| 2008 |
| 36 | EE | S. A. Arul Shalom,
Manoranjan Dash,
Minh Tue:
Graphics Hardware based Efficient and Scalable Fuzzy C-Means Clustering.
AusDM 2008: 179-186 |
| 35 | EE | Willie Ng,
Manoranjan Dash:
A Test Paradigm for Detecting Changes in Transactional Data Streams.
DASFAA 2008: 204-219 |
| 34 | EE | Manoranjan Dash,
Vivekanand Gopalkrishnan:
Distance Based Feature Selection for Clustering Microarray Data.
DASFAA 2008: 512-519 |
| 33 | EE | S. A. Arul Shalom,
Manoranjan Dash,
Minh Tue:
Efficient K-Means Clustering Using Accelerated Graphics Processors.
DaWaK 2008: 166-175 |
| 32 | EE | Willie Ng,
Manoranjan Dash:
Efficient Approximate Mining of Frequent Patterns over Transactional Data Streams.
DaWaK 2008: 241-250 |
| 31 | EE | Manoranjan Dash,
Huan Liu:
Dimensionality Reduction.
Wiley Encyclopedia of Computer Science and Engineering 2008 |
| 2007 |
| 30 | EE | Manoranjan Dash,
Ong Cher Yee:
extraRelief: Improving Relief by Efficient Selection of Instances.
Australian Conference on Artificial Intelligence 2007: 305-314 |
| 29 | EE | Manoranjan Dash,
Vivekanand Gopalkrishnan:
Two Way Focused Classification.
DaWaK 2007: 345-354 |
| 28 | EE | Manoranjan Dash,
Simona Petrutiu,
Peter Scheuermann:
pPOP: Fast yet accurate parallel hierarchical clustering using partitioning.
Data Knowl. Eng. 61(3): 563-578 (2007) |
| 27 | EE | Zexuan Zhu,
Yew-Soon Ong,
Manoranjan Dash:
Wrapper-Filter Feature Selection Algorithm Using a Memetic Framework.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 37(1): 70-76 (2007) |
| 26 | EE | Zexuan Zhu,
Yew-Soon Ong,
Manoranjan Dash:
Markov blanket-embedded genetic algorithm for gene selection.
Pattern Recognition 40(11): 3236-3248 (2007) |
| 25 | EE | Surong Wang,
Manoranjan Dash,
Liang-Tien Chia,
Min Xu:
Efficient sampling of training set in large and noisy multimedia data.
TOMCCAP 3(3): (2007) |
| 2006 |
| 24 | EE | Willie Ng,
Manoranjan Dash:
An Evaluation of Progressive Sampling for Imbalanced Data Sets.
ICDM Workshops 2006: 657-661 |
| 23 | EE | Manoranjan Dash,
Willie Ng:
Efficient Reservoir Sampling for Transactional Data Streams.
ICDM Workshops 2006: 662-666 |
| 22 | EE | Surong Wang,
Manoranjan Dash,
Liang-Tien Chia,
Min Xu:
Efficient data reduction in multimedia data.
Appl. Intell. 25(3): 359-374 (2006) |
| 2005 |
| 21 | EE | Surong Wang,
Min Xu,
Liang-Tien Chia,
Manoranjan Dash:
EASIER Sampling for Audio Event Identification.
ICME 2005: 1214-1217 |
| 20 | EE | Manoranjan Dash,
Deepak Kolippakkam:
Automatic View Selection: An Application to Image Mining.
PAKDD 2005: 107-113 |
| 19 | EE | Surong Wang,
Manoranjan Dash,
Liang-Tien Chia:
Efficient Sampling: Application to Image Data.
PAKDD 2005: 452-463 |
| 2004 |
| 18 | EE | Manoranjan Dash,
Simona Petrutiu,
Peter Scheuermann:
Efficient Parallel Hierarchical Clustering.
Euro-Par 2004: 363-371 |
| 2003 |
| 17 | EE | Hervé Brönnimann,
Bin Chen,
Manoranjan Dash,
Peter J. Haas,
Peter Scheuermann:
Efficient data reduction with EASE.
KDD 2003: 59-68 |
| 16 | EE | Huan Liu,
Lei Yu,
Manoranjan Dash,
Hiroshi Motoda:
Active Feature Selection Using Classes.
PAKDD 2003: 474-485 |
| 15 | EE | Manoranjan Dash,
Huan Liu:
Consistency-based search in feature selection.
Artif. Intell. 151(1-2): 155-176 (2003) |
| 14 | | Manoranjan Dash,
Huan Liu,
Peter Scheuermann,
Kian-Lee Tan:
Fast hierarchical clustering and its validation.
Data Knowl. Eng. 44(1): 109-138 (2003) |
| 2002 |
| 13 | EE | Manoranjan Dash,
Kiseok Choi,
Peter Scheuermann,
Huan Liu:
Feature Selection for Clustering - A Filter Solution.
ICDM 2002: 115-122 |
| 12 | | Huan Liu,
Farhad Hussain,
Chew Lim Tan,
Manoranjan Dash:
Discretization: An Enabling Technique.
Data Min. Knowl. Discov. 6(4): 393-423 (2002) |
| 2001 |
| 11 | | Manoranjan Dash,
Huan Liu,
X. Xu:
'1 + 1 > 2': Merging Distance and Density Based Clustering.
DASFAA 2001: 32-39 |
| 10 | EE | Manoranjan Dash,
Kian-Lee Tan,
Huan Liu:
Efficient Yet Accurate Clustering.
ICDM 2001: 99-106 |
| 9 | EE | Manoranjan Dash,
Huan Liu:
Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions.
PAKDD 2001: 495-506 |
| 2000 |
| 8 | | Manoranjan Dash,
Huan Liu:
Feature Selection for Clustering.
PAKDD 2000: 110-121 |
| 7 | | Manoranjan Dash,
Huan Liu,
Hiroshi Motoda:
Consistency Based Feature Selection.
PAKDD 2000: 98-109 |
| 1999 |
| 6 | EE | Manoranjan Dash,
Huan Liu:
Handling Large Unsupervised Data via Dimensionality Reduction.
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999 |
| 5 | EE | Manoranjan Dash,
Huan Liu,
Hiroshi Motoda:
Feature Selection Using Consistency Measure.
Discovery Science 1999: 319-320 |
| 1998 |
| 4 | | Huan Liu,
Hiroshi Motoda,
Manoranjan Dash:
A Monotonic Measure for Optimal Feature Selection.
ECML 1998: 101-106 |
| 3 | | Manoranjan Dash,
Huan Liu:
Hybrid Search of Feature Subsets.
PRICAI 1998: 238-249 |
| 1997 |
| 2 | EE | Manoranjan Dash,
Hua Liu,
J. Yao:
Dimensionality Reduction of Unsupervised Data.
ICTAI 1997: 532-539 |
| 1 | EE | Manoranjan Dash,
Huan Liu:
Feature Selection for Classification.
Intell. Data Anal. 1(1-4): 131-156 (1997) |