University of Pittsburgh

Publications - 2018

 * This list is automatically generated through Google Scholar


Journal | Conference | Books | Pre-prints | In Collection | Thesis

          Journal Publications :

  • Investigating the Multidimensionality of Engagement: Affective, Behavioral, and Cognitive Engagement Across Science Activities and Contexts [EPrint] [Link]
    A. Ben-Eliyahu, D. Moore, R. Dorph, C. Schunn 
    Contemporary Educational Psychology, 2018
  • Neighborhood disadvantage, residents' distress, and online social communication: Harnessing Twitter data to examine neighborhood effects [Link]
    J. Booth, Y. Lin, K. Wei 
    Journal of Community Psychology, 2018
  • Z-Glyph: Visualizing outliers in multivariate data [EPrint] [Link]
    N. Cao, Y. Lin, D. Gotz, F. Du 
    Information Visualization, Volume 17, pages 22-40, 2018
  • Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data [Link]
    N. Cao, C. Lin, Q. Zhu, Y. Lin, X. Teng, X. Wen 
    IEEE transactions on visualization and computer graphics, Volume 24, pages 23-33, 2018
  • IntersectionExplorer, a multi-perspective approach for exploring recommendations [Link]
    B. Cardoso, G. Sedrakyan, F. Gutiérrez, D. Parra, P. Brusilovsky, K. Verbert 
    International Journal of Human-Computer Studies, 2018
  • A computational framework for the detection of subcortical brain dysmaturation in neonatal MRI using 3D Convolutional Neural Networks [Link]
    R. Ceschin, A. Zahner, W. Reynolds, J. Gaesser, G. Zuccoli, C. Lo, V. Gopalakrishnan, A. Panigrahy 
    NeuroImage, 2018
  • Finding an optimal balance between agreement and performance in an online reciprocal peer evaluation system [EPrint] [Link]
    K. Cho, C. Schunn 
    Studies in Educational Evaluation, Volume 56, pages 94-101, 2018
  • Precision Oncology beyond Targeted Therapy: Combining Omics Data with Machine Learning Matches the Majority of Cancer Cells to Effective Therapeutics [EPrint] [Link]
    M. Ding, L. Chen, G. Cooper, J. Young, X. Lu 
    Molecular Cancer Research, Volume 16, pages 269-278, 2018
  • Performance Budget Planning: The Case of a Research University [Link]
    M. Druzdzel, J. Kalagnanam 
    Computational Economics, pages 1-19, 2018
  • T188. Massive Open Online Discovery ‘mood’For Schizophrenia Research [EPrint] [Link]
    M. Ganapathiraju, N. Balakrishnan 
    Schizophrenia Bulletin, Volume 44, pages S189-S189, 2018
  • F200. Elucidating The Role Of Cilia In Neuropsychiatric Diseases Through Interactome Analysis [EPrint] [Link]
    M. Ganapathiraju, S. Chaparala, C. Lo 
    Schizophrenia Bulletin, Volume 44, pages S298-S299, 2018
  • 8. Wayfinding and orientation: cognitive aspects of human navigation [Link]
    S. Hirtle 
    Handbook of Behavioral and Cognitive Geography, pages 141, 2018
  • Application of Bayesian Model to Predict Outcomes in Pulmonary Arterial Hypertension [Link]
    M. Kanwar, L. Lohmueller, P. Correa, J. Kraisangka, M. Druzdzel, J. Antaki, R. Benza 
    The Journal of Heart and Lung Transplantation, Volume 37, pages S207, 2018
  • Conference Paper Recommendation for Academic Conferences [EPrint] [Link]
    S. Li, P. Brusilovsky, S. Su, X. Cheng 
    IEEE Access, Volume 6, pages 17153-17164, 2018
  • Guest Editorial: Special Issue on Interactive Visual Analysis of Human and Crowd Behaviors [Link]
    Y. Lin, N. Cao 
    ACM Transactions on Interactive Intelligent Systems (TiiS), Volume 8, pages 1, 2018
  • Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis [EPrint] [Link]
    C. Lin, Q. Zhu, S. Guo, Z. Jin, Y. Lin, N. Cao 
    Data Mining and Knowledge Discovery, pages 1-18, 2018
  • Speech technologies and the assessment of second language speaking: Approaches, challenges, and opportunities [Link]
    D. Litman, H. Strik, G. Lim 
    Language Assessment Quarterly, pages 1-16, 2018
