2018 Publications

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Journal Publications

Deep Learning to Distinguish Recalled but Benign Mammography Images in Breast Cancer Screening [EPrint] [Link]
S. Aboutalib, A. Mohamed, W. Berg, M. Zuley, J. Sumkin, S. Wu 
2018 American Association for Cancer Research

Scoring Bayesian networks of mixed variables [EPrint] [Link]
B. Andrews, J. Ramsey, G. Cooper 
International journal of data science and analytics, Volume 6, pages 3-18, 2018

Graphical Probabilistic Models for Risk Prediction and Decision Making Using Real-World Data: A Developing Tool for the Era of Precision Medicine [EPrint] [Link]
P. Arora, D. Boyne, M. Druzdzel 
Value in Health, Volume 21, pages S10, 2018

Participating by activity or by week in MOOCs [EPrint] [Link]
A. Baikadi, C. Epp, C. Schunn 
Information and Learning Science, Volume 119, pages 572-585, 2018

CNVis: A Web-Based Visual Analytics Tool for Exploring Conference Navigator Data [EPrint] [Link]
S. Bailey, J. Wei, C. Wang, D. Parra, P. Brusilovsky 
Electronic Imaging, Volume 2018, pages 376-1-376-11, 2018

Tunable structure priors for Bayesian rule learning for knowledge integrated biomarker discovery [EPrint] [Link]
J. Balasubramanian, V. Gopalakrishnan 
World journal of clinical oncology, Volume 9, pages 98, 2018

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, Volume 53, pages 87-105, 2018

R. Benza, J. Kraisangka, L. Lohmueller, C. Zhao, M. Selej, M. Druzdzel, J. Antaki, J. Speck, M. Kanwar 
Chest, Volume 154, 2018

Socioeconomic gaps in science achievement [EPrint] [Link]
L. Betancur, E. Votruba-Drzal, C. Schunn 
International journal of STEM education, Volume 5, pages 38, 2018

Towards team-centered informatics: Accelerating innovation in multidisciplinary scientific teams through visual analytics [EPrint] [Link]
S. Bhavnani, S. Visweswaran, R. Divekar, A. Brasier 
The Journal of Applied Behavioral Science, pages 0021886318794606, 2018

Neighborhood disadvantage, residents' distress, and online social communication: Harnessing Twitter data to examine neighborhood effects [EPrint] [Link]
J. Booth, Y. Lin, K. Wei 
Journal of community psychology, Volume 46, pages 829-843, 2018

An integrated practice system for learning programming in Python: design and evaluation [EPrint] [Link]
P. Brusilovsky, L. Malmi, R. Hosseini, J. Guerra, T. Sirkiä, K. Pollari-Malmi 
Research and Practice in Technology Enhanced Learning, Volume 13, pages 18, 2018

A Message from the Editorial Team and an Introduction to the October-December 2018 Issue [EPrint] [Link]
P. Brusilovsky, M. Sharples 
IEEE Transactions on Learning Technologies, Volume 11, pages 413-414, 2018

A Message from the Editorial Team and an Introduction to the July-September 2018 Issue [EPrint] [Link]
P. Brusilovsky, M. Sharples 
IEEE Transactions on Learning Technologies, Volume 11, pages 275-279, 2018

An Introduction to the April-June 2018 Issue [EPrint] [Link]
P. Brusilovsky, M. Sharples 
IEEE Transactions on Learning Technologies, pages 131-132, 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 [EPrint] [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

A computational framework for the detection of subcortical brain dysmaturation in neonatal MRI using 3D Convolutional Neural Networks [EPrint] [Link]
R. Ceschin, A. Zahner, W. Reynolds, J. Gaesser, G. Zuccoli, C. Lo, V. Gopalakrishnan, A. Panigrahy 
NeuroImage, Volume 178, pages 183-197, 2018

Do the Best Design Ideas (Really) Come from Conceptually Distant Sources [EPrint] [Link]
J. Chan, S. Dow, C. Schunn 
Engineering a Better Future, pages 111, 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

of Depression from Behavioral Signals [Link]
J. Cohn, N. Cummins, J. Epps 
The Handbook of Multimodal-Multisensor Interfaces, Volume 2: Signal Processing, Architectures, and Detection of Emotion and Cognition, pages 375, 2018

Casual Physical Contact and Outgroup Bias: Experimental Evidence from Afghanistan 
L. Condra, S. Linardi 
Technical Report, 2018,

Dynamic multimodal measurement of depression severity using deep autoencoding [EPrint] [Link]
H. Dibeklioğlu, Z. Hammal, J. Cohn 
2018 IEEE

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

When I grow up: the relationship of science learning activation to STEM career preferences [EPrint] [Link]
R. Dorph, M. Bathgate, C. Schunn, M. Cannady 
International Journal of Science Education, Volume 40, pages 1034-1057, 2018

Performance Budget Planning: The Case of a Research University [EPrint] [Link]
M. Druzdzel, J. Kalagnanam 
Computational Economics, pages 1-19, 2018

