default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAlexei Pozdnoukhov
Person information
- affiliation: University of California, Berkeley, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2010 – 2019
- 2018
[j8]Mogeng Yin
, Madeleine Sheehan, Sidney Feygin, Jean-François Paiement, Alexei Pozdnoukhov:
A Generative Model of Urban Activities from Cellular Data. IEEE Trans. Intell. Transp. Syst. 19(6): 1682-1696 (2018)- 2017
- [i2]Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Mogeng Yin, Michael W. Mahoney, Alexei Pozdnoukhov:
Social Discrete Choice Models. CoRR abs/1703.07520 (2017) - [i1]Ye Xia, Danqing Zhang, Alexei Pozdnoukhov, Ken Nakayama, Karl Zipser, David Whitney:
Training a network to attend like human drivers saves it from common but misleading loss functions. CoRR abs/1711.06406 (2017) - 2016
- [c26]Vinod Hegde, Alessandra Mileo, Alexei Pozdnoukhov:
Events Describe Places: Tagging Places with Event Based Social Network Data. CODS 2016: 11:1-11:6 - 2015
- [j7]Alexei Pozdnoukhov, Sen Xu:
The Seventh ACM SIGSPATIAL International Workshop on Location-Based Social Networks, Dallas, Texas, USA - November 4, 2014: LBSN 2014 workshop report. ACM SIGSPATIAL Special 7(1): 69 (2015) - [c25]Vinod Hegde, Milovan Krnjajic, Alexei Pozdnoukhov:
Unsupervised Event Detection with Infinite Poisson Mixture Model. BigData Congress 2015: 567-575 - [e3]Alexei Pozdnoukhov, Dimitris Sacharidis, Sen Xu:
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2015, Bellevue, WA, USA, November 3-6, 2015. ACM 2015, ISBN 978-1-4503-3975-9 [contents] - 2014
- [j6]Gavin McArdle, Eoghan Furey, Aonghus Lawlor, Alexei Pozdnoukhov:
Using Digital Footprints for a City-Scale Traffic Simulation. ACM Trans. Intell. Syst. Technol. 5(3): 41:1-41:16 (2014) - [e2]Alexei Pozdnoukhov, Sen Xu:
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2014, Dallas/Fort Worth, Texas, USA, November 4, 2014. ACM 2014, ISBN 978-1-4503-3140-1 [contents] - 2013
- [j5]Christian Kaiser, Alexei Pozdnoukhov:
Enabling real-time city sensing with kernel stream oracles and MapReduce. Pervasive Mob. Comput. 9(5): 708-721 (2013) - [c24]Cathal Coffey, Alexei Pozdnoukhov:
Temporal decomposition and semantic enrichment of mobility flows. LBSN 2013: 34-43 - [c23]Alexey Tarasov, Felix Kling, Alexei Pozdnoukhov:
Prediction of user location using the radiation model and social check-ins. UrbComp@KDD 2013: 8:1-8:7 - [e1]Alexei Pozdnoukhov:
Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2013, Orlando, FL, USA, November 5, 2013. ACM 2013, ISBN 978-1-4503-2533-2 [contents] - 2012
- [j4]Loris Foresti, Mikhail F. Kanevski, Alexei Pozdnoukhov:
Kernel-Based Mapping of Orographic Rainfall Enhancement in the Swiss Alps as Detected by Weather Radar. IEEE Trans. Geosci. Remote. Sens. 50(8): 2954-2967 (2012) - [c22]Cathal Coffey, Rahul Nair, Fabio Pinelli, Alexei Pozdnoukhov, Francesco Calabrese:
Missed connections: quantifying and optimizing multi-modal interconnectivity in cities. CTS@SIGSPATIAL 2012: 26-32 - [c21]Felix Kling, Alexei Pozdnoukhov:
When a city tells a story: urban topic analysis. SIGSPATIAL/GIS 2012: 482-485 - [c20]Gavin McArdle, Aonghus Lawlor, Eoghan Furey, Alexei Pozdnoukhov:
City-scale traffic simulation from digital footprints. UrbComp@KDD 2012: 47-54 - 2011
- [c19]Cathal Coffey, Alexei Pozdnoukhov, Francesco Calabrese:
