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Items: 1 to 50 of 54


Predicting pregnancy using large-scale data from a women's health tracking mobile application.

Liu B, Shi S, Wu Y, Thomas D, Symul L, Pierson E, Leskovec J.

Proc Int World Wide Web Conf. 2019 May;2019:2999-3005. doi: 10.1145/3308558.3313512.


Inferring Multidimensional Rates of Aging from Cross-Sectional Data.

Pierson E, Koh PW, Hashimoto T, Koller D, Leskovec J, Eriksson N, Liang P.

Proc Mach Learn Res. 2019 Apr;89:97-107.


Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks.

Kumar S, Zhang X, Leskovec J.

KDD. 2019 Aug;2019:1269-1278. doi: 10.1145/3292500.3330895.


Antioxidative effects of supplementing linseed oil-enriched diets with α-tocopherol, ascorbic acid, selenium, or their combination on carcass and meat quality in broilers.

Leskovec J, Levart A, Perić L, Đukić Stojčić M, Tomović V, Pirman T, Salobir J, Rezar V.

Poult Sci. 2019 Jul 15. pii: pez389. doi: 10.3382/ps/pez389. [Epub ahead of print]


Best practices for analyzing large-scale health data from wearables and smartphone apps.

Hicks JL, Althoff T, Sosic R, Kuhar P, Bostjancic B, King AC, Leskovec J, Delp SL.

NPJ Digit Med. 2019 Jun 3;2:45. doi: 10.1038/s41746-019-0121-1. eCollection 2019. Review.


To Embed or Not: Network Embedding as a Paradigm in Computational Biology.

Nelson W, Zitnik M, Wang B, Leskovec J, Goldenberg A, Sharan R.

Front Genet. 2019 May 1;10:381. doi: 10.3389/fgene.2019.00381. eCollection 2019. Review.


Antioxidative Effects of Olive Polyphenols Compared to Vitamin E in Piglets Fed a Diet Rich in N-3 PUFA.

Leskovec J, Rezar V, Svete AN, Salobir J, Levart A.

Animals (Basel). 2019 Apr 12;9(4). pii: E161. doi: 10.3390/ani9040161.


Evolution of resilience in protein interactomes across the tree of life.

Zitnik M, Sosič R, Feldman MW, Leskovec J.

Proc Natl Acad Sci U S A. 2019 Feb 14. pii: 201818013. doi: 10.1073/pnas.1818013116. [Epub ahead of print]


Machine Learning for Integrating Data in Biology and Medicine: Principles, Practice, and Opportunities.

Zitnik M, Nguyen F, Wang B, Leskovec J, Goldenberg A, Hoffman MM.

Inf Fusion. 2019 Oct;50:71-91. doi: 10.1016/j.inffus.2018.09.012. Epub 2018 Sep 21.


Network enhancement as a general method to denoise weighted biological networks.

Wang B, Pourshafeie A, Zitnik M, Zhu J, Bustamante CD, Batzoglou S, Leskovec J.

Nat Commun. 2018 Aug 6;9(1):3108. doi: 10.1038/s41467-018-05469-x.


Prioritizing network communities.

Zitnik M, Sosič R, Leskovec J.

Nat Commun. 2018 Jun 29;9(1):2544. doi: 10.1038/s41467-018-04948-5.


Modeling polypharmacy side effects with graph convolutional networks.

Zitnik M, Agrawal M, Leskovec J.

Bioinformatics. 2018 Jul 1;34(13):i457-i466. doi: 10.1093/bioinformatics/bty294.


Higher-order clustering in networks.

Yin H, Benson AR, Leskovec J.

Phys Rev E. 2018 May;97(5-1):052306. doi: 10.1103/PhysRevE.97.052306.


I'll Be Back: On the Multiple Lives of Users of a Mobile Activity Tracking Application.

Lin Z, Althoff T, Leskovec J.

Proc Int World Wide Web Conf. 2018 Apr;2018:1501-1511. doi: 10.1145/3178876.3186062.


Modeling Interdependent and Periodic Real-World Action Sequences.

Kurashima T, Althoff T, Leskovec J.

