Patents


  1. Wearable computing device featuring machine-learning-based smoking detection (DOI/PDF)
    Homayoun Valafar, Casey A. Cole, James F. Thrasher, Scott M. Strayer; patent number US10551935B2; 2020


Books/Book Chapters


  1. Structure Calculation of α, α/β, β Proteins From Residual Dipolar Coupling Data Using REDCRAFT (DOI/PDF)
    C.A. Cole, D. Ishimaru, M. Hennig, H. Valafar; Elsevier, Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology, ISBN 9780128042038; 2016

  2. Structure and Dynamics of Proteins from Nuclear Magnetic Resonance Spectroscopy (DOI/PDF)
    Homayoun Valafar, Stephanie J.; InTech, Protein Structure, ISBN 9789535105558; 2012

  3. Protein Structure (DOI/PDF)
    Eshel Faraggi; BoD – Books on Demand, ISBN 9789535105558; 2012

  4. Chapter 2 - A Review of REDCRAFT: Simultaneous Investigation of Structure and Dynamics of Proteins from RDC Restraints (DOI/PDF)
    Homayoun Valafar, Mikhail Simin, Stephanie Irausquin; Academic Press, Annual Reports on NMR Spectroscopy, 2012

  5. A Review of REDCRAFT (DOI/PDF)
    Homayoun Valafar, Mikhail Simin, Stephanie Irausquin; Elsevier, Annual Reports on NMR Spectroscopy, ISBN 9780123970190; 2012

  6. Determination of protein backbone structures from residual dipolar couplings (DOI/PDF)
    James H. Prestegard, K. L. Mayer, Homayoun Valafar, G. C. Benison; Elsevier, Methods in enzymology, 2005


Journal Publications


  1. Abstract 5425: Analysis of cancer patients’ molecular and clinical data using artificial intelligence and machine learning approaches (DOI/PDF)
    Ali Firooz, Avery T. Funkhouser, Julie C. Martin, W. Jeffery Edenfield, Homayoun Valafar, Anna V. Blenda; Cancer Research; 2023

  2. Kynurenine aminotransferase II inhibition promotes sleep and rescues impairments induced by neurodevelopmental insult (DOI/PDF)
    Snezana Milosavljevic, Andrew K. Smith, Courtney J. Wright, Homayoun Valafar, Ana Pocivavsek; Translational Psychiatry; 2023

  3. Concurrent Identification and Characterization of Protein Structure and Continuous Internal Dynamics with REDCRAFT (DOI/PDF)
    Hanin Omar, Aaron Hein, Casey A. Cole, Homayoun Valafar; Frontiers in Molecular Biosciences; 2022

  4. Proximity-dependent biotinylation detects associations between SARS coronavirus nonstructural protein 1 and stress granule–associated proteins (DOI/PDF)
    Yevgeniy A. Gerassimovich, Samantha J. Miladinovski-Bangall, Kaitlin M. Bridges, Linkel Boateng, Lauren E. Ball, Homayoun Valafar, et al.; Journal of Biological Chemistry; 2021

  5. Quantification of Smoking Characteristics Using Smartwatch Technology: Pilot Feasibility Study of New Technology (DOI/PDF)
    Casey Anne Cole, Shannon Powers, Rachel L. Tomko, Brett Froeliger, Homayoun Valafar; JMIR Formative Research; 2021

  6. REDCRAFT: A computational platform using residual dipolar coupling NMR data for determining structures of perdeuterated proteins in solution (DOI/PDF)
    Casey A. Cole, Nourhan S. Daigham, Gaohua Liu, Gaetano T. Montelione, Homayoun Valafar; PLOS Computational Biology; 2021

  7. Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package (DOI/PDF)
    Casey Cole, Caleb Parks, Julian Rachele, Homayoun Valafar; BMC Bioinformatics; 2020

  8. Reduction in the complexity of 1D 1H-NMR spectra by the use of Frequency to Information Transformation (DOI/PDF)
    Homayoun Valafar, Faramarz Valafar; arXiv preprint arXiv:2012.09267; 2020

  9. A Study of Nonstructural Protein 1 of SARS Coronavirus (DOI/PDF)
    Anita Nag, Homayoun Valafar, Niharika Pandala; The FASEB Journal; 2020

  10. Acute sleep deprivation during pregnancy in rats: rapid elevation of placental and fetal inflammation and kynurenic acid (DOI/PDF)
    Annalisa M. Baratta, Nickole R. Kanyuch, Casey A. Cole, Homayoun Valafar, Jessica Deslauriers, Ana Pocivavsek; Neurobiology of Stress; 2020