Guest Editorial: The Computational Face [EPrint] [Link]
S. Escalera, X. Baró, I. Guyon, H. Escalante, G. Tzimiropoulos, M. Valstar, M. Pantic, J. Cohn, T. Kanade 
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 40, pages 2541-2545, 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

Structure-based virtual screening identifies a small-molecule inhibitor of the profilin 1–actin interaction [EPrint] [Link]
D. Gau, T. Lewis, L. McDermott, P. Wipf, D. Koes, P. Roy 
Journal of Biological Chemistry, Volume 293, pages 2606-2616, 2018

Navigation support in complex open learner models: assessing visual design alternatives [EPrint] [Link]
J. Guerra, C. Schunn, S. Bull, J. Barria-Pineda, P. Brusilovsky 
New Review of Hypermedia and Multimedia, Volume 24, pages 160-192, 2018

Facial expressiveness in infants with and without craniofacial microsomia: preliminary findings [EPrint] [Link]
Z. Hammal, J. Cohn, E. Wallace, C. Heike, C. Birgfeld, H. Oster, M. Speltz 
The Cleft Palate-Craniofacial Journal, Volume 55, pages 711-720, 2018

Facial Expressiveness in Infants With and Without Craniofacial Microsomia: Preliminary Findings (vol 55, pg 711, 2018) [Link]
Z. Hammal, J. Cohn, E. Wallace, C. Heike, C. Birgfeld, H. Oster, M. Speltz 
CLEFT PALATE-CRANIOFACIAL JOURNAL, Volume 55, pages 1470-1470, 2018

Mobile Information Retrieval. Fabio Crestani, Stefano Mizzaro, and Ivan Scagnetto. Cham, Switzerland: Springer, 2017. 110 pp. $54.99 (softcover).(ISBN 9783319607764) [EPrint] [Link]
D. He 
Journal of the Association for Information Science and Technology, 2018

8. Wayfinding and orientation: cognitive aspects of human navigation [Link]
S. Hirtle 
Handbook of Behavioral and Cognitive Geography, pages 141, 2018

Visualizing convolutional neural network protein-ligand scoring [EPrint] [Link]
J. Hochuli, A. Helbling, T. Skaist, M. Ragoza, D. Koes 
Journal of Molecular Graphics and Modelling, Volume 84, pages 96-108, 2018

A structural equation model for imaging genetics using spatial transcriptomics [EPrint] [Link]
S. Huisman, A. Mahfouz, N. Batmanghelich, B. Lelieveldt, M. Reinders, A. Initiative 
Brain informatics, Volume 5, pages 13, 2018

Improvements to the APBS biomolecular solvation software suite [EPrint] [Link]
E. Jurrus, D. Engel, K. Star, K. Monson, J. Brandi, L. Felberg, D. Brookes, L. Wilson, J. Chen, K. Liles, M. Chun, P. Li, D. Gohara, T. Dolinsky, R. Konecny, D. Koes, J. Nielsen, T. Head‐Gordon, W. Geng, R. Krasny, ... ,  
Protein Science, Volume 27, pages 112-128, 2018

Application of Bayesian Model to Predict Outcomes in Pulmonary Arterial Hypertension [EPrint] [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

The Pharmit backend: A computer systems approach to enabling interactive online drug discovery [EPrint] [Link]
D. Koes 
IBM Journal of Research and Development, Volume 62, pages 3: 1-3: 6, 2018

A nchor Q uery: R apid online virtual screening for small‐molecule protein–protein interaction inhibitors [EPrint] [Link]
D. Koes, A. Dömling, C. Camacho 
Protein Science, Volume 27, pages 229-232, 2018

A Bayesian network interpretation of the Cox's proportional hazard model [EPrint] [Link]
J. Kraisangka, M. Druzdzel 
International Journal of Approximate Reasoning, Volume 103, pages 195-211, 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

Characterizing peer-judged answer quality on academic Q&A sites: A cross-disciplinary case study on ResearchGate [EPrint] [Link]
L. Li, D. He, C. Zhang, L. Geng, K. Zhang 
Aslib Journal of Information Management, Volume 70, pages 269-287, 2018

Guest Editorial: Special Issue on Interactive Visual Analysis of Human and Crowd Behaviors [EPrint] [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, Volume 32, pages 1056-1073, 2018

Speech technologies and the assessment of second language speaking: Approaches, challenges, and opportunities [EPrint] [Link]
D. Litman, H. Strik, G. Lim 
Language Assessment Quarterly, Volume 15, pages 294-309, 2018

The effects of school-related and home-related optional science experiences on science attitudes and knowledge. [EPrint] [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, 2018

A novel ILP framework for summarizing content with high lexical variety [EPrint] [Link]
W. Luo, F. Liu, Z. Liu, D. Litman 
Natural Language Engineering, Volume 24, pages 887-920, 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

Uncovering the Practices, Challenges, and Incentives for Engineering Design Faculty [EPrint] [Link]
M. Mandala, C. Schunn, S. Dow, M. Goldberg, J. Pearlman 

