作者：Joshua D Kangas (6)
Armaghan W Naik (6)
Robert F Murphy (6) (7) (8)

6. Lane Center for Computational Biology ; Carnegie Mellon University ; 5000 Forbes Ave. ; Pittsburgh ; PA ; 15213 ; USA
7. Departments of Biological Sciences ; Machine Learning and Biomedical Engineering ; Carnegie Mellon University ; Pittsburgh ; PA ; USA
8. Freiburg Institute for Advanced Studies and Faculty of Biology ; Albert Ludwig University ; Freiburg ; Germany

关键词：Active learning ; Machine learning ; Drug development ; Polypharmacology ; Computational biology ; Drug discovery

刊名：BMC Bioinformatics

出版年：2014

作者：Maja Temerinac-Ott (5)
Armaghan W. Naik (6)
Robert F. Murphy (5) (6) (7)

5. Freiburg Institute for Advanced Studies ; University of Freiburg ; Freiburg Im Breisgau ; Germany
6. Computational Biology Department ; Carnegie Mellon University ; Pittsburgh ; PA ; USA
7. Departments of Biological Sciences ; Biomedical Engineering and Machine Learning ; Carnegie Mellon University ; Pittsburgh ; PA ; USA

刊名：Lecture Notes in Computer Science

出版年：2015

作者：Juyong Lee (1) (2)
Kiho Lee (2)
InSuk Joung (2) (4)
Keehyoung Joo (2) (3)
Bernard R Brooks (1)
Jooyoung Lee (2) (4)

1. Laboratory of Computational Biology ; National Heart ; Lung ; and Blood Institute ; National Institutes of Health ; 5635 Fishers Ln ; Bethesda ; 20852 ; USA
2. Center for In Silico Protein Science ; Korea Institute for Advanced Study ; Seoul ; Korea
4. School of Computational Sciences ; Korea Institute for Advanced Study ; Seoul ; Korea
3. Center for Advanced Computation ; Korea Institute for Advanced Study ; Seoul ; Korea

关键词：Template ; based modeling ; Homology modeling ; Random forest ; Machine learning ; Protein structure ; Protein structure prediction ; Protein sequence ; Bioinformatics ; Statistics

刊名：BMC Bioinformatics

出版年：2015

作者：Martina Garda (1)
Shivakumar P. Devaiah (1) (5)
Deborah Vicuna Requesens (1)
Yeun-Kyung Chang (1) (6)
Audrei Dabul (1) (7)
Christy Hanson (2)
Kendall R. Hood (3)
Elizabeth E. Hood (1) (4)

1. Arkansas Biosciences Institute ; Arkansas State University ; PO Box 639 ; State University ; AR ; 72467 ; USA
5. Department of Biology ; East Tennessee State University ; Johnson City ; TN ; 37604 ; USA
6. Institute for Advanced Learning and Research ; VA Tech ; Danville ; VA ; 24540 ; USA
7. Dow AgroSciences ; Rod. Anhanguera Km 296 ; Cravinhos ; S茫o Paulo ; 14140-000 ; Brazil
2. EPL Bio Analytical Services (EPL BAS) ; 9095聽W. Harristown Blvd. ; Niantic ; IL ; 62551 ; USA
3. Infinite Enzymes ; LLC ; PO Box 2654 ; State University ; AR ; 72467 ; USA
4. College of Agriculture and Technology ; Arkansas State University ; PO Box 1080 ; State University ; AR ; 72467 ; USA

关键词：Zea mays L. ; Recombinant protein ; Cellulases ; Industrial enzymes ; Substantial equivalence ; Field trial

刊名：Transgenic Research

出版年：2015

作者：Lawrence Josephs (1)

1. Derner Institute of Advanced Psychological Studies ; Adelphi University ; Garden City ; NY ; 11530 ; USA

关键词：Childhood sexuality ; Psychosexual development ; Sex education ; Childhood sex play

刊名：Archives of Sexual Behavior

出版年：2015

作者：Rendong Yang (10) (9)
Yun Bai (11)
Zhaohui Qin (9)
Tianwei Yu (9)

10. Minnesota Supercomputing Institute for Advanced Computational Research (MSI) ; University of Minnesota ; Minneapolis ; MN ; USA
9. Department of Biostatistics and Bioinformatics ; Rollins School of Public Health ; Emory University ; 1518 Clifton Rd ; N.E ; Atlanta ; GA ; USA
11. Department of Pharmaceutical Sciences ; School of Pharmacy ; Philadelphia College of Osteopathic Medicine ; Suwanee ; GA ; USA