  11. Designing and executing a functional exercise to test a novel informatics tool for mass casualty triage (DOI/PDF)
    Sara B Donevant, Erik R Svendsen, Jane V Richter, Abbas S Tavakoli, Jean B r Craig, Nicholas D Boltin, et al.; Journal of the American Medical Informatics Association; 2019

  12. Protein structure prediction assisted with sparse NMR data in CASP13 (DOI/PDF)
    Davide Sala, Yuanpeng Janet Huang, Casey A. Cole, David A. Snyder, Gaohua Liu, Yojiro Ishida, et al.; Proteins: Structure, Function, and Bioinformatics; 2019

  13. Mobile Decision Support Tool for Emergency Departments and Mass Casualty Incidents (EDIT): Initial Study (DOI/PDF)
    Nicholas Boltin, Diego Valdes, Joan M. Culley, Homayoun Valafar; JMIR mHealth and uHealth; 2018

  14. Detecting Smoking Events Using Accelerometer Data Collected Via Smartwatch Technology: Validation Study (DOI/PDF)
    Casey A. Cole, Dien Anshari, Victoria Lambert, James F. Thrasher, Homayoun Valafar; JMIR mHealth and uHealth; 2017

  15. Trading pounds for points: Engagement and weight loss in a mobile health intervention (DOI/PDF)
    Sarah Hales, Gabrielle M. Turner-McGrievy, Sara Wilcox, Rachel E. Davis, Arjang Fahim, Michael Huhns, et al.; Digital Health; 2017

  16. Identification of novel cancer therapeutic targets using a designed and pooled shRNA library screen (DOI/PDF)
    David Oliver, Hao Ji, Piaomu Liu, Alexander Gasparian, Ellen Gardiner, Samuel Lee, et al.; Scientific reports; 2017

  17. An AI model for Rapid and Accurate Identification of Chemical Agents in Mass Casualty Incidents (DOI/PDF)
    Nicholas Boltin, Daniel Vu, Bethany Janos, Alyssa Shofner, Joan Culley, Homayoun Valafar; HIMS 2016 : proceedings of the 2016 International Conference on Health Informatics and Medical Systems. HIMS (Conference) (2016 : Las Vegas, Nev.); 2016

  18. Structure Calculation and Reconstruction of Discrete-State Dynamics from Residual Dipolar Couplings (DOI/PDF)
    Casey A. Cole, Rishi Mukhopadhyay, Hanin Omar, Mirko Hennig, Homayoun Valafar; Journal of Chemical Theory and Computation; 2016

  19. A Mixed-Methods Approach to the Development, Refinement, and Pilot Testing of Social Networks for Improving Healthy Behaviors (DOI/PDF)
    Sarah Hales, Gabrielle Turner-McGrievy, Arjang Fahim, Andrew Freix, Sara Wilcox, Rachel E. Davis, et al.; JMIR Human Factors; 2016

  20. Social networks for improving healthy weight loss behaviors for overweight and obese adults: a randomized clinical trial of the social pounds off digitally (Social POD) mobile app (DOI/PDF)
    Sarah Hales, Gabrielle M. Turner-McGrievy, Sara Wilcox, Arjang Fahim, Rachel E. Davis, Michael Huhns, et al.; International journal of medical informatics; 2016

  21. Improvements to REDCRAFT: a software tool for simultaneous characterization of protein backbone structure and dynamics from residual dipolar couplings (DOI/PDF)
    Mikhail Simin, Stephanie Irausquin, Casey A. Cole, Homayoun Valafar; Journal of Biomolecular NMR; 2014

  22. Dynafold: a dynamic programming approach to protein backbone structure determination from minimal sets of residual dipolar couplings (DOI/PDF)
    Rishi Mukhopadhyay, Stephanie Irausquin, Christopher Schmidt, Homayoun Valafar; Journal of Bioinformatics and Computational Biology; 2014

  23. Protein Structure Validation and Identification from Unassigned Residual Dipolar Coupling Data Using 2D-PDPA (DOI/PDF)
    Arjang Fahim, Rishi Mukhopadhyay, Ryan Yandle, James H. Prestegard, Homayoun Valafar; Molecules; 2013