Impact of collaborative team peer review on the qualityof feedback in engineering design projects [EPrint] [Link]
M. Mandala, C. Schunn, S. Dow, M. Goldberg, J. Pearlman, W. Clark, I. Mena 
The International journal of engineering education, Volume 34, pages 1299-1313, 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

Female students with A’s have similar physics self-efficacy as male students with C’s in introductory courses: A cause for alarm? [EPrint] [Link]
E. Marshman, Z. Kalender, T. Nokes-Malach, C. Schunn, C. Singh 
Physical Review Physics Education Research, Volume 14, pages 020123, 2018

Objective measurement of head movement differences in children with and without autism spectrum disorder [EPrint] [Link]
K. Martin, Z. Hammal, G. Ren, J. Cohn, J. Cassell, M. Ogihara, J. Britton, A. Gutierrez, D. Messinger 
Molecular autism, Volume 9, pages 14, 2018

How can educational research support practice at scale? Attending to educational designer needs [EPrint] [Link]
S. McKenney, C. Schunn 
British educational research journal, Volume 44, pages 1084-1100, 2018

Ancient convergent losses of Paraoxonase 1 yield potential risks for modern marine mammals [EPrint] [Link]
W. Meyer, J. Jamison, R. Richter, S. Woods, R. Partha, A. Kowalczyk, C. Kronk, M. Chikina, R. Bonde, D. Crocker, J. Gaspard, J. Lanyon, J. Marsillach, C. Furlong, N. Clark 
Science, Volume 361, pages 591-594, 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

Understanding clinical mammographic breast density assessment: a deep learning perspective [EPrint] [Link]
A. Mohamed, Y. Luo, H. Peng, R. Jankowitz, S. Wu 
Journal of digital imaging, Volume 31, pages 387-392, 2018

Hepatocyte-Derived Lipocalin 2 Is a Potential Serum Biomarker Reflecting Tumor Burden in Hepatoblastoma [EPrint] [Link]
L. Molina, D. Bell, J. Tao, M. Preziosi, T. Pradhan-Sundd, S. Singh, M. Poddar, J. Luo, S. Ranganathan, M. Chikina, S. Monga 
The American Journal of Pathology, Volume 188, pages 1895-1909, 2018

The International Society for Biological and Environmental Repositories Presents Abstracts from Its Annual Meeting Thinking BIG in TEXAS: Seizing BIG Opportunities in … [EPrint] [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 [EPrint] [Link]
M. Naeini, G. Cooper 
Knowledge and information systems, Volume 54, pages 151-170, 2018

Assessing Ghana’s eHealth workforce: implications for planning and training [EPrint] [Link]
H. Ogoe, J. Asamani, H. Hochheiser, G. Douglas 
Human resources for health, Volume 16, pages 65, 2018

Accountability in peer assessment: examining the effects of reviewing grades on peer ratings and peer feedback [EPrint] [Link]
M. Patchan, C. Schunn, R. Clark 
Studies in Higher Education, Volume 43, pages 2263-2278, 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

Towards extracting supporting information about predicted protein-protein interactions [EPrint] [Link]
A. Roth, S. Subramanian, M. Ganapathiraju 
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Volume 15, pages 1239-1246, 2018

Student Performance Prediction by Discovering Inter-Activity Relations. [EPrint] [Link]
S. Sahebi, P. Brusilovsky 
International Educational Data Mining Society, 2018

Using principles of cognitive science to improve science learning in middle school: What works when and for whom? [EPrint] [Link]
C. Schunn, N. Newcombe, L. Alfieri, J. Cromley, C. Massey, J. Merlino 
Applied Cognitive Psychology, Volume 32, pages 225-240, 2018

Coloc-stats: a unified web interface to perform colocalization analysis of genomic features [EPrint] [Link]
B. Simovski, C. Kanduri, S. Gundersen, D. Titov, D. Domanska, C. Bock, L. Bossini-Castillo, M. Chikina, A. Favorov, R. Layer, A. Mironov, A. Quinlan, N. Sheffield, G. Trynka, G. Sandve 
Nucleic acids research, 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

Effects of Collective Socialization on Newcomers’ Response to Feedback in Online Communities [EPrint] [Link]
Y. Tausczik, R. Farzan, J. Levine, R. Kraut 
ACM Transactions on Social Computing, Volume 1, pages 8, 2018

Kidney-infiltrating T cells in murine lupus nephritis are metabolically and functionally exhausted [EPrint] [Link]
J. Tilstra, L. Avery, A. Menk, R. Gordon, S. Smita, L. Kane, M. Chikina, G. Delgoffe, M. Shlomchik 
The Journal of clinical investigation, Volume 128, 2018

consistent 3d face alignment [EPrint] [Link]
S. Tulyakov, L. Jeni, J. Cohn, N. Sebe 
IEEE transactions on pattern analysis and machine intelligence, Volume 40, pages 2250-2264, 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, Volume 19, pages 342-351, 2018

