Manoranjan Dash

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 14

Top Topics

Convolutional Network

Top Venues

iThings/GreenCom/CPSCom/SmartData

Publications

Daniel Rugeles, Zhen Hai, Juan Felipe Carmona, Manoranjan Dash, Gao Cong
Improving the Inference of Topic Models via Infinite Latent State Replications. CoRR (2023)
Ashok Mahapatra, Srikanta Patnaik, Manoranjan Dash, Ananya Mahapatra
Development of an innovative framework for missing data in retail data science. Int. J. Appl. Decis. Sci. 15 (4) (2022)
Daniel Rugeles, Zhen Hai, Manoranjan Dash, Gao Cong
Deterministic Inference of Topic Models via Maximal Latent State Replication. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Ashok Mahapatra, Srikanta Patnaik, Manoranjan Dash, Ananya Mahapatra
Solving on-shelf availability by a creative inference of data science imputation models. Int. J. Grid Util. Comput. 13 (4) (2022)
Saumi Roy, Archana Ravindra Salve, Jaymin Arvind Shah, Sanjeev Kadam, Iskandar Muda, Manoranjan Dash
Artificial Intelligence Based Rural E-Commerce Boosting Using Big Data. IC3I (2022)
Jianxi Yang, Manoranjan Dash, Sin G. Teo
PPTPF: Privacy-Preserving Trajectory Publication Framework for CDR Mobile Trajectories. ISPRS Int. J. Geo Inf. 10 (4) (2021)
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Vimal K. Shrivastava, Rajendra S. Sonawane
Swarm intelligence based clustering technique for automated lesion detection and diagnosis of psoriasis. Comput. Biol. Chem. 86 (2020)
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Ritesh Raj, Rajendra S. Sonawane
A cascaded deep convolution neural network based CADx system for psoriasis lesion segmentation and severity assessment. Appl. Soft Comput. 91 (2020)
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Ashish Semwal, Rajendra S. Sonawane
PsLSNet: Automated psoriasis skin lesion segmentation using modified U-Net-based fully convolutional network. Biomed. Signal Process. Control. 52 (2019)
Daniel Rugeles, Zhen Hai, Gao Cong, Manoranjan Dash
Heron Inference for Bayesian Graphical Models. CoRR (2018)
Daniel Rugeles, Kaiqi Zhao, Gao Cong, Manoranjan Dash, Shonali Krishnaswamy
Biclustering: An application of Dual Topic Models. SDM (2017)
Manoranjan Dash, Sin G. Teo
Privacy and Utility Preservation for Location Data Using Stay Region Analysis. ADMA (2017)
Miao Lin, Manoranjan Dash, Watt Pei Yi, Yunye Jin
Smartphone-Based Place Profiling in a Privacy-Preserving Manner. iThings/GreenCom/CPSCom/SmartData (2016)
Manoranjan Dash, Kee Kiat Koo, Shonali Krishnaswamy, Yunye Jin, Amy Shi Nash
Visualize People's Mobility - Both individually and Collectively - Using Mobile Phone Cellular Data. MDM (2016)
Manoranjan Dash, Kee Kiat Koo, João Bártolo Gomes, Shonali Priyadarsini Krishnaswamy, Daniel Rugeles, Amy Shi Nash
Next place prediction by understanding mobility patterns. PerCom Workshops (2015)
Manoranjan Dash, Kee Kiat Koo, Thomas Holleczek, Ghim-Eng Yap, Shonali Priyadarsini Krishnaswamy, Amy Shi Nash
From Mobile Phone Data to Transport Network - Gaining Insight about Human Mobility. MDM (1) (2015)
Manoranjan Dash, Kee Kiat Koo, James Decraene, Ghim-Eng Yap, Wei Wu, João Bártolo Gomes, Amy Shi Nash, Xiaoli Li
CDR-To-MoVis: Developing a Mobility Visualization System from CDR data. ICDE (2015)