  24. An artificial neural network approach to improving the correlation between protein energetics and the backbone structure (DOI/PDF)
    Timothy M. Fawcett, Stephanie J. Irausquin, Mikhail Simin, Homayoun Valafar; PROTEOMICS; 2013

  25. Advances in the REDCAT software package (DOI/PDF)
    Chris Schmidt, Stephanie J. Irausquin, Homayoun Valafar; BMC bioinformatics; 2013

  26. Multiple structure alignment with msTALI (DOI/PDF)
    Paul Shealy, Homayoun Valafar; BMC bioinformatics; 2012

  27. Backbone resonance assignment and order tensor estimation using residual dipolar couplings (DOI/PDF)
    Paul Shealy, Yizhou Liu, Mikhail Simin, Homayoun Valafar; Journal of Biomolecular NMR; 2011

  28. Simultaneous structure and dynamics of a membrane protein using REDCRAFT: membrane-bound form of Pf1 coat protein (DOI/PDF)
    Paul Shealy, Mikhail Simin, Sang Ho Park, Stanley J. Opella, Homayoun Valafar; Journal of Magnetic Resonance; 2010

  29. Efficient and accurate estimation of relative order tensors from λ-maps (DOI/PDF)
    Rishi Mukhopadhyay, Xijiang Miao, Paul Shealy, Homayoun Valafar; Journal of Magnetic Resonance; 2009

  30. Phage-induced alignment of membrane proteins enables the measurement and structural analysis of residual dipolar couplings with dipolar waves and λ-maps (DOI/PDF)
    Sang Ho Park, Woo Sung Son, Rishi Mukhopadhyay, Homayoun Valafar, Stanley J. Opella; Journal of the American Chemical Society; 2009

  31. Rapid classification of protein structure models using unassigned backbone RDCs and probability density profile analysis (PDPA) (DOI/PDF)
    Sonal Bansal, Xijiang Miao, Michael WW Adams, James H. Prestegard, Homayoun Valafar; Journal of Magnetic Resonance; 2008

  32. Estimation of relative order tensors, and reconstruction of vectors in space using unassigned RDC data and its application (DOI/PDF)
    Xijiang Miao, Rishi Mukhopadhyay, Homayoun Valafar; Journal of Magnetic Resonance; 2008

  33. TALI: local alignment of protein structures using backbone torsion angles (DOI/PDF)
    Xijiang Miao, Peter J. Waddell, Homayoun Valafar; Journal of bioinformatics and computational biology; 2008

  34. REDCRAFT: a tool for simultaneous characterization of protein backbone structure and motion from RDC data (DOI/PDF)
    Michael Bryson, Fang Tian, James H. Prestegard, Homayoun Valafar; Journal of Magnetic Resonance; 2008

  35. Assessment of protein alignment using 1H–1H residual dipolar coupling measurements (DOI/PDF)
    Junfeng Wang, Homayoun Valafar, James H. Prestegard; Journal of Magnetic Resonance; 2005

  36. Assignment of Backbone Resonances from Minimal NMR Data Using Connectivity (DOI/PDF)
    Laura Morris, Homayoun Valafar, James Prestegard; Journal of Biomolecular NMR; 2004

  37. Assignment of protein backbone resonances using connectivity, torsion angles and 13Cα chemical shifts (DOI/PDF)
    Laura C. Morris, Homayoun Valafar, James H. Prestegard; Journal of Biomolecular NMR; 2004

  38. TECHNIQUES IN MEDICINE AND BIOLOGICAL SCIENCES (DOI/PDF)
    Faramarz Valafar, Homayoun Valafar; 2004

  39. Distributed global optimization and its development on the multiring network (DOI/PDF)
    Homayoun Valafar, Hamid R. Arabnia, Gita Williams; Neural, Parallel & Scientific Computations; 2004

  40. Backbone solution structures of proteins using residual dipolar couplings: application to a novel structural genomics target (DOI/PDF)
    Homayoun Valafar, K. L. Mayer, C. M. Bougault, P. D. LeBlond, F. E. Jenney, P. S. Brereton, et al.; Journal of Structural and Functional Genomics; 2004

  41. NMR structural studies reveal a novel protein fold for MerB, the organomercurial lyase involved in the bacterial mercury resistance system (DOI/PDF)
    Paola Di Lello, Gregory C. Benison, Homayoun Valafar, Keith E. Pitts, Anne O. Summers, Pascale Legault, et al.; Biochemistry; 2004

