Community detection using spectral clustering on sparse geosocial data

Autor: van Gennip, Yves, Hunter, Blake, Ahn, Raymond, Elliott, Peter, Luh, Kyle, Halvorson, Megan, Reid, Shannon, Valasik, Matt, Wo, James, Tita, George E., Bertozzi, Andrea L., Brantingham, P. Jeffrey

In this article we identify social communities among gang members in the Hollenbeck policing district in Los Angeles, based on sparse observations of a combination of social interactions and geographic locations of the individuals. This information,

Externí odkaz: http://arxiv.org/abs/1206.4969

Symptom Variability and Early Symptom Regression in the MAPP Study: A Prospective Study of Urological Chronic Pelvic Pain Syndrome

Autor: Clemens, J. Quentin, Hanno, Philip, Kirkali, Ziya, Kusek, John W., Landis, J. Richard, Lucia, M. Scott, Moldwin, Robert M., Mullins, Chris, Pontari, Michel A., Klumpp, David J., Schaeffer, Anthony J., Apkarian, Apkar (Vania), Cella, David, Farmer, Melissa A., Fitzgerald, Colleen, Gershon, Richard, Griffith, James W., Heckman, Charles J., II, Jiang, Mingchen, Keefer, Laurie, Marko, Darlene S., Michniewicz, Jean, Parrish, Todd, Tu, Frank, Mayer, Emeran A., Rodríguez, Larissa V., Alger, Jeffry, Ashe-McNalley, Cody P., Ellingson, Ben, Heendeniya, Nuwanthi, Kilpatrick, Lisa, Kulbacki, Cara, Kutch, Jason, Labus, Jennifer S., Naliboff, Bruce D., Randal, Fornessa, Smith, Suzanne R., Kreder, Karl J., Bradley, Catherine S., Eno, Mary, Greiner, Kris, Luo, Yi, Lutgendorf, Susan K., O’Donnell, Michael A., Ziegler, Barbara, Clauw, Daniel J., As-Sanie, Suzie, Berry, Sandra, Grayhack, Clara, Halvorson, Megan E., Harris, Richard, Harte, Steve, Ichesco, Eric, Oldendorf, Ann, Scott, Katherine A., Williams, David A., Buchwald, Dedra, Afari, Niloofar, Krieger, John, Miller, Jane, Richey, Stephanie, Robertson, Kelly, Ross, Susan O., Spiro, Roberta, Sundsvold, TJ, Strachan, Eric, Yang, Claire C., Andriole, Gerald L., Lai, H. Henry, Bristol, Rebecca L., Colditz, Graham, Deutsch, Georg, Gardner, Vivien C., Gereau, Robert W., IV, Henderson, Jeffrey P, Hong, Barry A., Hooton, Thomas M., Ness, Timothy J., North, Carol S., Spitznagle, Theresa M., Sutcliffe, Siobhan, Anger, Jennifer, Freeman, Michael, Kim, Jayoung, Eilber, Karyn, Van Eyk, Jennifer, Yang, Wei, Funari, Vincent, Cha, Jeena, Barrell, Ted, Doe, Ro- Pauline, Farrar, John T., Gallagher, Laura, Hou, Xiaoling, Jemielita, Thomas, Howard, Tamara, Robinson, Nancy, Smith, Sandra, Stephens, Alisa, Wang, Yanli, Wang, Xingmei, van Bokhoven, Adrie, Osypuk, Andrea A., Dayton, Robert, Jr., Jonscher, Karen R., Sullivan, Holly T., Wilson, R. Storey, Moses, Marsha A., Briscoe, Andrew C., Briscoe, David, Curatolo, Adam, Froehlich, John, Lee, Richard S., Sachdev, Monisha, Solomon, Keith R., Steen, Hanno, Mackey, Sean, Bagarinao, Epifanio, Foster, Lauren C., Hubbard, Emily, Johnson, Kevin A., Martucci, Katherine T., McCue, Rebecca L., Moericke, Rachel R., Nilakantan, Aneesha, Noor, Noorulain, Nickel, J. Curtis, Ehrlich, Garth D., Bavendam, Tamara G., Stephens-Shields, Alisa J., Farrar, John

Publikováno v: In The Journal of Urology November 2016 196(5):1450-1455

COMMUNITY DETECTION USING SPECTRAL CLUSTERING ON SPARSE GEOSOCIAL DATA

Autor: VAN GENNIP, YVES, HUNTER, BLAKE, AHN, RAYMOND, ELLIOTT, PETER, LUH, KYLE, HALVORSON, MEGAN, REID, SHANNON, VALASIK, MATTHEW, WO, JAMES, TITA, GEORGE E., BERTOZZI, ANDREA L., BRANTINGHAM, P. JEFFREY

Publikováno v: SIAM Journal on Applied Mathematics, 2013 Jan 01. 73(1), 67-83.

Externí odkaz: http://dx.doi.org/10.1137/120882093

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