The Impact of Early Participation in Undergraduate Research Experiences on Multiple Measures of Premed Path Success [EPrint] [Link]
P. Vincent-Ruz, J. Grabowski, C. Schunn 
Scholarship and Practice of Undergraduate Research, Volume 1, pages 13-18, 2018

The nature of science identity and its role as the driver of student choices [EPrint] [Link]
P. Vincent-Ruz, C. Schunn 
International journal of STEM education, Volume 5, pages 48, 2018

Accrual to Clinical Trials (ACT): A Clinical and Translational Science Award Consortium network [EPrint] [Link]
S. Visweswaran, M. Becich, V. D’Itri, E. Sendro, D. MacFadden, N. Anderson, K. Allen, D. Ranganathan, S. Murphy, E. Morrato, H. Pincus, R. Toto, G. Firestein, L. Nadler, S. Reis 
JAMIA Open, 2018

Event Analytics via Discriminant Tensor Factorization [EPrint] [Link]
X. Wen, Y. Lin, K. Pelechrinis 
ACM Transactions on Knowledge Discovery from Data (TKDD), Volume 12, pages 72, 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, Volume 34, pages 115-128, 2018

When words hurt: Affective word use in daily news coverage impacts mental health [EPrint] [Link]
J. Wormwood, M. Devlin, Y. Lin, L. Barrett, K. Quigley 
Frontiers in psychology, Volume 9, pages 1333, 2018

Using natural language processing and machine learning to identify breast cancer local recurrence [EPrint] [Link]
Z. Zeng, S. Espino, A. Roy, X. Li, S. Khan, S. Clare, X. Jiang, R. Neapolitan, Y. Luo 
BMC bioinformatics, Volume 19, pages 498, 2018

Conjugated equine estrogen and medroxyprogesterone acetate are associated with decreased risk of breast cancer relative to bioidentical hormone therapy and controls [EPrint] [Link]
Z. Zeng, X. Jiang, X. Li, A. Wells, Y. Luo, R. Neapolitan 
PloS one, Volume 13, pages e0197064, 2018

Local Breast Recurrence Detection Using Nature Language Processing [Link]
Z. Zeng, X. Li, S. Espino, A. Roy, K. Kitsch, S. Clare, S. Khan, X. Jiang, R. Neapolitan, Y. Luo 
BMC Bioinformatics, 2018

Student attitudes that predict participation in peer assessment [EPrint] [Link]
Y. Zou, C. Schunn, Y. Wang, F. Zhang 
Assessment & Evaluation in Higher Education, Volume 43, pages 800-811, 2018

Conferences and Workshops

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 
2018 International Society for Optics and Photonics

Sequence Analysis of Learning Behavior in Different Consecutive Activities. [Link]
A. Abuabat, P. Brusilovsky 
E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education, pages 817-822, 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

PolicyFlow: Interpreting Policy Diffusion in Context [EPrint] [Link]
Y. Ahn, Y. Lin 
ACM SIGKDD 2018 Workshop on Interactive Data Exploration and Analytics (IDEA 2018), 2018

Human-Data Interaction in Large and High-Dimensional Data [EPrint] [Link]
S. Amraii 

Detecting depression severity by interpretable representations of motion dynamics [EPrint] [Link]
K. Anis, H. Zakia, D. Mohamed, C. Jeffrey 
2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), pages 739-745, 2018

A Fine-Grained Open Learner Model for an Introductory Programming Course [Link]
J. Barria-Pineda, J. Guerra-Hollstein, P. Brusilovsky 
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, pages 53-61, 2018

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 
International Conference on Information, pages 655-664, 2018

J. Bosque-Gil, J. Gracia, E. Montiel-Ponsoda, A. Gómez-Pérez, U. Saif, N. Omar, A. Ghareb, W. Luo, F. Liu, Z. Liu, D. Litman, P. Mota, M. Eskenazi, L. Coheur, K. Warwick, H. Shah, K. Church 

Diamond, XChem and CCP-CompMedChem: Creating user-focused tools and workflows for structure-based drug design [Link]
A. Bradley, R. Skyner, F. Delft 

Which Learning Visualisations to Offer Students? [Link]
S. Bull, P. Brusilovsky, J. Guerra 
European Conference on Technology Enhanced Learning, pages 524-530, 2018

Course-Adaptive Content Recommender for Course Authoring [Link]
H. Chau, J. Barria-Pineda, P. Brusilovsky 
European Conference on Technology Enhanced Learning, pages 437-451, 2018

Learning Content Recommender System for Instructors of Programming Courses [EPrint] [Link]
H. Chau, J. Barria-Pineda, P. Brusilovsky 
International Conference on Artificial Intelligence in Education, pages 47-51, 2018

What Sources to Rely on:: Laypeople's Source Selection in Online Health Information Seeking [EPrint] [Link]
Y. Chi, D. He, S. Han, J. Jiang 
Proceedings of the 2018 Conference on Human Information Interaction & Retrieval, pages 233-236, 2018

March with and without feet: the talking about protests and beyond [Link]
W. Chung, Y. Lin, A. Li, A. Ertugrul, M. Yan 
International conference on social informatics, pages 134-150, 2018