  42. REDCAT: a residual dipolar coupling analysis tool (DOI/PDF)
    Homayoun Valafar, James H. Prestegard; Journal of magnetic resonance; 2004

  43. Utilizing Molecular Symmetry and Dipolar Couplings to Assign the Resonances of a 33kda Protein Complex (DOI/PDF)
    M.G. Ford, Homayoun Valafar, James Prestegard; Biophysical Journal; 2003

  44. Rapid classification of a protein fold family using a statistical analysis of dipolar couplings (DOI/PDF)
    Homayoun Valafar, James H. Prestegard; Bioinformatics; 2003

  45. Conformational differences in liganded and unliganded states of Galectin-3 (DOI/PDF)
    Kimiko Umemoto, Hakon Leffler, Andre Venot, Homay Valafar, James H. Prestegard; Biochemistry; 2003

  46. Data mining and knowledge discovery in proton nuclear magnetic resonance (1H-NMR) spectra using frequency to information transformation (FIT) (DOI/PDF)
    H. Valafar, F. Valafar; Knowledge-Based Systems; 2002

  47. Datamining Protein Structure Databanks for Crystallization Patterns of Proteins (DOI/PDF)
    Homayoun Valafar, James H. Prestegard, Faramarz Valafar; Annals of the New York Academy of Sciences; 2002

  48. Nuclear magnetic resonance in the era of structural genomics (DOI/PDF)
    James H. Prestegard, Homayoun Valafar, J. Glushka, Fang Tian; Biochemistry; 2001

  49. A dipolar coupling based strategy for simultaneous resonance assignment and structure determination of protein backbones (DOI/PDF)
    Fang Tian, Homayoun Valafar, James H. Prestegard; Journal of the American Chemical Society; 2001

  50. Variation of molecular alignment as a means of resolving orientational ambiguities in protein structures from dipolar couplings (DOI/PDF)
    H. M. Al-Hashimi, Homayoun Valafar, M. Terrell, E. R. Zartler, M. K. Eidsness, James H. Prestegard; Journal of Magnetic Resonance; 2000

  51. Predicting the effectiveness of hydroxyurea in individual sickle cell anemia patients (DOI/PDF)
    Homayoun Valafar, Faramarz Valafar, Alan Darvill, Peter Albersheim, Abdullah Kutlar, Kristy F. Woods, et al.; Artificial Intelligence in Medicine; 2000


Conference Proceedings/Symposium Publications


  1. Comprehensive and user-analytics-friendly cancer patient database for physicians and researchers (DOI/PDF)
    Ali Firooz, Avery T. Funkhouser, Julie C. Martin, W. Jeffery Edenfield, Homayoun Valafar, Anna V. Blenda; 2022 International Conference on Computational Science and Computational Intelligence (CSCI), 2023

  2. On Creating a Comprehensive Food Database (DOI/PDF)
    Lexington Whalen, Brie Turner-McGrievy, Matthew McGrievy, Andrew Hester, Homayoun Valafar; arXiv; 2023

  3. Human Activity Recognition on Time Series Accelerometer Sensor Data using LSTM Recurrent Neural Networks (DOI/PDF)
    Chrisogonas O. Odhiambo, Sanjoy Saha, Corby K. Martin, Homayoun Valafar; arXiv; 2022

  4. Application of Dimensional Reduction in Artificial Neural Networks to Improve Emergency Department Triage During Chemical Mass Casualty Incidents (DOI/PDF)
    Nicholas D. Boltin, Joan M. Culley, Homayoun Valafar; arXiv; 2022

  5. Application of Machine Learning in Early Recommendation of Cardiac Resynchronization Therapy (DOI/PDF)
    Brendan E. Odigwe, Francis G. Spinale, Homayoun Valafar; arXiv; 2021

  6. Computational modeling of SARS-CoV-2 Nsp1 binding to human ribosomal 40S complex (DOI/PDF)
    Linkel Boateng, Anita Nag, Homayoun Valafar; Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, Association for Computing Machinery; 2021

  7. MedSensor: Medication Adherence Monitoring Using Neural Networks on Smartwatch Accelerometer Sensor Data (DOI/PDF)
    Chrisogonas Odhiambo, Pamela Wright, Cindy Corbett, Homayoun Valafar; arXiv; 2021

  8. Structure Calculation and Reconstruction of Discrete State Dynamics from Residual Dipolar Couplings using REDCRAFT (DOI/PDF)
    Casey A. Cole, Rishi Mukhapadhyay, Hanin Omar, Mirko Hennig, Homayoun Valafar; arXiv; 2021

