James G. Lyons

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 2

Top Topics

Protein Structural

Log Gabor Filters

Feature Extraction

Top Venues

J. Comput. Chem.

J. Adv. Comput. Intell. Intell. Informatics

Publications

Rhys Heffernan, Kuldip K. Paliwal, James G. Lyons, Jaswinder Singh, Yuedong Yang, Yaoqi Zhou
Single-sequence-based prediction of protein secondary structures and solvent accessibility by deep whole-sequence learning. J. Comput. Chem. 39 (26) (2018)
Rhys Heffernan, Abdollah Dehzangi, James G. Lyons, Kuldip K. Paliwal, Alok Sharma, Jihua Wang, Abdul Sattar, Yaoqi Zhou, Yuedong Yang
Highly accurate sequence-based prediction of half-sphere exposures of amino acid residues in proteins. Bioinform. 32 (6) (2016)
Abdollah Dehzangi, Alok Sharma, James G. Lyons, Kuldip K. Paliwal, Abdul Sattar
A mixture of physicochemical and evolutionary-based feature extraction approaches for protein fold recognition. Int. J. Data Min. Bioinform. 11 (1) (2015)
Abdollah Dehzangi, Sohrab Sohrabi, Rhys Heffernan, Alok Sharma, James G. Lyons, Kuldip K. Paliwal, Abdul Sattar
Gram-positive and gram-negative subcellular localization using rotation forest and physicochemical-based features. BMC Bioinform. 16 (S-4) (2015)
Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar
Proposing a highly accurate protein structural class predictor using segmentation-based features. BMC Genom. 15 (S-1) (2014)
Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar
A Segmentation-Based Method to Extract Structural and Evolutionary Features for Protein Fold Recognition. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (3) (2014)
Kuldip K. Paliwal, Alok Sharma, James G. Lyons, Abdollah Dehzangi
Improving protein fold recognition using the amalgamation of evolutionary-based and structural based information. BMC Bioinform. 15 (S-16) (2014)
James G. Lyons, Abdollah Dehzangi, Rhys Heffernan, Alok Sharma, Kuldip K. Paliwal, Abdul Sattar, Yaoqi Zhou, Yuedong Yang
Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto-encoder deep neural network. J. Comput. Chem. 35 (28) (2014)
Harsh Saini, Gaurav Raicar, Alok Sharma, Sunil Pranit Lal, Abdollah Dehzangi, Rajeshkannan Ananthanarayanan, James G. Lyons, Neela Biswas, Kuldip K. Paliwal
Protein Structural Class Prediction via k-Separated Bigrams Using Position Specific Scoring Matrix. J. Adv. Comput. Intell. Intell. Informatics 18 (4) (2014)
Alok Sharma, Kuldip K. Paliwal, Abdollah Dehzangi, James G. Lyons, Seiya Imoto, Satoru Miyano
A strategy to select suitable physicochemical attributes of amino acids for protein fold recognition. BMC Bioinform. 14 (2013)
Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar
Enhancing Protein Fold Prediction Accuracy Using Evolutionary and Structural Features. PRIB (2013)
Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar
Exploring Potential Discriminatory Information Embedded in PSSM to Enhance Protein Structural Class Prediction Accuracy. PRIB (2013)
Abdollah Dehzangi, Kuldip K. Paliwal, Alok Sharma, James G. Lyons, Abdul Sattar
Protein Fold Recognition Using an Overlapping Segmentation Approach and a Mixture of Feature Extraction Models. Australasian Conference on Artificial Intelligence (2013)
Kuldip K. Paliwal, Benjamin J. Shannon, James G. Lyons, Kamil K. Wójcicki
Speech-Signal-Based Frequency Warping. IEEE Signal Process. Lett. 16 (4) (2009)
Stephen So, Kamil K. Wójcicki, James G. Lyons, Anthony P. Stark, Kuldip K. Paliwal
Kalman fitler with phase spectrum compensation algorithm for speech enhancement. ICASSP (2009)
Anthony P. Stark, Kamil K. Wójcicki, James G. Lyons, Kuldip K. Paliwal
Noise driven short-time phase spectrum compensation procedure for speech enhancement. INTERSPEECH (2008)
Kamil K. Wójcicki, Mitar Milacic, Anthony P. Stark, James G. Lyons, Kuldip K. Paliwal
Exploiting Conjugate Symmetry of the Short-Time Fourier Spectrum for Speech Enhancement. IEEE Signal Process. Lett. 15 (2008)
James G. Lyons, Kuldip K. Paliwal
Effect of compressing the dynamic range of the power spectrum in modulation filtering based speech enhancement. INTERSPEECH (2008)