  • The effects of school-related and home-related optional science experiences on science attitudes and knowledge. [Link]
    A. Liu, C. Schunn 
    Journal of Educational Psychology, 2018
  • The integration between nonsymbolic and symbolic numbers: Evidence from an EEG study [EPrint] [Link]
    R. Liu, C. Schunn, J. Fiez, M. Libertus 
    Brain and behavior, Volume 8, pages e00938, 2018
  • Breast Cancer Molecular Subtype Prediction by Mammographic Radiomic Features [Link]
    W. Ma, Y. Zhao, Y. Ji, X. Guo, X. Jian, P. Liu, S. Wu 
    Academic radiology, 2018
  • Improving Conceptual Understanding and Representation Skills Through Excel-Based Modeling [EPrint] [Link]
    K. Malone, C. Schunn, A. Schuchardt 
    Journal of Science Education and Technology, Volume 27, pages 30-44, 2018
  • Exploring Midwives' Need and Intention to Adopt Electronic Integrated Antenatal Care [EPrint] [Link]
    H. Markam, H. Hochheiser, K. Kuntoro, H. Notobroto 
    Perspectives in health information management, Volume 15, 2018
  • A deep learning method for classifying mammographic breast density categories [EPrint] [Link]
    A. Mohamed, W. Berg, H. Peng, Y. Luo, R. Jankowitz, S. Wu 
    Medical physics, Volume 45, pages 314-321, 2018
  • The International Society for Biological and Environmental Repositories Presents Abstracts from Its Annual Meeting Thinking BIG in TEXAS: Seizing BIG Opportunitie... [Link]
    A. Moors, S. Schuur, J. Lynch, D. Ellisor, J. Ness, J. Trevillian, R. Pugh, W. Schleif, S. McCall, M. Datto, M. Whitford, X. Jiang, L. Agrawal, E. Fthenou, E. Jose, S. Fadalah, F. Qafoud, A. Althani, N. Afifi, V. Quintiliani, ... ,  
    Biopreservation and Biobanking, Volume 16, pages A-1-A-54, 2018
  • Binary classifier calibration using an ensemble of piecewise linear regression models [Link]
    M. Naeini, G. Cooper 
    Knowledge and information systems, Volume 54, pages 151-170, 2018
  • Exploring shifts in the characteristics of US government-funded science curriculum materials and their (unintended) consequences [EPrint] [Link]
    N. Roblin, C. Schunn, D. Bernstein, S. McKenney 
    Studies in Science Education, Volume 54, pages 1-39, 2018
  • What are critical features of science curriculum materials that impact student and teacher outcomes? [EPrint] [Link]
    N. Roblin, C. Schunn, S. McKenney 
    Science education, Volume 102, pages 260-282, 2018
  • Using principles of cognitive science to improve science learning in middle school: What works when and for whom? [Link]
    C. Schunn, N. Newcombe, L. Alfieri, J. Cromley, C. Massey, J. Merlino 
    Applied Cognitive Psychology, Volume 32, pages 225-240, 2018
  • Everything You Wanted to Know about Smart Health Care: Evaluating the Different Technologies and Components of the Internet of Things for Better Health [EPrint] [Link]
    P. Sundaravadivel, E. Kougianos, S. Mohanty, M. Ganapathiraju 
    IEEE Consumer Electronics Magazine, Volume 7, pages 18-28, 2018
  • The effect of math SAT on women's chemistry competency beliefs [EPrint] [Link]
    P. Vincent-Ruz, K. Binning, C. Schunn, J. Grabowski 
    Chemistry Education Research and Practice, 2018
  • Object tracking based on Huber loss function [Link]
    Y. Wang, S. Hu, S. Wu 
    The Visual Computer, pages 1-14, 2018
  • Attending to structural programming features predicts differences in learning and motivation [EPrint] [Link]
    E. Witherspoon, C. Schunn, R. Higashi, R. Shoop 
    Journal of Computer Assisted Learning, 2018
  • Conjugated equine estrogen and medroxyprogesterone acetate are associated with decreased risk of breast cancer relative to bioidentical hormone therapy and co... [EPrint] [Link]
    Z. Zeng, X. Jiang, X. Li, A. Wells, Y. Luo, R. Neapolitan 
    PloS one, Volume 13, pages e0197064, 2018


