BOOSTING THE PERFORMANCE OF PSEUDO AMINO ACID COMPOSITION
| dc.contributor.author | Goktepe, Yunus Emre | |
| dc.contributor.author | Ilhan, Ilhan | |
| dc.contributor.author | Kahramanli, Sirzat | |
| dc.date.accessioned | 2020-03-26T18:13:53Z | |
| dc.date.available | 2020-03-26T18:13:53Z | |
| dc.date.issued | 2011 | |
| dc.department | Selçuk Üniversitesi | en_US |
| dc.description | 3rd International Conference on Future Computer and Communication (ICFCC 2011) -- JUN 03-05, 2011 -- G Enescu Univ Arts, Iasi, ROMANIA | en_US |
| dc.description.abstract | Protein-protein interactions are critical in coordinating various cellular processes. They help understanding protein function and drug design. Extracting protein features from amino acid sequences is important in order to study protein-protein interactions. Various feature extraction approaches for proteins have been introduced up to the present. PseAAC is one of the most used protein feature extractor. In this work we purpose a new approach to calculate amino acid composition values. The purpose of our method is to adjust the weights of the composition values during feature extraction process. It means that bigger composition values will contribute more to prediction function than smaller ones. Our experimental results showed that our method outperformed PseAAC. | en_US |
| dc.description.sponsorship | IACSIT, Huazhong Normal Univ, Univ Putra Malaysia | en_US |
| dc.identifier.endpage | 64 | en_US |
| dc.identifier.isbn | 978-0-7918-5971-1 | |
| dc.identifier.startpage | 59 | en_US |
| dc.identifier.uri | https://hdl.handle.net/20.500.12395/26204 | |
| dc.identifier.wos | WOS:000320410200009 | en_US |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | AMER SOC MECHANICAL ENGINEERS | en_US |
| dc.relation.ispartof | PROCEEDINGS OF THE 2011 3RD INTERNATIONAL CONFERENCE ON FUTURE COMPUTER AND COMMUNICATION (ICFCC 2011) | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.selcuk | 20240510_oaig | en_US |
| dc.subject | Protein-protein interactions (ppis) | en_US |
| dc.subject | Pseudo amino acid composition (PseAAC) | en_US |
| dc.subject | Support vector machine (SVM) | en_US |
| dc.title | BOOSTING THE PERFORMANCE OF PSEUDO AMINO ACID COMPOSITION | en_US |
| dc.type | Conference Object | en_US |