  9. Application of Machine Learning to Sleep Stage Classification (DOI/PDF)
    Andrew Smith, Hardik Anand, Snezana Milosavljevic, Katherine M. Rentschler, Ana Pocivavsek, Homayoun Valafar; 2021 International Conference on Computational Science and Computational Intelligence (CSCI), 2021

  10. An Investigation in Optimal Encoding of Protein Primary Sequence for Structure Prediction by Artificial Neural Networks (DOI/PDF)
    Aaron Hein, Casey Cole, Homayoun Valafar; Advances in Computer Vision and Computational Biology, Springer International Publishing; 2021

  11. Parallel Implementation of Distributed Global Optimization (DGO) (DOI/PDF)
    Homayoun Valafar, Okan K. Ersoy, Farmaraz Valafar; arXiv; 2020

  12. TALI: Protein Structure Alignment Using Backbone Torsion Angles (DOI/PDF)
    Xijiang Miao, Michael G. Bryson, Homayoun Valafar; arXiv; 2020

  13. A Preliminary Investigation in the Molecular Basis of Host Shutoff Mechanism in SARS-CoV (DOI/PDF)
    Niharika Pandala, Casey A. Cole, Devaun McFarland, Anita Nag, Homayoun Valafar; Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Association for Computing Machinery; 2020

  14. Process of Efficiently Parallelizing a Protein Structure Determination Algorithm (DOI/PDF)
    Michael Bryson, Xijiang Miao, Homayoun Valafar; arXiv; 2020

  15. A Comparative study of Artificial Neural Networks Using Reinforcement learning and Multidimensional Bayesian Classification Using Parzen Density Estimation for Identification of GC-EIMS Spectra of Partially Methylated Alditol Acetates (DOI/PDF)
    Faramarz Valafar, Homayoun Valafar; arXiv; 2020

  16. Identification of 1H-NMR Spectra of Xyloglucan Oligosaccharides: A Comparative Study of Artificial Neural Networks and Bayesian Classification Using Nonparametric Density Estimation (DOI/PDF)
    Faramarz Valafar, Homayoun Valafar, William S. York; arXiv; 2020

  17. Assessing the Precision and Recall of msTALI as Applied to an Active-Site Study on Fold Families (DOI/PDF)
    Devaun McFarland, Homayoun Valafar; arXiv; 2020

  18. Recognition of Smoking Gesture Using Smart Watch Technology (DOI/PDF)
    Casey A. Cole, Bethany Janos, Dien Anshari, James F. Thrasher, Scott Strayer, Homayoun Valafar; arXiv; 2020

  19. De Novo Assembly of Uca minax Transcriptome from Next Generation Sequencing (DOI/PDF)
    Hanin Omar, Casey A. Cole, Arjang Fahim, Giuliana Gusmaroli, Stephen Borgianini, Homayoun Valafar; arXiv; 2020

  20. An Investigation of Minimum Data Requirement for Successful Structure Determination of Pf2048.1 with REDCRAFT (DOI/PDF)
    Casey A. Cole, Daniela Ishimaru, Mirko Hennig, Homayoun Valafar; arXiv; 2020

  21. Modelling of Sickle Cell Anemia Patients Response to Hydroxyurea using Artificial Neural Networks (DOI/PDF)
    Brendan E. Odigwe, Jesuloluwa S. Eyitayo, Celestine I. Odigwe, Homayoun Valafar; arXiv; 2019

  22. Improvements of the REDCRAFT Software Package (DOI/PDF)
    Casey A. Cole, Caleb Parks, Julian Rachele, Homayoun Valafar; arXiv; 2019

  23. Aligning Multiple Protein Structures using Biochemical and Biophysical Properties (DOI/PDF)
    Paul Shealy, Homayoun Valafar; arXiv; 2019

  24. Using Residual Dipolar Couplings from Two Alignment Media to Detect Structural Homology (DOI/PDF)
    Ryan Yandle, Rishi Mukhopadhyay, Homayoun Valafar; arXiv; 2019

  25. Minimum Data Requirements and Supplemental Angle Constraints for Protein Structure Prediction with REDCRAFT (DOI/PDF)
    E. Timko, P. Shealy, M. Bryson, H. Valafar; arXiv; 2019

  26. Automated Assignment of Backbone Resonances Using Residual Dipolar Couplings Acquired from a Protein with Known Structure (DOI/PDF)
    P. Shealy, R. Mukhopadhyay, S. Smith, H. Valafar; arXiv; 2019