Manoranjan Dash, Hai-Long Nguyen, Hong Cao, Ghim-Eng Yap, Minh Nhut Nguyen, Xiaoli Li, Shonali Priyadarsini Krishnaswamy, James Decraene, Spiros Antonatos, Yue Wang, Dang The Anh, Amy Shi Nash
Home and Work Place Prediction for Urban Planning Using Mobile Network Data. MDM (2) (2014)
Shubhendu Kumar Sarangi, Rutuparna Panda, Manoranjan Dash
Design of 1-D and 2-D recursive filters using crossover bacterial foraging and Cuckoo search techniques. Eng. Appl. Artif. Intell. 34 (2014)
Manoranjan Dash, Gim Guan Chua, Hai-Long Nguyen, Ghim-Eng Yap, Hong Cao, Xiaoli Li, Shonali Priyadarsini Krishnaswamy, James Decraene, Amy Shi Nash
An Interactive Analytics Tool for Understanding Location Semantics and Mobility of Users Using Mobile Network Data. MDM (1) (2014)
Jaydeep De, Tengfei Ma, Huiqi Li, Manoranjan Dash, Cheng Li
Automated Tracing of Retinal Blood Vessels Using Graphical Models. SCIA (2013)
S. A. Arul Shalom, Manoranjan Dash
Efficient Hierarchical Agglomerative Clustering Algorithms on GPU Using Data Partitioning. PDCAT (2011)
Manoranjan Dash, Yew-Soon Ong
RELIEF-C: Efficient Feature Selection for Clustering over Noisy Data. ICTAI (2011)
S. A. Arul Shalom, Manoranjan Dash, Minh Tue Vo Thanh
Comparative Study of Efficient Parallel Computations for Clustering on Desktop Computers with GPU. IICAI (2011)
Willie Ng, Manoranjan Dash
Discovery of Frequent Patterns in Transactional Data Streams. Trans. Large Scale Data Knowl. Centered Syst. 2 (2010)
Manoranjan Dash, Willie Ng
Outlier detection in transactional data. Intell. Data Anal. 14 (3) (2010)
Shukai Li, Narendra S. Chaudhari, Manoranjan Dash
Selecting useful features for personal credit risk analysis. Int. J. Bus. Inf. Syst. 6 (4) (2010)
S. A. Arul Shalom, Manoranjan Dash, Minh Tue
An Approach for Fast Hierarchical Agglomerative Clustering Using Graphics Processors with CUDA. PAKDD (2) (2010)
Willie Ng, Manoranjan Dash
A comparison between approximate counting and sampling methods for frequent pattern mining on data streams. Intell. Data Anal. 14 (6) (2010)
Manoranjan Dash, Ayush Singhania
Mining in Large Noisy Domains. ACM J. Data Inf. Qual. 1 (2) (2009)
Willie Ng, Manoranjan Dash
Which Is Better for Frequent Pattern Mining: Approximate Counting or Sampling?. DaWaK (2009)
Manoranjan Dash, Vivekanand Gopalkrishnan
Distance Based Feature Selection for Clustering Microarray Data. DASFAA (2008)
Willie Ng, Manoranjan Dash
Efficient Approximate Mining of Frequent Patterns over Transactional Data Streams. DaWaK (2008)
S. A. Arul Shalom, Manoranjan Dash, Minh Tue
Graphics Hardware based Efficient and Scalable Fuzzy C-Means Clustering. AusDM (2008)
Willie Ng, Manoranjan Dash
A change detector for mining frequent patterns over evolving data streams. SMC (2008)
Willie Ng, Manoranjan Dash
A Test Paradigm for Detecting Changes in Transactional Data Streams. DASFAA (2008)
S. A. Arul Shalom, Manoranjan Dash, Minh Tue
Efficient K-Means Clustering Using Accelerated Graphics Processors. DaWaK (2008)
Manoranjan Dash, Oh Yin Hao
Efficient cross validation over skewed noisy data. SMC (2008)
Surong Wang, Manoranjan Dash, Liang-Tien Chia, Min Xu
Efficient sampling of training set in large and noisy multimedia data. ACM Trans. Multim. Comput. Commun. Appl. 3 (3) (2007)
Zexuan Zhu, Yew-Soon Ong, Manoranjan Dash