Textured graph-based model of the lungs [Link]
Y. Cid, K. Batmanghelich, H. Müller 

Textured Graph-Based Model of the Lungs: Application on Tuberculosis Type Classification and Multi-drug Resistance Detection [EPrint] [Link]
Y. Cid, K. Batmanghelich, H. Müller 
International Conference of the Cross-Language Evaluation Forum for European Languages, pages 157-168, 2018

Multimodal assessment of depression from behavioral signals [EPrint] [Link]
J. Cohn, N. Cummins, J. Epps, R. Goecke, J. Joshi, S. Scherer 
The Handbook of Multimodal-Multisensor Interfaces, pages 375-417, 2018

Automated Affect Detection in Deep Brain Stimulation for Obsessive-Compulsive Disorder: A Pilot Study [EPrint] [Link]
J. Cohn, L. Jeni, I. Ertugrul, D. Malone, M. Okun, D. Borton, W. Goodman 
Proceedings of the 2018 on International Conference on Multimodal Interaction, pages 40-44, 2018

Causal Network Discovery from Biomedical and Clinical Data [Link]
G. Cooper 

Virtual screening and fast resynthesis of hits: Anchor. Query [Link]
A. Doemling, D. Koes, C. Camacho 

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, ... ,  

FACSCaps: Pose-Independent Facial Action Coding With Capsules [EPrint] [Link]
I. Ertugrul, L. Jeni, J. Cohn 

Assessing Competition for Social Media Attention Among Non-profits [Link]
R. Farzan, C. López 
International Conference on Social Informatics, pages 196-211, 2018

Deep ordinal regression network for monocular depth estimation [EPrint] [Link]
H. Fu, M. Gong, C. Wang, K. Batmanghelich, D. Tao 
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 2002-2011, 2018

Towards Attentive Speed Reading on Small Screen Wearable Devices [EPrint] [Link]
W. Guo, J. Wang 
Proceedings of the 2018 on International Conference on Multimodal Interaction, pages 278-287, 2018

Understanding Mobile Reading via Camera Based Gaze Tracking and Kinematic Touch Modeling [EPrint] [Link]
W. Guo, J. Wang 
Proceedings of the 2018 on International Conference on Multimodal Interaction, pages 288-297, 2018

Discovering functionality of urban regions by learning low-dimensional representations of a spatial multiplex network [Link]
S. Hajiseyedjavadi, Y. Lin, K. Pelechrinis 
Proceedings of the Third Mining Urban Data Workshop (MUD 2018), 2018

Annotated Corpus of Czech Case Law for Reference Recognition Tasks [Link]
J. Harašta, J. Šavelka, F. Kasl, A. Kotková, P. Loutocký, J. Míšek, D. Procházková, H. Pullmannová, P. Semenišín, T. Šejnová, N. Šimková, M. Vosinek, L. Zavadilová, J. Zibner 
International Conference on Text, Speech, and Dialogue, pages 239-250, 2018

Robust Parsing for Ungrammatical Sentences 
H. Hashemi 

Jointly parse and fragment ungrammatical sentences [EPrint] [Link]
H. Hashemi, R. Hwa 
Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Visualizing convolutional neural network scoring of protein-ligand binding [Link]
J. Hochuli, A. Helbling, M. Ragoza, D. Koes 

Multivariate Conditional Outlier Detection: Identifying Unusual Input-Output Associations in Data [EPrint] [Link]
C. Hong, M. Hauskrecht 
The Thirty-First International Flairs Conference, 2018

Program Construction Examples in Computer Science Education: From Static Text to Adaptive and Engaging Learning Technology [EPrint] [Link]
R. Hosseini 

PCEX: Interactive Program Construction Examples for Learning Programming [Link]
R. Hosseini, K. Akhuseyinoglu, A. Petersen, C. Schunn, P. Brusilovsky 
Proceedings of the 18th Koli Calling International Conference on Computing Education Research, pages 5, 2018

Learner modeling for integration skills in programming [EPrint] [Link]
Y. Huang 

Instance-Specific Bayesian Network Structure Learning [EPrint] [Link]
F. Jabbari, S. Visweswaran, G. Cooper 
Proceedings of machine learning research, Volume 72, pages 169, 2018

Motivational characteristics of underrepresented ethnic and racial minority students in introductory physics courses [EPrint] [Link]
Z. Kalender, E. Marshman, T. Nokes-Malach, C. Schunn, C. Singh 

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

Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System [EPrint] [Link]
A. King, G. Cooper, H. Hochheiser, G. Clermont, M. Hauskrecht, S. Visweswaran 
AMIA Annual Symposium Proceedings, Volume 2018, pages 673, 2018

Structure-based searching of chemical space with Pharmit [Link]
D. Koes 

GNINA: Deep learning for molecular docking [Link]
D. Koes 

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue [EPrint] [Link]
K. Komatani, D. Litman, K. Yu, A. Papangelis, L. Cavedon, M. Nakano 
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Human-Machine Collaboration for Medical Image Segmentation [EPrint] [Link]
F. Last, T. Klein, M. Ravanbakhsh, M. Nabi, K. Batmanghelich, V. Tresp 

