Empirical complexity of comparator-based nearest neighbor descent

Autor: Baron, Jacob D., Darling, R. W. R.

A Java parallel streams implementation of the $K$-nearest neighbor descent algorithm is presented using a natural statistical termination criterion. Input data consist of a set $S$ of $n$ objects of type V, and a Function>, which ena

Externí odkaz: http://arxiv.org/abs/2202.00517

K-Nearest Neighbor Approximation Via the Friend-of-a-Friend Principle

Autor: Baron, Jacob D., Darling, R. W. R.

Suppose $V$ is an $n$-element set where for each $x \in V$, the elements of $V \setminus \{x\}$ are ranked by their similarity to $x$. The $K$-nearest neighbor graph is a directed graph including an arc from each $x$ to the $K$ points of $V \setminus

Externí odkaz: http://arxiv.org/abs/1908.07645

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Diagnosis and treatment of exocrine pancreatic insufficiency in chronic pancreatitis: An international expert survey and case vignette study

Autor: Falconi, Massimo, Zou, Wen-Bin, Engjom, Trond, Ooi, Chee Y., Sutton, Robert, Frulloni, Luca, Neoptolemos, John, Wilcox, Charles, Miroslav, Vujasinovic, Trikudanathan, Guru, Liao, Zhuan, Hauge, Truls, Mössner, Joachim, Hoge, Chantal, Fockens, Paul, Mieog, Sven, Capurso, Gabriele, Cui, Yunfeng, de Madaria, Enrique, Distler, Marius, Aghdassi, Ali, Whitcomb, David C., Russell, Kylie, Beyer, Georg, Kunovsky, Lumír, Kwanten, Wilhelmus, Nava, Andrea Kazemi, Conlon, Kevin, Siriwardena, A.K., Paiella, Salvatore, Alconchel, Felipe, Marino, Marco Vito, de Meijer, Vincent E., Domingo, Carlos, Kleeff, Jorg, Lakshmanan, Aarti, Lie Chu, Michael Jen, Bouwense, Stefan, Nashidengo, Pueya Rashid, Konstantinos, Perivoliotis, Muttillo, Edoardo Maria, Umar, Garzali Ibrahim, Castro Santiago, Maria Jesus, Lopez-Lopez, Victor, Torri, Francesco, Schmelzle, Moritz, Ignatavicius, Povilas, Wicherts, Dennis, Gomes, Antonio, Machairas, Nikolaos A., Dorovinis, Panagiotis I., Serrablo, Alejandro, Soreide, Kjetil, Rahbari, Mohammad, Jie Chu, Michael Jen, Ptasnuka, Margarita, Petrulionis, Marius, Noel, Colin Byron, Castro, Ernest, Di Martino, Marcello, Recordare, Alfonso, Stättner, Stefan, Ausania, Fabio, Hartman, Vera, Roeyen, Geert, Egorov, Viacheslav, Vanagas, Tomas, Ebrahim, Mohamed, Arabadzhieva, Elena, Malleo, Giuseppe, Li, Liang, Adams, David, Oracz, Grzegorz, Nageshwar, Reddy D., Waldthaler, Alexander, Masamune, Atsushi, Drewes, Asbjorn Mohr, Amodio, Antonio, Tirkes, Temel, Srivastava, Anshu, Beilman, Gregory J., Berger, Zoltan, Lindkvist, Bjorn, Cavestro, Giulia Martina, Gariepy, Cheryl, Czakó, Laszlo, Di Leo, Milena, Sharma, Vishal, Lakhtakia, Sundeep, Rana, Surinder Singh, Duggan, Sinaed N., Kwon, Chang-Il, Phillips, Anna Evans, Forsmark, Christopher E., Gleeson, Ferga C., Lehman, Glen A., Greenhalf, William, Costamagna, Guido, Halloran, Christopher M., Friess, Helmut, Rasmussen, Henrik Hojgaard, Ikeura, Tsukasa, Haldorsen, Ingfrid S., Itoi, Takao, Izbicki, Jacob R., Windsor, John, Poulsen, Jakob Lykke, Frokjaer, Jens Brondum, Larino-Noia, Jose, Wang, Dan, Garcia, Julio Iglesias, Kalaitzakis, Evangelos, Wertheim-Tysarowska, Kararzyna, Kubota, Kensuke, Larusch, Jessica, Lerch, Markus M., Hu, Liang-Hao, Erkan, Mert, Machicado, Jorg D., Arvanitakis, Marianna, Buchler, Markus W., Levy, Marlon F., Heyman, Melvin B., Nojgaard, Camilla, Khashab, Mouen A., Delhaye, Myriam, Ogura, Takeshi, Okazaki, Kazuichi, Ghaneh, Paula, Banks, Peter A., Gupta, Pankaj, Papachristou, Georgios I., Michl, Patrick, Levy, Philippe, Pukitis, Aldis, Pezzilli, Raffaele, Baron, Ryan D., Amann, Stephen T., Schwarzenberg, Sarah Jane, Isaji, Shuiji, Olesen, Soren Schou, Novovic, Srdan, Hughes, Steven J., Werlin, Steven L., Gonska, Tanja, Gardner, Timothy B., Topazian, Mark D., Weiss, Frank Ulrich, Akshintala, Venakata S., Morinville, Veronique D., Rebours, Vinciane, Vincze, Aron, Singh, Vikesh K., Cui, Naiqiang, Zhang, Hong, Li, Zhao-shen, de Rijk, Florence E.M., van Veldhuisen, Charlotte L., Besselink, Marc G., van Hooft, Jeanin E., van Santvoort, Hjalmar C., van Geenen, Erwin J.M., Hegyi, Peter, Löhr, J-Matthias, Dominguez-Munoz, Juan E., de Jonge, Pieter Jan F., Bruno, Marco J., Verdonk, Robert C.

Publikováno v: In Pancreatology May 2022 22(4):457-465