Wrapper-Filter Feature Selection Algorithm Using a Memetic Framework. IEEE Trans. Syst. Man Cybern. Part B 37 (1) (2007)
Manoranjan Dash, Vivekanand Gopalkrishnan
Two Way Focused Classification. DaWaK (2007)
Zexuan Zhu, Yew-Soon Ong, Manoranjan Dash
Markov blanket-embedded genetic algorithm for gene selection. Pattern Recognit. 40 (11) (2007)
Manoranjan Dash, Ong Cher Yee
extraRelief: Improving Relief by Efficient Selection of Instances. Australian Conference on Artificial Intelligence (2007)
Manoranjan Dash, Simona Petrutiu, Peter Scheuermann
pPOP: Fast yet accurate parallel hierarchical clustering using partitioning. Data Knowl. Eng. 61 (3) (2007)
Surong Wang, Manoranjan Dash, Liang-Tien Chia, Min Xu
Efficient data reduction in multimedia data. Appl. Intell. 25 (3) (2006)
Manoranjan Dash, Willie Ng
Efficient Reservoir Sampling for Transactional Data Streams. ICDM Workshops (2006)
Willie Ng, Manoranjan Dash
An Evaluation of Progressive Sampling for Imbalanced Data Sets. ICDM Workshops (2006)
Manoranjan Dash, Deepak Kolippakkam
Automatic View Selection: An Application to Image Mining. PAKDD (2005)
Surong Wang, Manoranjan Dash, Liang-Tien Chia
Efficient Sampling: Application to Image Data. PAKDD (2005)
Surong Wang, Min Xu, Liang-Tien Chia, Manoranjan Dash
EASIER Sampling for Audio Event Identification. ICME (2005)
Manoranjan Dash, Simona Petrutiu, Peter Scheuermann
Efficient Parallel Hierarchical Clustering. Euro-Par (2004)
Hervé Brönnimann, Bin Chen, Manoranjan Dash, Peter J. Haas, Peter Scheuermann
Efficient data reduction with EASE. KDD (2003)
Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda
Active Feature Selection Using Classes. PAKDD (2003)
Manoranjan Dash, Huan Liu
Consistency-based search in feature selection. Artif. Intell. 151 (1-2) (2003)
Manoranjan Dash, Huan Liu, Peter Scheuermann, Kian-Lee Tan
Fast hierarchical clustering and its validation. Data Knowl. Eng. 44 (1) (2003)
Huan Liu, Farhad Hussain, Chew Lim Tan, Manoranjan Dash
Discretization: An Enabling Technique. Data Min. Knowl. Discov. 6 (4) (2002)
Manoranjan Dash, Kiseok Choi, Peter Scheuermann, Huan Liu
Feature Selection for Clustering - A Filter Solution. ICDM (2002)
Manoranjan Dash, Kian-Lee Tan, Huan Liu
Efficient Yet Accurate Clustering. ICDM (2001)
Manoranjan Dash, Huan Liu, X. Xu
'1 + 1 > 2': Merging Distance and Density Based Clustering. DASFAA (2001)
Manoranjan Dash, Huan Liu
Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions. PAKDD (2001)
J. Yao, Manoranjan Dash, S. T. Tan, Hua Liu
Entropy-based fuzzy clustering and fuzzy modeling. Fuzzy Sets Syst. 113 (3) (2000)
Manoranjan Dash, Huan Liu
Feature Selection for Clustering. PAKDD (2000)
Manoranjan Dash, Huan Liu, Hiroshi Motoda
Consistency Based Feature Selection. PAKDD (2000)
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)
Manoranjan Dash, Huan Liu, Hiroshi Motoda
Feature Selection Using Consistency Measure. Discovery Science (1999)
Huan Liu, Hiroshi Motoda, Manoranjan Dash
A Monotonic Measure for Optimal Feature Selection. ECML (1998)
Manoranjan Dash, Huan Liu
Hybrid Search of Feature Subsets. PRICAI (1998)
Manoranjan Dash, Hua Liu, J. Yao
Dimensionality Reduction of Unsupervised Data. ICTAI (1997)
Manoranjan Dash, Huan Liu
Feature Selection for Classification. Intell. Data Anal. 1 (1-4) (1997)