Journal | Conference | Books | Pre-prints | In Collection | Thesis

         Conference & Workshop Publications :

  • Do pre-trained deep learning models improve computer-aided classification of digital mammograms? [Link]
    S. Aboutalib, A. Mohamed, M. Zuley, W. Berg, Y. Luo, S. Wu 
    Medical Imaging 2018: Computer-Aided Diagnosis, Volume 10575, pages 1057523, 2018
  • Annotation and Classification of Sentence-level Revision Improvement [EPrint] [Link]
    T. Afrin, D. Litman 
    Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications, pages 240-246, 2018
  • Analytical Assessment of Course Sequencing: The Case of Methodological Courses in Psychology [EPrint] [Link]
    L. Betancur, B. Rottman, E. Votruba-Drzal, C. Schunn 
  • Diversifying the Next Generation of Information Scientists: Six Years of Implementation and Outcomes for a Year-Long REU Program [EPrint] [Link]
    K. Booth, B. Dosono, E. Redmiles, M. Morales, M. Depew, R. Farzan, E. Herman, K. Trahan, C. Tananis 
    , 2018 Springer, Cham
  • What Sources to Rely on:: Laypeople's Source Selection in Online Health Information Seeking [Link]
    Y. Chi, D. He, S. Han, J. Jiang 
    Proceedings of the 2018 Conference on Human Information Interaction&Retrieval, pages 233-236, 2018
  • Causal Network Discovery from Biomedical and Clinical Data [Link]
    G. Cooper 
  • Deep Ordinal Regression Network for Monocular Depth Estimation [EPrint] [Link]
    H. Fu, M. Gong, C. Wang, K. Batmanghelich, D. Tao 
    , 2018
  • Jointly Parse and Fragment Ungrammatical Sentences [EPrint] [Link]
    H. Hashemi, R. Hwa 
  • Semantic Pleonasm Detection [EPrint] [Link]
    O. Kashefi, A. Lucas, R. Hwa 
    Proceedings of the 2018 Conference of the NAACL-HLT, Volume 2, pages 225-230, 2018
  • The 5th International Workshop on Social Web for Disaster Management (SWDM'18): Collective Sensing, Trust, and Resilience in Global Crises [Link]
    Y. Lin, C. Castillo, J. Yin 
    Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, pages 791-792, 2018
  • Annotating Student Talk in Text-based Classroom Discussions [EPrint] [Link]
    L. Lugini, D. Litman, A. Godley, C. Olshefski 
    Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications, pages 110-116, 2018
  • Asking Friendly Strangers: Non-Semantic Attribute Transfer [EPrint] [Link]
    N. Murrugarra-Llerena, A. Kovashka 
  • Argument Mining for Improving the Automated Scoring of Persuasive Essays [EPrint] [Link]
    H. Nguyen, D. Litman 
  • A study on user-controllable social exploratory search [EPrint] [Link]
    C. Sciascio, P. Brusilovsky, E. Veas 
    23rd International Conference on Intelligent User Interfaces, pages 353-364, 2018
  • CS Education Infrastructure for All: Interoperability for Tools and Data Analytics [Link]
    C. Shaffer, P. Brusilovsky, K. Koedinger, S. Edwards 
    Proceedings of the 49th ACM Technical Symposium on Computer Science Education, pages 1063-1063, 2018
  • Smart-log: An automated, predictive nutrition monitoring system for infants through the IoT [Link]
    P. Sundaravadivel, K. Kesavan, L. Kesavan, S. Mohanty, E. Kougianos, M. Ganapathiraju 
    Consumer Electronics (ICCE), 2018 IEEE International Conference on, pages 1-4, 2018
  • Smart-walk: An intelligent physiological monitoring system for smart families [Link]
    P. Sundaravadivel, S. Mohanty, E. Kougianos, V. Yanambaka, M. Ganapathiraju 
    Consumer Electronics (ICCE), 2018 IEEE International Conference on, pages 1-4, 2018
  • A Novel Representation of Vaccine Efficacy Trial Datasets for Use in Computer Simulation of Vaccination Policy [EPrint] [Link]
    M. Tajgardoon, M. Wagner, S. Visweswara, R. Zimmerman 
    AMIA Summits on Translational Science Proceedings, Volume 2017, pages 389, 2018
  • Ephemeral Communication and Communication Places [Link]
    L. Thomson, A. Lee, R. Farzan 
    International Conference on Information, pages 132-138, 2018
  • Explaining Social Recommendations to Casual Users: Design Principles and Opportunities [Link]
    C. Tsai, P. Brusilovsky 
    Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion, pages 59, 2018
  • Beyond the Ranked List: User-Driven Exploration and Diversification of Social Recommendation [EPrint] [Link]
    C. Tsai, P. Brusilovsky 
  • An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption [EPrint] [Link]
    X. Yu, T. Liu, M. Gong, K. Batmanghelich, D. Tao 
    , 2018
  • Can Word Embedding Help Term Mismatch Problem?–A Result Analysis on Clinical Retrieval Tasks [Link]
    D. Zhang, D. He 
    International Conference on Information, pages 402-408, 2018
  • Co-Attention Based Neural Network for Source-Dependent Essay Scoring [EPrint] [Link]
    H. Zhang, D. Litman 
    Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications, pages 399-409, 2018
  • Exploration of Online Health Support Groups Through the Lens of Sentiment Analysis [Link]
    K. Zheng, A. Li, R. Farzan 
    International Conference on Information, pages 145-151, 2018