Keeping up on Current Events! A Case Study of Newcomers to Wikipedia [Link]
A. Li, R. Farzan 
International Conference on Social Informatics, pages 348-369, 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, ... ,  

The 5th International Workshop on Social Web for Disaster Management (SWDM'18): Collective Sensing, Trust, and Resilience in Global Crises [EPrint] [Link]
Y. Lin, C. Castillo, J. Yin 
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, pages 791-792, 2018

Heuristically Informed Unsupervised Idiom Usage Recognition [EPrint] [Link]
C. Liu, R. Hwa 
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 1723-1731, 2018

A Flexible Forecasting Framework for Hierarchical Time Series with Seasonal Pa erns: A Case Study of Web Tra ic [EPrint] [Link]
Z. Liu, Y. Yan, M. Hauskrecht 

Argument Component Classification for Classroom Discussions [EPrint] [Link]
L. Lugini, D. Litman 
Proceedings of the 5th Workshop on Argument Mining, pages 57-67, 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

Hierarchical active learning with group proportion feedback [EPrint] [Link]
Z. Luo, M. Hauskrecht 
IJCAI: proceedings of the conference, Volume 2018, pages 2532, 2018

Hierarchical Active Learning with Proportion Feedback on Regions [EPrint] [Link]
Z. Luo, M. Hauskrecht 
Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pages 464-480, 2018

Asking Friendly Strangers: Non-Semantic Attribute Transfer [EPrint] [Link]
N. Murrugarra-Llerena, A. Kovashka 
Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Argument mining for improving the automated scoring of persuasive essays [EPrint] [Link]
H. Nguyen, D. Litman 
Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Adaptive Review for Mobile MOOC Learning via Multimodal Physiological Signal Sensing-A Longitudinal Study [EPrint] [Link]
P. Pham, J. Wang 
Proceedings of the 2018 on International Conference on Multimodal Interaction, pages 63-72, 2018

Predicting Learners' Emotions in Mobile MOOC Learning via a Multimodal Intelligent Tutor [EPrint] [Link]
P. Pham, J. Wang 
Intelligent Tutoring Systems, pages pp 150-159, 2018

Weighting Model Based on Group Dynamics to Measure Convergence in Multi-party Dialogue [EPrint] [Link]
Z. Rahimi, D. Litman 
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, pages 385-390, 2018

Acoustic-Prosodic Entrainment in Multi-party Spoken Dialogues: Does Simple Averaging Extend Existing Pair [Link]
Z. Rahimi, D. Litman, S. Paletz 
Advanced Social Interaction with Agents: 8th International Workshop on Spoken Dialog Systems, Volume 510, pages 169, 2018

Segmenting US Court Decisions into Functional and Issue Specific Parts [Link]
Legal Knowledge and Information Systems: JURIX 2018: The Thirty-first Annual Conference, Volume 313, pages 111, 2018

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

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 

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

Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector [EPrint] [Link]
S. Singla, M. Gong, S. Ravanbakhsh, F. Sciurba, B. Poczos, K. Batmanghelich 
International Conference on Medical Image Computing and Computer-Assisted Intervention, pages 502-510, 2018

Smart-log: An automated, predictive nutrition monitoring system for infants through the IoT [EPrint] [Link]
P. Sundaravadivel, K. Kesavan, L. Kesavan, S. Mohanty, E. Kougianos, M. Ganapathiraju 
2018 IEEE International Conference on Consumer Electronics (ICCE), pages 1-4, 2018

Smart-walk: an intelligent physiological monitoring system for smart families [EPrint] [Link]
P. Sundaravadivel, S. Mohanty, E. Kougianos, V. Yanambaka, M. Ganapathiraju 
2018 IEEE International Conference on Consumer Electronics (ICCE), pages 1-4, 2018

GPU molecular docking with convolutional neural network scoring functions [Link]
J. Sunseri, D. Koes 

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

Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks. [EPrint] [Link]
X. Teng, M. Yan, A. Ertugrul, Y. Lin 
IJCAI, pages 2724-2730, 2018

Concept Enhanced Content Representation for Linking Educational Resources [EPrint] [Link]
K. Thaker, P. Brusilovsky, D. He 
2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), pages 413-420, 2018

Dynamic knowledge modeling with heterogeneous activities for adaptive textbooks [EPrint] [Link]
K. Thaker, Y. Huang, P. Brusilovsky, H. Daqing 
The 11th International Conference on Educational Data Mining, pages 592-595, 2018

Ephemeral Communication and Communication Places [Link]
L. Thomson, A. Lee, R. Farzan 
International Conference on Information, pages 132-138, 2018

Examining T Cell Exhaustion in Murine Systemic Lupus Erythematosus [Link]
J. Tilstra, L. Avery, A. Menk, R. Gordon, S. Smita, L. Kane, M. Chikina, G. Delgoffe, M. Shlomchik 

