Lifeng Peng

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 8

Top Topics

Genetic Programming

Scoring Function

Mass Spectrometry

Top Venues

EvoApplications

IEEE Congress on Evolutionary Computation

Publications

Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng
Improving the Results of De novo Peptide Identification via Tandem Mass Spectrometry Using a Genetic Programming-based Scoring Function for Re-ranking Peptide-Spectrum Matches. CoRR (2019)
Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng
Improving the Results of De novo Peptide Identification via Tandem Mass Spectrometry Using a Genetic Programming-Based Scoring Function for Re-ranking Peptide-Spectrum Matches. PRICAI (3) (2019)
Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng
A Decomposition Based Multi-objective Genetic Programming Algorithm for Classification of Highly Imbalanced Tandem Mass Spectrometry. ACPR (2) (2019)
Samaneh Azari, Mengjie Zhang, Bing Xue, Lifeng Peng
Learning to Rank Peptide-Spectrum Matches Using Genetic Programming. CEC (2019)
Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng
GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry Using Genetic Algorithm. EvoApplications (2019)
Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng
GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry using Genetic Algorithm. CoRR (2019)
Samaneh Azari, Mengjie Zhang, Bing Xue, Lifeng Peng
Genetic Programming for Preprocessing Tandem Mass Spectra to Improve the Reliability of Peptide Identification. CEC (2018)
Soha Ahmed, Mengjie Zhang, Lifeng Peng, Bing Xue
A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data. EvoApplications (1) (2016)
Soha Ahmed, Mengjie Zhang, Lifeng Peng, Bing Xue
Multiple feature construction for effective biomarker identification and classification using genetic programming. GECCO (2014)
Soha Ahmed, Mengjie Zhang, Lifeng Peng, Bing Xue
Genetic Programming for Measuring Peptide Detectability. SEAL (2014)
Soha Ahmed, Mengjie Zhang, Lifeng Peng
A new GP-based wrapper feature construction approach to classification and biomarker identification. IEEE Congress on Evolutionary Computation (2014)
Soha Ahmed, Mengjie Zhang, Lifeng Peng
Prediction of detectable peptides in MS data using genetic programming. GECCO (Companion) (2014)
Soha Ahmed, Mengjie Zhang, Lifeng Peng
Improving feature ranking for biomarker discovery in proteomics mass spectrometry data using genetic programming. Connect. Sci. 26 (3) (2014)
Soha Ahmed, Mengjie Zhang, Lifeng Peng
GPMS: A Genetic Programming Based Approach to Multiple Alignment of Liquid Chromatography-Mass Spectrometry Data. EvoApplications (2014)
Zhao Li, Weiping Jiang, Wenwu Ding, Liansheng Deng, Lifeng Peng
Estimates of Minor Ocean Tide Loading Displacement and Its Impact on Continuous GPS Coordinate Time Series. Sensors 14 (3) (2014)
Soha Ahmed, Mengjie Zhang, Lifeng Peng
Feature Selection and Classification of High Dimensional Mass Spectrometry Data: A Genetic Programming Approach. EvoBIO (2013)
Soha Ahmed, Mengjie Zhang, Lifeng Peng
Enhanced feature selection for biomarker discovery in LC-MS data using GP. IEEE Congress on Evolutionary Computation (2013)
Soha Ahmed, Mengjie Zhang, Lifeng Peng
Genetic Programming for Biomarker Detection in Mass Spectrometry Data. Australasian Conference on Artificial Intelligence (2012)
Rohitash Chandra, Mengjie Zhang, Lifeng Peng
Application of Cooperative Convolution Optimization for 13C Metabolic Flux Analysis: Simulation of Isotopic Labeling Patterns Based on Tandem Mass Spectrometry Measurements. SEAL (2012)