Journal | Conference | Books | Pre-prints | In Collection | Thesis

         Books :

  • Social Information Access: Systems and Technologies [Link]
    P. Brusilovsky, D. He 
    Volume 10100, 2018
  • Artificial Intelligence: With an Introduction to Machine Learning [Link]
    R. Neapolitan, X. Jiang 


Journal | Conference | Books | Pre-prints | In Collection | Thesis

         Pre-prints/ArXiv :

  • Systematic Discovery of the Functional Impact of Somatic Genome Alterations in Individual Tumors through Tumor-specific Causal Inference [EPrint] [Link]
    C. Cai, G. Cooper, K. Lu, X. Ma, S. Xu, Z. Zhao, X. Chen, Y. Xue, A. Lee, N. Clark, V. Chen, S. Lu, L. Chen, L. Yu, H. Hochheiser, X. Jiang, J. Wang, X. Lu 
    bioRxiv, pages 329375, 2018
  • Tumor-specific Causal Inference (TCI): A Bayesian Method for Identifying Causative Genome Alterations within Individual Tumors [EPrint] [Link]
    G. Cooper, C. Cai, X. Lu 
    bioRxiv, pages 225631, 2018
  • Causal Generative Domain Adaptation Networks [EPrint] [Link]
    M. Gong, K. Zhang, B. Huang, C. Glymour, D. Tao, K. Batmanghelich 
    arXiv preprint arXiv:1804.04333, 2018
  • A structural equation model for imaging genetics using spatial transcriptomics [EPrint] [Link]
    S. Huisman, A. Mahfouz, N. Batmanghelich, B. Lelieveldt, M. Reinders 
    bioRxiv, pages 253443, 2018
  • Unsupervised Part-of-Speech Induction [EPrint] [Link]
    O. Kashefi 
    arXiv preprint arXiv:1801.03564, 2018
  • MIZAN: A Large Persian-English Parallel Corpus [EPrint] [Link]
    O. Kashefi 
    arXiv preprint arXiv:1801.02107, 2018
  • An Improved Phrase-based Approach to Annotating and Summarizing Student Course Responses [EPrint] [Link]
    W. Luo, F. Liu, D. Litman 
    arXiv preprint arXiv:1805.10396, 2018
  • Automatic summarization of student course feedback [EPrint] [Link]
    W. Luo, F. Liu, Z. Liu, D. Litman 
    arXiv preprint arXiv:1805.10395, 2018
  • Image Retrieval with Mixed Initiative and Multimodal Feedback [EPrint] [Link]
    N. Murrugarra-Llerena, A. Kovashka 
    arXiv preprint arXiv:1805.03134, 2018


Journal | Conference | Books | Pre-prints | In Collection | Thesis

         In Collection / In Book :