Time of arrival predictability horizons for public bus routes. CTS@GIS 2011: 1-5 - [c18]Alexei Pozdnoukhov, Christian Kaiser:
Space-time dynamics of topics in streaming text. GIS-LBSN 2011: 1-8 - [c17]Alexei Pozdnoukhov, Christian Kaiser:
Area-to-point kernel regression on streaming data. GIS-IWGS 2011: 33-36 - [c16]Alexei Pozdnoukhov, Christian Kaiser:
Scalable local regression for spatial analytics. GIS 2011: 361-364 - 2010
- [j3]Devis Tuia, Frédéric Ratle, Alexei Pozdnoukhov, Gustavo Camps-Valls:
Multisource Composite Kernels for Urban-Image Classification. IEEE Geosci. Remote. Sens. Lett. 7(1): 88-92 (2010) - [c15]Alexei Pozdnoukhov, Fergal Walsh:
Exploratory novelty identification in human activity data streams. GIS-IWGS 2010: 59-62 - [c14]Alexei Pozdnoukhov:
Spatial extensions to kernel methods. GIS 2010: 498-501 - [c13]Christian Kaiser, Fergal Walsh, Carson J. Q. Farmer, Alexei Pozdnoukhov:
User-Centric Time-Distance Representation of Road Networks. GIScience 2010: 85-99
2000 – 2009
- 2009
- [c12]S. B. Bai, J. Wang, Alexei Pozdnoukhov, Mikhail F. Kanevski:
Validation of Logistic Regression Models for Landslide Susceptibility Maps. CSIE (2) 2009: 355-358 - [c11]Alexei Pozdnoukhov:
Dynamic network data exploration through semi-supervised functional embedding. GIS 2009: 372-379 - [c10]Loris Foresti, Devis Tuia, Alexei Pozdnoukhov, Mikhail F. Kanevski:
Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields. ICANN (2) 2009: 933-943 - 2008
- [c9]Alexei Pozdnoukhov, Mikhail F. Kanevski:
GeoKernels: modeling of spatial data on geomanifolds. ESANN 2008: 277-282 - [c8]S. B. Bai, J. Wang, F. Y. Zhang, Alexei Pozdnoukhov, Mikhail F. Kanevski:
Prediction of Landslide Susceptibility Using logistic Regression: A Case Study in Bailongjiang River Basin, China. FSKD (4) 2008: 647-651 - [c7]Mikhail F. Kanevski, Vadim Timonin, Alexei Pozdnoukhov:
Automatic Decision-Oriented Mapping of Pollution Data. ICCSA (1) 2008: 678-691 - [c6]Devis Tuia, Frédéric Ratle, Fabio Pacifici, Alexei Pozdnoukhov, Mikhail F. Kanevski, Fabio Del Frate, Domenico Solimini, William J. Emery:
Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling. IGARSS (4) 2008: 73-76 - [c5]Devis Tuia, Fabio Pacifici, Alexei Pozdnoukhov, Christian Kaiser, Domenico Solimini, William J. Emery:
Very-High Resolution Image Classification using Morphological Operators and SVM. IGARSS (4) 2008: 220-223 - 2007
- [j2]Mikhail F. Kanevski, Alexei Pozdnoukhov, Vadim Timonin, Michel Maignan:
Mapping of environmental data using kernel-based methods. Rev. Int. Géomatique 17(3-4): 309-331 (2007) - 2006
- [j1]Alexei Pozdnoukhov, Samy Bengio:
Invariances in kernel methods: From samples to objects. Pattern Recognit. Lett. 27(10): 1087-1097 (2006) - [c4]Alexei Pozdnoukhov, Samy Bengio:
Semi-Supervised Kernel Methods for Regression Estimation. ICASSP (5) 2006: 577-580 - [c3]Alexei Pozdnoukhov, Samy Bengio:
Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (4) 2006: 956 - [c2]Alexei Pozdnoukhov, Samy Bengio:
Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (3) 2006: 1228-1231 - 2004
- [c1]Alexei Pozdnoukhov, Samy Bengio:
Tangent Vector Kernels for Invariant Image Classification with SVMs. ICPR (3) 2004: 486-489
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-25 05:56 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