关键词：Gene expression ; Network medicine ; Machine learning ; Cancer biology ; Biological networks ; Microarray

刊名：BMC Genomics

出版年：2014

作者：Bas E Dutilh (1) (2) (3) (4)
Cristiane C Thompson (5)
Ana CP Vicente (5)
Michel A Marin (5)
Clarence Lee (7)
Genivaldo GZ Silva (2) (6)
Robert Schmieder (2) (6)
Bruno GN Andrade (5)
Luciane Chimetto (4)
Daniel Cuevas (2) (7)
Daniel R Garza (2)
Iruka N Okeke (8)
Aaron Oladipo Aboderin (9)
Jessica Spangler (7)
Tristen Ross (7)
Elizabeth A Dinsdale (1)
Fabiano L Thompson (4)
Timothy T Harkins (7)
Robert A Edwards (1) (10) (2) (4) (6)

1. Department of Biology ; San Diego State University ; San Diego ; CA ; USA
2. Department of Computer Science ; San Diego State University ; San Diego ; CA ; USA
3. Centre for Molecular and Biomolecular Informatics ; Radboud Institute for Molecular Life Sciences ; Radboud University Medical Centre ; Nijmegen ; The Netherlands
4. Department of Marine Biology ; Institute of Biology ; Federal University of Rio de Janeiro ; Rio de Janeiro ; Brazil
5. Laboratory of Molecular Genetics of Microorganisms ; Oswaldo Cruz Institute ; FIOCRUZ ; Rio de Janeiro ; Brazil
7. Advanced Applications Group ; Life Technologies ; Inc ; Beverly ; MA ; USA
6. Computational Science Research Center ; San Diego State University ; San Diego ; CA ; USA
8. Department of Biology ; Haverford College ; Haverford ; PA ; USA
9. Department of Medical Microbiology & Parasitology ; College of Health Sciences ; Obafemi Awolowo University ; Ile-Ife ; Nigeria
10. Mathematics and Computer Science Division ; Argonne National Laboratory ; Argonne ; IL ; USA

关键词：Functional genomics ; Mobile elements ; Phages ; Niche adaptation ; Vibrio ; Genome evolution ; Genotype ; phenotype association ; Random forest

刊名：BMC Genomics

出版年：2014

作者：Rahul C Deo (1) (2) (3) (4) (5)
Gabriel Musso (5) (6)
Murat Tasan (5) (7)
Paul Tang (3)
Annie Poon (3)
Christiana Yuan (1)
Janine F Felix (8)
Ramachandran S Vasan (10) (9)
Rameen Beroukhim (11) (6)
Teresa De Marco (2)
Pui-Yan Kwok (1) (3)
Calum A MacRae (5)
Frederick P Roth (12) (13) (5) (7)

1. Cardiovascular Research Institute ; University of California ; San Francisco ; CA ; 94158 ; USA
2. Department of Medicine ; University of California ; San Francisco ; CA ; 94143 ; USA
3. Institute for Human Genetics ; University of California ; San Francisco ; CA ; 94158 ; USA
4. California Institute for Quantitative Biosciences ; San Francisco ; CA ; 94143 ; USA
5. Department of Biological Chemistry and Molecular Pharmacology ; Harvard Medical School ; Boston ; MA ; 02115 ; USA
6. Department of Medicine ; Brigham and Women鈥檚 Hospital ; Harvard Medical School ; Boston ; MA ; 02115 ; USA
7. Donnelly Centre and Departments of Molecular Genetics and Computer Science ; University of Toronto and Lunenfeld Research Institute ; Mt Sinai Hospital ; Toronto ; Ontario ; M5G 1X5 ; Canada
8. Department of Epidemiology ; Erasmus University Medical Center ; PO Box 2040 ; 3000 ; CA ; Rotterdam ; The Netherlands
10. Framingham Heart Study ; Boston University School of Medicine ; Framingham ; MA ; 01702 ; USA
9. Preventive Medicine and Cardiology Sections ; and Department of Medicine ; Boston University School of Medicine ; Boston ; MA ; 02118 ; USA
11. Center for Cancer Genome Discovery and Department of Cancer Biology ; Dana-Farber Cancer Institute ; Boston ; MA ; 02215 ; USA
12. Center for Cancer Systems Biology (CCSB) and Department of Cancer Biology ; Dana-Farber Cancer Institute ; Boston ; MA ; 02215 ; USA
13. The Canadian Institute for Advanced Research ; Toronto ; ON ; M5G 1Z8 ; Canada

刊名：Genome Biology

出版年：2014