  27. Protein Fold Family Recognition From Unassigned Residual Dipolar Coupling Data (DOI/PDF)
    Rishi Mukhopadhyay, Paul Shealy, Homayoun Valafar; arXiv; 2019

  28. Evaluating Precisicon and Recall through the Utility of msTALI via an Active Site Study on Fold Families (DOI/PDF)
    Devaun McFarland, Caroline Bullock, Homayoun Valafar; 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019

  29. Automated Analysis of Femoral Artery Calcification Using Machine Learning Techniques (DOI/PDF)
    Liang Zhao, Brendan Odigwe, Susan Lessner, Daniel Clair, Firas Mussa, Homayoun Valafar; 2019 International Conference on Computational Science and Computational Intelligence (CSCI), 2019

  30. PDBMine: A Reformulation of the Protein Data Bank to Facilitate Structural Data Mining (DOI/PDF)
    Casey Cole, Christopher Ott, Diego Valdes, Homayoun Valafar; 2019 International Conference on Computational Science and Computational Intelligence (CSCI), 2019

  31. State Transition Modeling of the Smoking Behavior Using LSTM Recurrent Neural Networks (DOI/PDF)
    Chrisogonas O. Odhiambo, Casey A. Cole, Alaleh Torkjazi, Homayoun Valafar; 2019 International Conference on Computational Science and Computational Intelligence (CSCI), 2019

  32. Application of ensemble learning to the differential gene expression in left-right breast tumors (DOI/PDF)
    Casey A. Cole, Kenneth L. Nesbitt, Homayoun Valafar; 2018 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2018

  33. Resolving ambiguities in accelerometer data due to location of sensor on wrist in application to detection of smoking gesture (DOI/PDF)
    Casey A. Cole, James F. Thrasher, Scott M. Strayer, Homayoun Valafar; 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2017

  34. nD – PDPA: n Dimensional Probability Density Profile Analysis (DOI/PDF)
    Arjang Fahim; University of South Carolina; 2015

  35. An Artificial Neural Network Based Approach for Identification of Native Protein Structures Using an Extended Forcefield (DOI/PDF)
    Timothy Matthew Fawcett, Stephanie Irausquin, Mikhail Simin, Homayoun Valafar; 2011 IEEE International Conference on Bioinformatics and Biomedicine, 2011

  36. Probability Density Profile Analysis: A Method for Identifying Novel Protein Structures (DOI/PDF)
    Arjang Fahim, Stephanie Irausquin, Matthew Fawcett, Mikhail Simin, Homayoun Valafar; Proceedings of the International Conference on Bioinformatics & Computational Biology (BIOCOMP), The Steering Committee of The World Congress in Computer Science, Computer …; 2011

  37. SCOPE: an open-source, C++ implementation for calculation of protein energetics from first principles (DOI/PDF)
    Timothy Matthew Fawcett, Stephanie Irausquin, Mikhail Simin, H. Valafar; Proceedings of the International Conference on Bioinformatics & Computational Biology, Citeseer; 2011

  38. Estimating Probabilities of Peptide Assignments to LC-FTICR-MS Observations (DOI/PDF)
    Kevin K. Anderson, Matthew E. Monroe, Don S. Daly, Faramarz Valafar and Homayoun Valafar; Pacific Northwest National Lab., Richland, WA (US); 2004

  39. Prediction of a patient's response to hydroxyurea treatment using artificial neural networks (DOI/PDF)
    H. Valafar, F. Valafar; Proceedings of the First Joint BMES/EMBS Conference. 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Annual Fall Meeting of the Biomedical Engineering Society (Cat. N, 1999

  40. Identification of /sup 1/H-NMR spectra of N-linked oligosaccharides using artificial neural networks (DOI/PDF)
    H. Valafar, F. Valafar; Proceedings of the First Joint BMES/EMBS Conference. 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Annual Fall Meeting of the Biomedical Engineering Society (Cat. N, 1999

  41. A comparative study of linear and quadratic discriminant classifier techniques for variable selection: a case study in predicting the effectiveness of hydroxyurea treatment of sickle cell anemia (DOI/PDF)
    S. Roushanzamir, H. Valafar, F. Valafar; IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339), 1999

  42. Parallel, self organizing, consensus neural networks (DOI/PDF)
    H. Valafar, F. Valafar, O. Ersoy; IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339), 1999