Vipin Kumar

ORCID

Publication Activity (10 Years)

Years Active: 1979-2023
Publications (10 Years): 27

Top Venues

Publications

Vipin Kumar, Vivek Kumar, Nipur Singh, Raj Kumar
Enhancing Intrusion Detection System Performance to Detect Attacks on Edge of Things. SN Comput. Sci. 4 (6) (2023)
Vipin Kumar, Rakesh Giri Goswami, Diptanshu Pandya, M. S. R. Prasad, Sachin Kumar, Abhishek Jain
Role of Ontology-Informed Machine Learning in Computer Vision. IC3I (2023)
Somya Sharma Chatterjee, Kelly Lindsay, Neel Chatterjee, Rohan Patil, Ilkay Altintas De Callafon, Michael Steinbach, Daniel Giron, Mai H. Nguyen, Vipin Kumar
Prescribed Fire Modeling using Knowledge-Guided Machine Learning for Land Management. CoRR (2023)
Nishu Chauhan, Saksham Gupta, Shiva Sharma, Vipin Kumar, Kamal Kumar Gola
A Comparative Study on Incremental Change in Population of Two Cities by Applying the Concept of Extrapolation Through MATLAB. IC3I (2023)
Rakesh Giri Goswami, Vipin Kumar, Dipanshu Pandya, M. S. R. Prasad, Abhishek Jain, Amit Saini
Analysing the Functions of Smart Security Using the Internet of Things. IC3I (2023)
Xindong Wu, Xingquan Zhu, Elena Baralis, Ruqian Lu, Vipin Kumar, Leszek Rutkowski, Jie Tang
On Computing Paradigms - Where Will Large Language Models Be Going. ICDM (2023)
Hari Om Sharn, Dev Bukhsh Singh, Pramod Kumar Yadav, Budhayash Gautam, Vipin Kumar, Satendra Singh
Genome annotation and comparative functional analysis of genomic islands in Bordetella pertussis Tohama I, Bordetella parapertussis 12822, and Bordetella bronchiseptica RB50 genomes. Netw. Model. Anal. Health Informatics Bioinform. 12 (1) (2023)
Lily Xu, Esther Rolf, Sara Beery, Joseph R. Bennett, Tanya Y. Berger-Wolf, Tanya Birch, Elizabeth Bondi-Kelly, Justin Brashares, Melissa S. Chapman, Anthony Corso, Andrew Davies, Nikhil Garg, Angela Gaylard, Robert Heilmayr, Hannah Kerner, Konstantin Klemmer, Vipin Kumar, Lester Mackey, Claire Monteleoni, Paul Moorcroft, Jonathan Palmer, Andrew Perrault, David Thau, Milind Tambe
Reflections from the Workshop on AI-Assisted Decision Making for Conservation. CoRR (2023)
Chhavi Gupta, Vipin Kumar, Kamal Kumar Gola
Implementation Analysis for the Applications of Warehouse Model Under Linear Integer Problems. ISDA (2) (2022)
Rajneesh Kumar Mishra, Vipin Kumar, Le Gia Trung, Gyu Jin Choi, Jeong Won Ryu, Sagar M. Mane, Jae Cheol Shin, Pushpendra Kumar, Seung Hee Lee, Jin Seog Gwag
WS2 Nanorod as a Remarkable Acetone Sensor for Monitoring Work/Public Places. Sensors 22 (22) (2022)
Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia, Ankush Khandelwal, David J. Mulla, Vipin Kumar
CalCROP21: A Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels. IEEE BigData (2021)
Vipin Kumar, Basant Subba
A TfidfVectorizer and SVM based sentiment analysis framework for text data corpus. NCC (2020)
Vinod Kumar Singh, Vipin Kumar, Annangarachari Krishnamachari
genome using DNA segment properties: Multi-view ensemble learning (MEL) approach. Biosyst. 163 (2018)
Vipin Kumar, Shubham Swapnil, V. R. Singh
Adaptive Algorithm for Solving the Load Flow Problem in Distribution System. J. Intell. Syst. 27 (3) (2018)
Chengzhang Zhu, Longbing Cao, Qiang Liu, Jianping Yin, Vipin Kumar
Heterogeneous Metric Learning of Categorical Data with Hierarchical Couplings. IEEE Trans. Knowl. Data Eng. 30 (7) (2018)
Vipin Kumar, Sapna Arora Narula
Social Networking Analysis of Renewable Energy Research in India. J. Sci. Res. 6 (2) (2017)
Xi C. Chen, Yuanshun Yao, Sichao Shi, Snigdhansu Chatterjee, Vipin Kumar, James H. Faghmous
A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise. SDM (2016)
Ulrich Rüde, Karen Willcox, Lois Curfman McInnes, Hans De Sterck, George Biros, Hans-Joachim Bungartz, James Corones, Evin Cramer, James Crowley, Omar Ghattas, Max D. Gunzburger, Michael Hanke, Robert J. Harrison, Michael A. Heroux, Jan S. Hesthaven, Peter K. Jimack, Chris Johnson, Kirk E. Jordan, David E. Keyes, Rolf H. Krause, Vipin Kumar, Stefan Mayer, Juan Meza, Knut Martin Mørken, J. Tinsley Oden, Linda R. Petzold, Padma Raghavan, Suzanne M. Shontz, Anne E. Trefethen, Peter R. Turner, Vladimir V. Voevodin, Barbara I. Wohlmuth, Carol S. Woodward