Towards Interactive Natural Language Processing in Clinical Care [EPrint] [Link]
G. Trivedi 
2018 IEEE International Conference on Healthcare Informatics (ICHI), pages 448-449, 2018

An interactive NLP tool for signout note preparation [EPrint] [Link]
G. Trivedi, R. Handzel, S. Visweswaran, W. Chapman, H. Hochheiser 
2018 IEEE International Conference on Healthcare Informatics (ICHI), pages 426-428, 2018

Explaining social recommendations to casual users: Design principles and opportunities [EPrint] [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 
23rd International Conference on Intelligent User Interfaces, pages 239-250, 2018

Alternative network architectures for protein-ligand scoring [Link]
L. Turner, P. Mittal, M. Ragoza, D. Koes 

Weighted Gene Co-Expression Network Analysis of Bronchoalveolar Lavage Cells Transcriptome Identifies New Molecular Endotypes in a Large Cohort of Subjects with Sarcoidosis [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, ... ,  

Investigating metadata adoptions for open government data portals in US cities [EPrint] [Link]
F. Xiao, W. Jeng, D. He 
Proceedings of the Association for Information Science and Technology, Volume 55, pages 573-582, 2018

Multi-scale Masked 3-D U-Net for Brain Tumor Segmentation [Link]
Y. Xu, M. Gong, H. Fu, D. Tao, K. Zhang, K. Batmanghelich 
International MICCAI Brainlesion Workshop, pages 222-233, 2018

Active Learning of Multi-Class Classifiers with Auxiliary Probabilistic Information [EPrint] [Link]
Y. Xue, M. Hauskrecht 
The Thirty-First International Flairs Conference, 2018

Advise: Symbolism and external knowledge for decoding advertisements [EPrint] [Link]
K. Ye, A. Kovashka 
Proceedings of the European Conference on Computer Vision (ECCV), pages 837-855, 2018

Recognizing American Sign Language Gestures from within Continuous Videos [EPrint] [Link]
Y. Ye, Y. Tian, M. Huenerfauth, J. Liu 

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 
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 4480-4489, 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

Automatic Relationship Verification in Online Medical Knowledge Base: a Large Scale Study in SemMedDB [EPrint] [Link]
D. Zhang, D. He, N. Zou, X. Zhou, F. Pei 
2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pages 1673-1680, 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


Proceedings of the 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, IntRS 2018, co-located with ACM Conference on Recommender Systems (RecSys … [Link]
P. Brusilovsky, M. Gemmis, A. Felfernig, P. Lops, J. O'Donovan, G. Semeraro, M. Willemsen 

Social information access: systems and technologies [Link]
P. Brusilovsky, D. He 
Volume 10100, 2018

GFT Facial Expression Database [EPrint] [Link]
J. Girard, W. Chu, L. Jeni, J. Cohn, F. Torre, M. Sayette 

How much data for facial action unit detection? [EPrint] [Link]
J. Girard, J. Cohn, L. Jeni, S. Lucey, F. Torre 

Artificial Intelligence: With an Introduction to Machine Learning [Link]
R. Neapolitan, X. Jiang 

Measuring the Scale Outcomes of Curriculum Materials [EPrint] [Link]
N. Roblin, C. Schunn, S. McKenney 


Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge [EPrint] [Link]
S. Bakas, M. Reyes, A. Jakab, S. Bauer, M. Rempfler, A. Crimi, R. Shinohara, C. Berger, S. Ha, M. Rozycki, M. Prastawa, E. Alberts, J. Lipkova, J. Freymann, J. Kirby, M. Bilello, H. Fathallah-Shaykh, R. Wiest, J. Kirschke, B. Wiestler, ... ,  
arXiv preprint arXiv:1811.02629, 2018

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

Geometry-Consistent Adversarial Networks for One-Sided Unsupervised Domain Mapping [EPrint] [Link]
H. Fu, M. Gong, C. Wang, K. Batmanghelich, K. Zhang, D. Tao 
arXiv preprint arXiv:1809.05852, 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

Potentially repurposable drugs for schizophrenia identified from its interactome [EPrint] [Link]
K. Karunakaran, S. Chaparala, M. Ganapathiraju 
bioRxiv, pages 442640, 2018

Mesothelioma Interactome with 367 Novel Protein-Protein Interactions [EPrint] [Link]
K. Karunakaran, N. Yanamala, G. Boyce, M. Ganapathiraju 
bioRxiv, pages 459065, 2018

MIZAN: a large persian-english parallel corpus [EPrint] [Link]
O. Kashefi 
arXiv preprint arXiv:1801.02107, 2018

Unsupervised Part-of-Speech Induction [EPrint] [Link]
O. Kashefi 
arXiv preprint arXiv:1801.03564, 2018

RERconverge: an R package for associating evolutionary rates with convergent traits [EPrint] [Link]
A. Kowalczyk, W. Meyer, R. Partha, W. Mao, N. Clark, M. Chikina 
bioRxiv, pages 451138, 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

DataRemix: a universal data transformation for optimal inference from gene expression datasets [EPrint] [Link]
W. Mao, R. Hausler, M. Chikina 
bioRxiv, pages 357467, 2018