  • Introduction to social information access [EPrint] [Link]
    P. Brusilovsky, D. He 
    Springer, Cham, 2018
  • Social search [Link]
    P. Brusilovsky, B. Smyth, B. Shapira 
    Springer, Cham, 2018
  • Gene Co-Expression Networks Analysis Reveals Novel Molecular Endotypes in Alpha-1 Antitrypsin Deficiency [Link]
    J. Chu, W. Zang, M. Vukmirovic, X. Yan, T. Adams, B. Hu, A. Mihaljinec, S. O'Neal, M. Becich, H. Hochheiser, K. Gibson, E. Chen, A. Morris, J. Leader, S. Wisniewski, Y. Zhang, F. Sciurba, R. Collman, R. Sandhaus, C. Strange, ... ,  
    American Thoracic Society, 2018
  • MicroRNA Sequencing of Peripheral Blood Mononuclear Cells and Disease Staging and Severity in Sarcoidosis [Link]
    N. Emeagwali, M. Vukmirovic, X. Yan, K. Gibson, M. Gulati, G. DeIuliis, T. Adams, B. Hu, X. Li, A. Mihaljinec, S. O'Neal, M. Becich, H. Hochheiser, E. Herzog, E. Chen, A. Morris, J. Leader, Y. Zhang, J. Garcia, S. Wisniewski, ... ,  
    American Thoracic Society, 2018
  • Social navigation [Link]
    R. Farzan, P. Brusilovsky 
    Springer, Cham, 2018
  • Network-based social search [Link]
    S. Han, D. He 
    Springer, Cham, 2018
  • Defining and Discovering Interactive Causes [EPrint] [Link]
    X. Jiang, R. Neapolitan 
    Springer, Cham, 2018
  • Recommendations based on social links [Link]
    D. Lee, P. Brusilovsky 
    Springer, Cham, 2018
  • Microbiota and Clinical Variable Associations in Alpha-1 Antitrypsin Deficiency and Sarcoidosis [Link]
    K. Li, A. Morris, E. Ghedin, H. Hochheiser, R. Collman, Y. Zhang, B. Frank, A. Fitch, L. Maier, L. Koth, P. Woodruff, M. Rossman, K. Gibson, W. Drake, E. Herzog, D. Moller, J. Garcia, E. Chen, C. Strange, R. Sandhaus, ... ,  
    American Thoracic Society, 2018
  • Fuzzy Sets [Link]
    R. Neapolitan, X. Jiang, J. Allen, C. Allison, S. Amarel, D. Michie, D. Anderson, D. Sweeney, T. Williams, R. Ash, G. Baldassarre, W. Banzhaf, P. Nordin, R. Keller, F. Francone, K. Basye, T. Dean, J. Kirman, M. Lejter, E. Bauer, ... ,  
    Morgan Kaufmann, 2018
  • Feasibility of Sepsis Phenotyping Using Electronic Health Record Data During Initial Emergency Department Care [Link]
    C. Seymour, J. Kennedy, S. Wang, Z. Xu, C. Chang, Q. Mi, Y. Vodovotz, G. Clermont, S. Visweswaran, J. Weiss, G. Cooper, H. Gomez, J. Kellum, D. Angus 
    American Thoracic Society, 2018
  • Weighted Gene Co-Expression Network Analysis of Bronchoalveolar Lavage Cells Transcriptome Identifies New Molecular Endotypes in a Large Cohort of Subjects... [Link]
    M. Vukmirovic, X. Yan, K. Gibson, M. Gulati, G. DeIuliis, T. Adams, B. Hu, X. Li, A. Mihaljinec, N. Emeagwali, S. O'Neal, M. Becich, H. Hochheiser, E. Herzog, E. Chen, A. Morris, J. Leader, Y. Zhang, J. Garcia, S. Wisniewski, ... ,  
    American Thoracic Society, 2018
  • Collaborative information search [Link]
    Z. Yue, D. He 
    Springer, Cham, 2018


Journal | Conference | Books | Pre-prints | In Collection | Thesis

         Thesis :

  • Human-Data Interaction in Large and High-Dimensional Data [EPrint] [Link]
    S. Amraii 
    Ph.D thesis: , 2018
  • Robust Parsing for Ungrammatical Sentences 
    H. Hashemi 
    Ph.D thesis: , 2018

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