Research and Education in Computational Science and Engineering. CoRR (2016)
Gowtham Atluri, Angus W. MacDonald III, Kelvin O. Lim, Vipin Kumar
The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works. Computer 49 (10) (2016)
Vipin Kumar
Big Data in Climate: Opportunities and Challenges for Machine Learning. SIGIR (2016)
Soumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar
Understanding Dominant Factors for Precipitation over the Great Lakes Region. AAAI (2016)
Xi C. Chen, Vipin Kumar, James H. Faghmous
Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping. ICDM Workshops (2015)
Kai Zhang, Qiaojun Wang, Zhengzhang Chen, Ivan Marsic, Vipin Kumar, Guofei Jiang, Jie Zhang
From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding. SDM (2015)
Karthik Subbian, Charu C. Aggarwal, Jaideep Srivastava, Vipin Kumar
Rare Class Detection in Networks. SDM (2015)
Longbing Cao, Philip S. Yu, Vipin Kumar
Nonoccurring Behavior Analytics: A New Area. IEEE Intell. Syst. 30 (6) (2015)
Xi C. Chen, James H. Faghmous, Ankush Khandelwal, Vipin Kumar
Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data. IJCAI (2015)
Nicholas Johnson, Huanan Zhang, Gang Fang, Vipin Kumar, Rui Kuang
SubPatCNV: approximate subspace pattern mining for mapping copy-number variations. BMC Bioinform. 16 (2015)
James H. Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar
Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field. AAAI (2014)
James H. Faghmous, Vipin Kumar
A Big Data Guide to Understanding Climate Change: The Case for Theory-Guided Data Science. Big Data 2 (3) (2014)
Karthik Kambatla, Giorgios Kollias, Vipin Kumar, Ananth Grama
Trends in big data analytics. J. Parallel Distributed Comput. 74 (7) (2014)
Satish Mohanty, Karunesh Kumar Gupta, Kota Solomon Raju, Vikrant Mishra, Vipin Kumar, P. Bhanu Prasad
Characterization of wireless accelerometer sensor and its industrial applications. NCC (2014)
Xi C. Chen, Abdullah Mueen, Vijay K. Narayanan, Nikos Karampatziakis, Gagan Bansal, Vipin Kumar
Online Discovery of Group Level Events in Time Series. SDM (2014)
Richard Alun Williams, Richard B. Greaves, Mark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar
In silico investigation into dendritic cell regulation of CD8Treg mediated killing of Th1 cells in murine experimental autoimmune encephalomyelitis. BMC Bioinform. 14 (S-6) (2013)
Richard B. Greaves, Mark Read, Jon Timmis, Paul S. Andrews, James A. Butler, Björn-Ole Gerckens, Vipin Kumar
In silico investigation of novel biological pathways: The role of CD200 in regulation of T cell priming in experimental autoimmune encephalomyelitis. Biosyst. 112 (2) (2013)
Himadri Chauhan, Vipin Kumar, Sumit Pundir, Emmanuel S. Pilli
Comparative Analysis and Research Issues in Classification Techniques for Intrusion Detection. ICACNI (2013)
Vikas Sharma, Harish Dureja, Vipin Kumar
Computation of models for prediction of blood brain barrier permeability using molecular descriptors. J. Comput. Methods Sci. Eng. 13 (3-4) (2013)
James H. Faghmous, Matthew Le, Muhammed Uluyol, Vipin Kumar, Snigdhansu Chatterjee
A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics. ICDM (2013)
Vipin Kumar, Chirag Chetan, Aparajita Ojha
On a Visual Secret Sharing Scheme with High Quality Decryption. TrustCom (2012)
Richard B. Greaves, Mark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar
Extending an Established Simulation: Exploration of the Possible Effects Using a Case Study in Experimental Autoimmune Encephalomyelitis. IPCAT (2012)
Gaurav Pandey, Sahil Manocha, Gowtham Atluri, Vipin Kumar
Enhancing the functional content of protein interaction networks CoRR (2012)
Varun Chandola, Arindam Banerjee, Vipin Kumar
Anomaly Detection for Discrete Sequences: A Survey. IEEE Trans. Knowl. Data Eng. 24 (5) (2012)
György J. Simon, Vipin Kumar, Peter W. Li
A simple statistical model and association rule filtering for classification. KDD (2011)
Richard Alun Williams, Mark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar
In Silico Investigation into CD8Treg Mediated Recovery in Murine Experimental Autoimmune Encephalomyelitis. ICARIS (2011)
Rohit Gupta, Navneet Rao, Vipin Kumar
Discovery of error-tolerant biclusters from noisy gene expression data. BMC Bioinform. 12 (S-12) (2011)
Per Stenström, Doug Burger, Wen-mei W. Hwu, Vipin Kumar, Kunle Olukotun, David A. Padua, Burton Smith
Panel Statement. IPDPS (2011)
Gaurav Pandey, Bin Zhang, Aaron N. Chang, Chad L. Myers, Jun Zhu, Vipin Kumar, Eric E. Schadt
An Integrative Multi-Network and Multi-Classifier Approach to Predict Genetic Interactions. PLoS Comput. Biol. 6 (9) (2010)
Rohit Gupta, Smita Agrawal, Navneet Rao, Ze Tian, Rui Kuang, Vipin Kumar
Integrative Biomarker Discovery for Breast Cancer Metastasis from Gene Expression and Protein Interaction Data Using Error-tolerant Pattern Mining. BICoB (2010)
Vipin Kumar
Personalized medicine - challenges and opportunities for informatics research. BCB (2010)
Mark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar
Using UML to Model EAE and Its Regulatory Network. ICARIS (2009)
Varun Chandola, Arindam Banerjee, Vipin Kumar
Anomaly detection: A survey. ACM Comput. Surv. 41 (3) (2009)
Gaurav Pandey, Chad L. Myers, Vipin Kumar
Incorporating functional inter-relationships into protein function prediction algorithms. BMC Bioinform. 10 (2009)
Mehta Rama, Vipin Kumar
Hybrid Subtractive Clustering Technique for Estimation of Ground Water Table. IICAI (2009)
Arnold Goodman, Chandrika Kamath, Vipin Kumar
Data Analysis in the 21st Century. Stat. Anal. Data Min. 1 (1) (2008)
TaeHyun Hwang, Hugues Sicotte, Ze Tian, Baolin Wu, Jean-Pierre A. Kocher, Dennis A. Wigle, Vipin Kumar, Rui Kuang
Robust and efficient identification of biomarkers by classifying features on graphs. Bioinform. 24 (18) (2008)
György J. Simon, Vipin Kumar, Zhi-Li Zhang
Semi-supervised approach to rapid and reliable labeling of large data sets. KDD (2008)
Vipin Kumar
Summary Report of SDM 2008 Panel: Perspectives on Research Directions and Trends for the Data Mining Research Community. Stat. Anal. Data Min. 1 (3) (2008)
György J. Simon, Vipin Kumar, Zhi-Li Zhang
Estimating False Negatives for Classification Problems with Cluster Structure. SDM (2007)
Vipin Kumar
High Performance Data Mining - Application for Discovery of Patterns in the Global Climate System. HiPC (2007)
Varun Chandola, Vipin Kumar
Summarization - compressing data into an informative representation. Knowl. Inf. Syst. 12 (3) (2007)
Mark Shaneck, Yongdae Kim, Vipin Kumar
Privacy Preserving Nearest Neighbor Search. ICDM Workshops (2006)
Hui Xiong, Pang-Ning Tan, Vipin Kumar
Hyperclique pattern discovery. Data Min. Knowl. Discov. 13 (2) (2006)
Prasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar
Divide and conquer approach for efficient pagerank computation. ICWE (2006)
Aleksandar Lazarevic, Vipin Kumar
Feature bagging for outlier detection. KDD (2005)
Prasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar
Incremental page rank computation on evolving graphs. WWW (Special interest tracks and posters) (2005)
Vipin Kumar
Parallel and Distributed Computing for Cybersecurity. IEEE Distributed Syst. Online 6 (10) (2005)
Hui Xiong, Xiaofeng He, Chris H. Q. Ding, Ya Zhang, Vipin Kumar, Stephen R. Holbrook
Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery. Pacific Symposium on Biocomputing (2005)
Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar
IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. IEEE Trans. Knowl. Data Eng. 17 (9) (2005)
Varun Chandola, Vipin Kumar
Summarization - Compressing Data into an Informative Representation. ICDM (2005)
Benjamin W. Mayer, Huzefa Rangwala, Rohit Gupta, Jaideep Srivastava, George Karypis, Vipin Kumar, Piet C. de Groen
Feature Mining for Prediction of Degree of Liver Fibrosis. AMIA (2005)
Mahesh V. Joshi, Vipin Kumar
CREDOS: Classification Using Ripple Down Structure (A Case for Rare Classes). SDM (2004)
Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar
IDR/QR: an incremental dimension reduction algorithm via QR decomposition. KDD (2004)
Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava
Selecting the right objective measure for association analysis. Inf. Syst. 29 (4) (2004)
Jinmei Xu, Hui Xiong, Sam Yuan Sung, Vipin Kumar
A New Clustering Algorithm for Transaction Data via Caucus. PAKDD (2003)
Hui Xiong, Pang-Ning Tan, Vipin Kumar
Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. ICDM (2003)
Aleksandar Lazarevic, Ramdev Kanapady, Kumar K. Tamma, Chandrika Kamath, Vipin Kumar
Damage prediction in structural mechanics using partitioning approach. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2003)
Daniel J. Challou, Maria L. Gini, Vipin Kumar, George Karypis
Predicting the Performance of Randomized Parallel Search: An Application to Robot Motion Planning. J. Intell. Robotic Syst. 38 (1) (2003)
Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma
Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. ICDM (2003)
Jiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon
Emerging scientific applications in data mining. Commun. ACM 45 (8) (2002)
Pang-Ning Tan, Vipin Kumar
Discovery of Web Robot Sessions Based on their Navigational Patterns. Data Min. Knowl. Discov. 6 (1) (2002)
Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar
Predicting rare classes: can boosting make any weak learner strong? KDD (2002)
Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava
Selecting the right interestingness measure for association patterns. KDD (2002)
Kirk Schloegel, George Karypis, Vipin Kumar
Parallel static and dynamic multi-constraint graph partitioning. Concurr. Comput. Pract. Exp. 14 (3) (2002)
Vipin Kumar, Franz-Josef Pfreundt, Hans Burkhard, José M. Laginha M. Palma
Applications on High Performance Computers. Euro-Par (2002)
B. Uygar Oztekin, George Karypis, Vipin Kumar
Expert agreement and content based reranking in a meta search environment using Mearf. WWW (2002)
Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar
Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting. PKDD (2002)
Ananth Grama, Vipin Kumar, Sanjay Ranka, Vineet Singh
Architecture Independent Analysis of Parallel Programs. International Conference on Computational Science (2) (2001)
Kirk Schloegel, George Karypis, Vipin Kumar
Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific Simulations. CLUSTER (2001)
Eui-Hong Han, George Karypis, Vipin Kumar
Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification. PAKDD (2001)
Mahesh V. Joshi, Vipin Kumar, Ramesh C. Agarwal
Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements. ICDM (2001)
Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar
Mining Needle in a Haystack: Classifying Rare Classes via Two-phase Rule Induction. SIGMOD Conference (2001)
Pang-Ning Tan, Vipin Kumar
Mining Indirect Associations in Web Data. WEBKDD (2001)
Vipin Kumar, Sanjay Ranka, Vineet Singh
Guest Editors' Introduction: Special Issue on High-Performance Data Mining. J. Parallel Distributed Comput. 61 (3) (2001)
Kirk Schloegel, George Karypis, Vipin Kumar
Wavefront Diffusion and LMSR: Algorithms for Dynamic Repartitioning of Adaptive Meshes. IEEE Trans. Parallel Distributed Syst. 12 (5) (2001)
Vipin Kumar, Kirk Schloegel, George Karypis
Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations. IPDPS Workshops (2000)
William Leinberger, George Karypis, Vipin Kumar
Load Balancing Across Near-Homogeneous Multi-Resource Servers. Heterogeneous Computing Workshop (2000)
Eui-Hong Han, George Karypis, Vipin Kumar
Scalable Parallel Data Mining for Association Rules. IEEE Trans. Knowl. Data Eng. 12 (3) (2000)
Hillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic
Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. SIGKDD Explor. 2 (2) (2000)
Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic
Distributed and parallel knowledge discovery (workshop session - title only). KDD (2000)
Vipin Kumar, Mohammed J. Zaki
High performance data mining (tutorial PM-3). KDD Tutorial Notes (2000)
William Leinberger, George Karypis, Vipin Kumar
Memory Management Techniques for Gang Scheduling. Euro-Par (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vipin Kumar