2008 |
17 | EE | Amol Ghoting,
Srinivasan Parthasarathy,
Matthew Eric Otey:
Fast mining of distance-based outliers in high-dimensional datasets.
Data Min. Knowl. Discov. 16(3): 349-364 (2008) |
2007 |
16 | EE | Amol Ghoting,
Gregory Buehrer,
Matthew Goyder,
Shirish Tatikonda,
Xi Zhang,
Srinivasan Parthasarathy,
Tahsin M. Kurç,
Joel H. Saltz:
Knowledge and Cache Conscious Algorithm Design and Systems Support for Data Mining Algorithms.
IPDPS 2007: 1-6 |
15 | EE | Amol Ghoting,
Gregory Buehrer,
Srinivasan Parthasarathy,
Daehyun Kim,
Anthony Nguyen,
Yen-Kuang Chen,
Pradeep Dubey:
Cache-conscious frequent pattern mining on modern and emerging processors.
VLDB J. 16(1): 77-96 (2007) |
2006 |
14 | EE | Gregory Buehrer,
Amol Ghoting,
Xi Zhang,
Shirish Tatikonda,
Srinivasan Parthasarathy,
Tahsin M. Kurç,
Joel H. Saltz:
I/O conscious algorithm design and systems support for data analysis on emerging architectures.
IPDPS 2006 |
13 | EE | Gregory Buehrer,
Srinivasan Parthasarathy,
Amol Ghoting:
Out-of-core frequent pattern mining on a commodity PC.
KDD 2006: 86-95 |
12 | EE | Gregory Buehrer,
Yen-Kuang Chen,
Srinivasan Parthasarathy,
Anthony Nguyen,
Amol Ghoting,
Daehyun Kim:
Efficient pattern mining on shared memory systems: implications for chip multiprocessor architectures.
Memory System Performance and Correctness 2006: 31-40 |
11 | EE | Amol Ghoting,
Srinivasan Parthasarathy:
Knowledge-Conscious Data Clustering.
PKDD 2006: 511-519 |
10 | EE | Amol Ghoting,
Srinivasan Parthasarathy,
Matthew Eric Otey:
Fast Mining of Distance-Based Outliers in High Dimensional Datasets.
SDM 2006 |
9 | EE | Matthew Eric Otey,
Amol Ghoting,
Srinivasan Parthasarathy:
Fast Distributed Outlier Detection in Mixed-Attribute Data Sets.
Data Min. Knowl. Discov. 12(2-3): 203-228 (2006) |
2005 |
8 | EE | Amol Ghoting,
Gregory Buehrer,
Srinivasan Parthasarathy,
Daehyun Kim,
Anthony Nguyen,
Yen-Kuang Chen,
Pradeep Dubey:
A Characterization of Data Mining Workloads on a Modern Processor.
DaMoN 2005 |
7 | EE | Huai Wang,
Srinivasan Parthasarathy,
Amol Ghoting,
Shirish Tatikonda,
Gregory Buehrer,
Tahsin M. Kurç,
Joel H. Saltz:
Design of a next generation sampling service for large scale data analysis applications.
ICS 2005: 91-100 |
6 | EE | Huai Wang,
Amol Ghoting,
Gregory Buehrer,
Shirish Tatikonda,
Srinivasan Parthasarathy,
Tahsin M. Kurç,
Joel H. Saltz:
A Services Oriented Framework for Next Generation Data Analysis Centers.
IPDPS 2005 |
5 | EE | Amol Ghoting,
Gregory Buehrer,
Srinivasan Parthasarathy,
Daehyun Kim,
Anthony Nguyen,
Yen-Kuang Chen,
Pradeep Dubey:
Cache-conscious Frequent Pattern Mining on a Modern Processor.
VLDB 2005: 577-588 |
2004 |
4 | EE | Amol Ghoting,
Matthew Eric Otey,
Srinivasan Parthasarathy:
LOADED: Link-Based Outlier and Anomaly Detection in Evolving Data Sets.
ICDM 2004: 387-390 |
3 | EE | Amol Ghoting,
Srinivasan Parthasarathy:
Facilitating Interactive Distributed Data Stream Processing and Mining.
IPDPS 2004 |
2003 |
2 | EE | Matthew Eric Otey,
Srinivasan Parthasarathy,
Amol Ghoting,
G. Li,
Sundeep Narravula,
Dhabaleswar K. Panda:
Towards NIC-based intrusion detection.
KDD 2003: 723-728 |
2001 |
1 | | Cyrus Shahabi,
Leila Kaghazian,
Soham Mehta,
Amol Ghoting,
Gautam Shanbhag,
Margaret McLaughlin:
Analysis of haptic data for sign language recognition.
HCI 2001: 441-445 |