The perils of interaction prediction [EPrint] [Link]
W. Mao, D. Kostka, M. Chikina 
bioRxiv, pages 435065, 2018

The design and evaluation of a Bayesian system for detecting and characterizing outbreaks of influenza [EPrint] [Link]
N. Millett, J. Aronis, M. Wagner, F. Tsui, Y. Ye, J. Ferraro, P. Haug, P. Gesteland, G. Cooper 
bioRxiv, pages 435727, 2018

Image Retrieval with Mixed Initiative and Multimodal Feedback [EPrint] [Link]
N. Murrugarra-Llerena, A. Kovashka 
arXiv preprint arXiv:1805.03134, 2018

Robust methods for detecting convergent shifts in evolutionary rates [EPrint] [Link]
R. Partha, A. Kowalczyk, N. Clark, M. Chikina 
bioRxiv, pages 457309, 2018

Deep Diffeomorphic Normalizing Flows [EPrint] [Link]
H. Salman, P. Yadollahpour, T. Fletcher, K. Batmanghelich 
arXiv preprint arXiv:1810.03256, 2018

Artistic Object Recognition by Unsupervised Style Adaptation [EPrint] [Link]
C. Thomas, A. Kovashka 
arXiv preprint arXiv:1812.11139, 2018

Persuasive Faces: Generating Faces in Advertisements [EPrint] [Link]
C. Thomas, A. Kovashka 
arXiv preprint arXiv:1807.09882, 2018

Story Understanding in Video Advertisements [EPrint] [Link]
K. Ye, K. Buettner, A. Kovashka 
arXiv preprint arXiv:1807.11122, 2018

Learning to discover and localize visual objects with open vocabulary [EPrint] [Link]
K. Ye, M. Zhang, W. Li, D. Qin, A. Kovashka, J. Berent 
arXiv preprint arXiv:1811.10080, 2018

Longitudinal Visual Analytics for Unpacking the Cancer Journey [EPrint] [Link]
Z. Yuan, S. Finan, J. Warner, G. Savova, H. Hochheiser 
bioRxiv, pages 444356, 2018

Generating Diverse Numbers of Diverse Keyphrases [EPrint] [Link]
X. Yuan, T. Wang, R. Meng, K. Thaker, D. He, A. Trischler 
arXiv preprint arXiv:1810.05241, 2018

Equal But Not The Same: Understanding the Implicit Relationship Between Persuasive Images and Text [EPrint] [Link]
M. Zhang, R. Hwa, A. Kovashka 
arXiv preprint arXiv:1807.08205, 2018

Integrating Transformer and Paraphrase Rules for Sentence Simplification [EPrint] [Link]
S. Zhao, R. Meng, D. He, S. Andi, P. Bambang 
arXiv preprint arXiv:1810.11193, 2018


Systems and Methods for Multiobjective Optimization [EPrint] [Link]
N. Laptev, A. Soni, Y. Mehdad, J. Balasubramanian 
US, 2018

In Collection

The Art of Research: A Divergent/Convergent Thinking Framework and Opportunities for Science-Based Approaches [EPrint] [Link]
G. Aviña, C. Schunn, A. Silva, T. Bauer, G. Crabtree, C. Johnson, T. Odumosu, S. Picraux, R. Sawyer, R. Schneider, R. Sun, G. Feist, V. Narayanamurti, J. Tsao 
Springer, Cham, 2018

Introduction to social information access [EPrint] [Link]
P. Brusilovsky, D. He 
Springer, Cham, 2018

Social search [EPrint] [Link]
P. Brusilovsky, B. Smyth, B. Shapira 
Springer, Cham, 2018

Do the best design ideas (really) come from conceptually distant sources of inspiration? [EPrint] [Link]
J. Chan, S. Dow, C. Schunn 
Springer, Cham, 2018

Social navigation [EPrint] [Link]
R. Farzan, P. Brusilovsky 
Springer, Cham, 2018

Automatic, objective, and efficient measurement of pain using automated face analysis [Link]
Z. Hammal, J. Cohn 
Springer, Cham, 2018

Network-based social search [Link]
S. Han, D. He 
Springer, Cham, 2018

Defining and Discovering Interactive Causes [Link]
X. Jiang, R. Neapolitan 
Springer, Cham, 2018

Recommendations based on social links [EPrint] [Link]
D. Lee, P. Brusilovsky 
Springer, Cham, 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

The parenthood conflict in the light of mother-infant psychotherapy [Link]
B. Salomonsson, M. Aarts, E. Abelin, J. Aber, A. Slade, B. Berger, I. Bresgi, M. Kaplan, K. Abraham, S. Abse, D. Scharff, J. Scharff, J. Aguayo, J. Aguayo, B. Salomonsson, J. Ahumada, M. Ainsworth, M. Blehar, E. Waters, S. Wall, ... ,  
ZERO TO THREE Press, 2018

Collaborative information search [Link]
Z. Yue, D. He 
Springer, Cham, 2018