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Jeffrey
Junfeng Pan Senior Member, IEEE Research Scientist, Facebook Inc. 1601 S California Ave. Palo Alto, CA 94304 United States panjunfeng[at]gmail.com Resume [pdf] LinkedIn |
JOURNAL
Tracking Mobile Users in Wireless Networks via Semi-Supervised Co-Localization.
[Paper][Slides][Bibtex]
Jeffrey
J. Pan, Sinno J. Pan, Jie Yin,Lionel Ni, Qiang Yang.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
To appear, 2011.
Cost-Sensitive-Data
Preprocessing for Mining Customer Relationship Management Databases.
[Paper][Slides][Bibtex]
Jeffrey
J. Pan, Qiang Yang, Yiming Yang,
Lei Li, Francis T. Li and George W. Li. IEEE Intelligent Systems.
(Vol. 22, No. 1). Pages 46-51. January/February 2007.
Multidimensional
vector regression for accurate and low-cost location estimation in
pervasive computing. [Paper]
[Slides]
[Bibtex]
Jeffrey
J. Pan, James T. Kwok, Qiang Yang,
Yiqiang Chen. IEEE Transactions on Knowledge and Data
Engineering (TKDE). Sept. 2006. Regular paper.
Sensor-Based
Abnormal Human-Activity Detection for Security Monitoring.
[Paper][Slides][Bibtex]
Jie
Yin, Qiang Yang and Jeffrey J.
Pan. Special Issue on
Intelligence and Security Informatics, IEEE Transactions on
Knowledge and Data Engineering (TKDE).
Query
Enrichment for Web-query Classification.
[Paper]
[Slides] [Bibtex] [Demo]
Dou
Shen, Rong Pan, Jian-Tao Sun, Jeffrey
J. Pan, Kangheng Wu, Jie Yin and
Qiang Yang. To appear in Transactions on Information Systems (TOIS).
Regular paper.
Q2C@UST:
Our Winning Solution to Query Classification in KDD Cup 2005.
[Paper]
[Slides] [Bibtex] [Demo]
Dou
Shen, Rong Pan, Jian-Tao Sun, Jeffrey
J. Pan, Kangheng Wu, Jie Yin and
Qiang Yang. To appear on SIGKDD
Explorations. Regular paper.
CONFERENCE
Transferring Multi-device Localization Models using Latent Multi-task Learning..
[Paper][Slides][Bibtex]
Vincent W. Zheng, Sinno Jialin Pan, Qiang Yang and Jeffrey J. Pan.
In Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI-08) July, 2008. Regular paper.
Online
Co-Localization in Indoor Wireless Networks by Dimension Reduction.
[Paper][Slides][Bibtex]
Jeffrey
J. Pan, Qiang Yang, Jialin Pan.
In Proceedings of the 22nd National Conference on Artificial
Intelligence (AAAI-07) July, 2007. Regular paper.
Adaptive
Localization in a Dynamic WiFi Environment Through Multi-view
Learning.
[Paper][Slides][Bibtex]
Jialin
Pan, James T. Kwok, Qiang Yang, Jeffrey
J. Pan. In Proceedings of
the 22nd National Conference on Artificial Intelligence (AAAI-07)
July, 2007. Regular paper.
Domain-Constrained
Semi-Supervised Mining of Tracking Models in Sensor Networks.
[Paper][Slides][Bibtex]
Rong
Pan, Junhui Zhao, Wenchen Zheng, Jeffrey
Junfeng Pan, Dou Shen, Jialin Pan,
and Qiang Yang. ACM SIGKDD. San Jose, USA. August 2007.
Co-Localization
from Labeled and Unlabeled Data Using Graph Laplacian (in Wireless
and Sensor Networks).
[Paper][Slides][Bibtex]
Jeffrey
J. Pan, Qiang Yang. In
Proceedings of the Twentieth International Joint Conference on
Artificial Intelligence (IJCAI-07). Hyderabad, India. Jan, 2007.
Regular paper.
A Manifold
Regularization Approach to Calibration Reduction for Sensor-Network
Based Tracking. [Paper]
[Slides]
[Bibtex]
Jeffrey
J. Pan, Qiang Yang, Hong Chang,
Dit-Yan Yeung. In Proceedings of the Twenty-First National
Conference on Artificial Intelligence (AAAI-06) Regular paper.
Accurate and
low-cost location estimation using kernels.
[Paper]
[Slides]
[Bibtex]
Jeffrey
J. Pan, James T. Kwok, Qiang Yang,
Yiqiang Chen. In Proceedings of the Nineteenth International Joint
Conference on Artificial Intelligence (IJCAI-05),
July 2005. Regular
paper.
Competence-driven
case-based mining. [Paper]
[Slides] [Bibtex]
Rong Pan, Qiang Yang, Jeffrey
J. Pan, Lei Li. In Proceedings of
the Twentieth National Conference on Artificial Intelligence
(AAAI-05). Regular paper.
Fast speaker
adaptation via maximum penalized likelihood kernel regression.
[Paper] [Slides] [Bibtex]
Ivor W. Tsang, James T. Kwok, Brian
Mak, Kai Zhang, Jeffrey J. Pan.
To appear in the International Conference on Acoustics, Speech, and
Signal Processing (ICASSP-06), Toulouse, France, May 2006. Regular
paper.
The Principal and Improvement of Hot
Fix for S12-Switch.
Junbiao Pan,
Jeffrey J. Pan.
Science and Research of Telecommunications, Pages 56-64, Vol.7 No.2,
June 2003.
WORKSHOP
Semi-Supervised Localization via Action Respecting Manifold
Jeffrey J. Pan, Seth Teller
and Qiang Yang. International Joint Conference on Artificial Intelligence (IJCAI) Workshop on Intelligent Systems Assisted Cognition. Pasadena, CA. July, 2009
Digital Wall: A Power-efficient Solution for
Location-based Data Sharing
Jeffrey J. Pan, Sinno J. Pan, Vincent
W. Zheng and Qiang Yang. In Proceeding of PerCom-08 Workshop on Power-Aware
Pervasive Devices (PerDev-08), Hong Kong. March 2008.
Book Chapters
Programming in PHP
Jiancong
Bai, Jeffrey J. Pan
and Jianbo Luo. China Machine Press, ISBN-7111-08596-5, January
2001.
The KDD-Cup 2005 Knowledge Discovery and Data Mining competition ( KDD CUP 2005 )
Mathematical Contest in Modeling
Scholarship
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