="0" ind2=" "><subfield code="c">(Original)</subfield><subfield code="w">(DLC)2016010985</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Print version:</subfield><subfield code="z">1522504273</subfield><subfield code="z">9781522504276</subfield><subfield code="w">(DLC) 2016010985</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="l">FWS01</subfield><subfield code="p">ZDB-98-IGB</subfield><subfield code="q">FWS_PDA_IGB</subfield><subfield code="u">http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0427-6</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-98-IGB</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-863</subfield></datafield></record></collection> |
id | ZDB-98-IGB-00146888 |
illustrated | Illustrated |
indexdate | 2024-11-26T14:51:50Z |
institution | BVB |
isbn | 9781522504283 |
language | English |
oclc_num | 953583992 |
open_access_boolean | |
owner | DE-863 DE-BY-FWS |
owner_facet | DE-863 DE-BY-FWS |
physical | PDFs (514 pages) : illustrations. Also available in print. |
psigel | ZDB-98-IGB |
publishDate | 2016 |
publishDateSearch | 2016 |
publishDateSort | 2016 |
publisher | IGI Global, |
record_format | marc |
spelling | Handbook of research on computational intelligence applications in bioinformatics Sujata Dash and Bidyadhar Subudhi, editors. Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) : IGI Global, [2016] PDFs (514 pages) : illustrations. text rdacontent electronic isbdmedia online resource rdacarrier Includes bibliographical references and index. Unleashing artificial intelligence onto big data: a review / Rupa Mahanty, Prabhat Kumar Mahanti -- Hybrid ensemble learning methods for classification of microarray data: RotBagg ensemble based classification / Sujata Dash -- Recent trends in spatial data mining and its challenges / Anuradha Jagadeesan, Prathik A, Tripathy B K -- Knowledge representation: a semantic network approach / Atta ur Rahman -- Development of novel multi-objective based model for protein structural class prediction / Bishnupriya Panda, Babita Majhi -- Rough fuzzy set theory and neighbourhood approximation based modelling for spatial epidemiology / Balakrushna Tripathy, Sharmila Banu K. -- Applying CI in biology through PSO / Rojalina Priyadarshini [and 3 others] -- Application of rough set based models in medical diagnosis / Balakrushna Tripathy -- Application of uncertainty models in bioinformatics / B.K. Tripathy, R.K. Mohanty, Sooraj T.R. -- Computational methods for prediction of protein-protein interactions: PPI prediction methods / Sneha Rai, Sonika Bhatnagar -- Analysis of microarray data using artificial intelligence based techniques / Khalid Raza -- Extraction of protein sequence motif information using bio-inspired computing / Gowri Rajasekaran, Rathipriya R -- Study of basic concepts on the development of protein microarray - gene expression profiling: protein microarray / P. Sivashanmugam, Arun C., Selvakumar P. -- Personalized medicine in the era of genomics / Navneet Kaur Soni, Nitin Thukral, Yasha Hasija -- Evolutionary computing approaches to system identification / Bidyadhar Subudhi, Debashisha Jena -- BFO optimized automatic load frequency control of a multi-area power system / Pravat Kumar Ray, Sushmita Ekka -- Solution of some differential equation in fuzzy environment by extension principle method and its application in biomathematics / Sankar Prasad Mondal -- Application of computational intelligence techniques in wireless sensor networks the state of the art / Subhendu Kumar Pani. Restricted to subscribers or individual electronic text purchasers. "This book examines emergent research in handling real-world problems through the application of various computation technologies and techniques by featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired computing"--Provided by publisher. Also available in print. Mode of access: World Wide Web. Description based on title screen (IGI Global, viewed 07/07/2016). Bioinformatics. Computational biology Research. Artificial intelligence Big data Bio-inspired algorithms Data mining Genomics Microarray data Protein interactions Rough sets Dash, Sujata 1969- editor. Subudhi, Bidyadhar 1963- editor. IGI Global, publisher. (Original) (DLC)2016010985 Print version: 1522504273 9781522504276 (DLC) 2016010985 FWS01 ZDB-98-IGB FWS_PDA_IGB http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0427-6 Volltext |
spellingShingle | Handbook of research on computational intelligence applications in bioinformatics Unleashing artificial intelligence onto big data: a review / Rupa Mahanty, Prabhat Kumar Mahanti -- Hybrid ensemble learning methods for classification of microarray data: RotBagg ensemble based classification / Sujata Dash -- Recent trends in spatial data mining and its challenges / Anuradha Jagadeesan, Prathik A, Tripathy B K -- Knowledge representation: a semantic network approach / Atta ur Rahman -- Development of novel multi-objective based model for protein structural class prediction / Bishnupriya Panda, Babita Majhi -- Rough fuzzy set theory and neighbourhood approximation based modelling for spatial epidemiology / Balakrushna Tripathy, Sharmila Banu K. -- Applying CI in biology through PSO / Rojalina Priyadarshini [and 3 others] -- Application of rough set based models in medical diagnosis / Balakrushna Tripathy -- Application of uncertainty models in bioinformatics / B.K. Tripathy, R.K. Mohanty, Sooraj T.R. -- Computational methods for prediction of protein-protein interactions: PPI prediction methods / Sneha Rai, Sonika Bhatnagar -- Analysis of microarray data using artificial intelligence based techniques / Khalid Raza -- Extraction of protein sequence motif information using bio-inspired computing / Gowri Rajasekaran, Rathipriya R -- Study of basic concepts on the development of protein microarray - gene expression profiling: protein microarray / P. Sivashanmugam, Arun C., Selvakumar P. -- Personalized medicine in the era of genomics / Navneet Kaur Soni, Nitin Thukral, Yasha Hasija -- Evolutionary computing approaches to system identification / Bidyadhar Subudhi, Debashisha Jena -- BFO optimized automatic load frequency control of a multi-area power system / Pravat Kumar Ray, Sushmita Ekka -- Solution of some differential equation in fuzzy environment by extension principle method and its application in biomathematics / Sankar Prasad Mondal -- Application of computational intelligence techniques in wireless sensor networks the state of the art / Subhendu Kumar Pani. Bioinformatics. Computational biology Research. |
title | Handbook of research on computational intelligence applications in bioinformatics |
title_auth | Handbook of research on computational intelligence applications in bioinformatics |
title_exact_search | Handbook of research on computational intelligence applications in bioinformatics |
title_full | Handbook of research on computational intelligence applications in bioinformatics Sujata Dash and Bidyadhar Subudhi, editors. |
title_fullStr | Handbook of research on computational intelligence applications in bioinformatics Sujata Dash and Bidyadhar Subudhi, editors. |
title_full_unstemmed | Handbook of research on computational intelligence applications in bioinformatics Sujata Dash and Bidyadhar Subudhi, editors. |
title_short | Handbook of research on computational intelligence applications in bioinformatics |
title_sort | handbook of research on computational intelligence applications in bioinformatics |
topic | Bioinformatics. Computational biology Research. |
topic_facet | Bioinformatics. Computational biology Research. |
url | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0427-6 |
work_keys_str_mv | AT dashsujata handbookofresearchoncomputationalintelligenceapplicationsinbioinformatics AT subudhibidyadhar handbookofresearchoncomputationalintelligenceapplicationsinbioinformatics AT igiglobal handbookofresearchoncomputationalintelligenceapplicationsinbioinformatics |