Proc Int World Wide Web Conf. 2018 Apr;2018:803-812. doi: 10.1145/3178876.3186161.


Modeling Individual Cyclic Variation in Human Behavior.

Pierson E, Althoff T, Leskovec J.

Proc Int World Wide Web Conf. 2018 Apr;2018:107-116. doi: 10.1145/3178876.3186052.


The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables.

Lakkaraju H, Kleinberg J, Leskovec J, Ludwig J, Mullainathan S.

KDD. 2017 Aug;2017:275-284. doi: 10.1145/3097983.3098066.


Local Higher-Order Graph Clustering.

Yin H, Benson AR, Leskovec J, Gleich DF.

KDD. 2017 Aug;2017:555-564. doi: 10.1145/3097983.3098069.


Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data.

Hallac D, Vare S, Boyd S, Leskovec J.

KDD. 2017 Aug;2017:215-223. doi: 10.1145/3097983.3098060.


Network Inference via the Time-Varying Graphical Lasso.

Hallac D, Park Y, Boyd S, Leskovec J.

KDD. 2017 Aug;2017:205-213. doi: 10.1145/3097983.3098037.



Kleinberg J, Lakkaraju H, Leskovec J, Ludwig J, Mullainathan S.

Q J Econ. 2018 Feb 1;133(1):237-293. doi: 10.1093/qje/qjx032. Epub 2017 Aug 26.


Effects of supplementation with α-tocopherol, ascorbic acid, selenium, or their combination in linseed oil-enriched diets on the oxidative status in broilers.

Leskovec J, Levart A, Nemec Svete A, Peric L, Ðukic Stojcic M, Žikic D, Salobir J, Rezar V.

Poult Sci. 2018 May 1;97(5):1641-1650. doi: 10.3382/ps/pey004.


Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions.

Cheng J, Bernstein M, Danescu-Niculescu-Mizil C, Leskovec J.

CSCW Conf Comput Support Coop Work. 2017 Feb-Mar;2017:1217-1230. doi: 10.1145/2998181.2998213.


Loyalty in Online Communities.

Hamilton WL, Zhang J, Danescu-Niculescu-Mizil C, Jurafsky D, Leskovec J.

Proc Int AAAI Conf Weblogs Soc Media. 2017 May;2017:540-543.


Community Identity and User Engagement in a Multi-Community Landscape.

Zhang J, Hamilton WL, Danescu-Niculescu-Mizil C, Jurafsky D, Leskovec J.

Proc Int AAAI Conf Weblogs Soc Media. 2017 May;2017:377-386.


Accurate Influenza Monitoring and Forecasting Using Novel Internet Data Streams: A Case Study in the Boston Metropolis.

Lu FS, Hou S, Baltrusaitis K, Shah M, Leskovec J, Sosic R, Hawkins J, Brownstein J, Conidi G, Gunn J, Gray J, Zink A, Santillana M.

JMIR Public Health Surveill. 2018 Jan 9;4(1):e4. doi: 10.2196/publichealth.8950.


The Use of Loansome Doc to Meet the Needs of Unaffiliated Health Professionals.

Kiscaden E, Leskovec J, Unger E.

J Access Serv. 2018;15(1):57-63. doi: 10.1080/15367967.2018.1423983. Epub 2018 Apr 16.


Large-scale analysis of disease pathways in the human interactome.

Agrawal M, Zitnik M, Leskovec J.

Pac Symp Biocomput. 2018;23:111-122.


How Gamification Affects Physical Activity: Large-scale Analysis of Walking Challenges in a Mobile Application.

Shameli A, Althoff T, Saberi A, Leskovec J.

Proc Int World Wide Web Conf. 2017 Apr;2017:455-463. doi: 10.1145/3041021.3054172.


Predicting multicellular function through multi-layer tissue networks.

Zitnik M, Leskovec J.

Bioinformatics. 2017 Jul 15;33(14):i190-i198. doi: 10.1093/bioinformatics/btx252.


Large-scale physical activity data reveal worldwide activity inequality.

Althoff T, Sosič R, Hicks JL, King AC, Delp SL, Leskovec J.

Nature. 2017 Jul 20;547(7663):336-339. doi: 10.1038/nature23018. Epub 2017 Jul 10.


Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora.

Hamilton WL, Clark K, Leskovec J, Jurafsky D.

Proc Conf Empir Methods Nat Lang Process. 2016 Nov;2016:595-605. doi: 10.18653/v1/D16-1057.


Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change.

Hamilton WL, Leskovec J, Jurafsky D.

Proc Conf Empir Methods Nat Lang Process. 2016 Nov;2016:2116-2121.


Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields.

Park Y, Hallac D, Boyd S, Leskovec J.

Proc Mach Learn Res. 2017 Apr;54:1302-1310.


Online Actions with Offline Impact: How Online Social Networks Influence Online and Offline User Behavior.

Althoff T, Jindal P, Leskovec J.

Proc Int Conf Web Search Data Min. 2017 Feb;2017:537-546. doi: 10.1145/3018661.3018672. Epub 2017 Feb 2.


Improving Website Hyperlink Structure Using Server Logs.

Paranjape A, West R, Zia L, Leskovec J.

Proc Int Conf Web Search Data Min. 2016 Feb;2016:615-624. doi: 10.1145/2835776.2835832.


SNAP: A General Purpose Network Analysis and Graph Mining Library.

Leskovec J, Sosič R.

ACM Trans Intell Syst Technol. 2016 Oct;8(1). pii: 1. doi: 10.1145/2898361. Epub 2016 Oct 3.


Network analysis: a novel method for mapping neonatal acute transport patterns in California.

Kunz SN, Zupancic JAF, Rigdon J, Phibbs CS, Lee HC, Gould JB, Leskovec J, Profit J.

J Perinatol. 2017 Jun;37(6):702-708. doi: 10.1038/jp.2017.20. Epub 2017 Mar 23.


SnapVX: A Network-Based Convex Optimization Solver.

Hallac D, Wong C, Diamond S, Sharang A, Sosič R, Boyd S, Leskovec J.

J Mach Learn Res. 2017;18(1):110-114.


Mining big data to extract patterns and predict real-life outcomes.

Kosinski M, Wang Y, Lakkaraju H, Leskovec J.

Psychol Methods. 2016 Dec;21(4):493-506.


node2vec: Scalable Feature Learning for Networks.

Grover A, Leskovec J.

KDD. 2016 Aug;2016:855-864.


Growing Wikipedia Across Languages via Recommendation.

Wulczyn E, West R, Zia L, Leskovec J.

Proc Int World Wide Web Conf. 2016 Apr;2016:975-985.


Network Lasso: Clustering and Optimization in Large Graphs.

Hallac D, Leskovec J, Boyd S.

KDD. 2015 Aug;2015:387-396.


Higher-order organization of complex networks.

Benson AR, Gleich DF, Leskovec J.

Science. 2016 Jul 8;353(6295):163-6. doi: 10.1126/science.aad9029.


Ringo: Interactive Graph Analytics on Big-Memory Machines.

Perez Y, Sosič R, Banerjee A, Puttagunta R, Raison M, Shah P, Leskovec J.

Proc ACM SIGMOD Int Conf Manag Data. 2015 May-Jun;2015:1105-1110.


Donor Retention in Online Crowdfunding Communities: A Case Study of

Althoff T, Leskovec J.

Proc Int World Wide Web Conf. 2015 May;2015:34-44.


Mining Missing Hyperlinks from Human Navigation Traces: A Case Study of Wikipedia.

West R, Paranjape A, Leskovec J.

Proc Int World Wide Web Conf. 2015;2015:1242-1252.


Analyzing Information Seeking and Drug-Safety Alert Response by Health Care Professionals as New Methods for Surveillance.

Callahan A, Pernek I, Stiglic G, Leskovec J, Strasberg HR, Shah NH.

J Med Internet Res. 2015 Aug 20;17(8):e204. doi: 10.2196/jmir.4427.


The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility.

Ku JP, Hicks JL, Hastie T, Leskovec J, Ré C, Delp SL.

J Am Med Inform Assoc. 2015 Nov;22(6):1120-5. doi: 10.1093/jamia/ocv071. Epub 2015 Aug 13.

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