University of Southern California Center for Interactive Smart Oilfield Technologies The USC Andrew and Erna Viterbi School of Engineering

Rapid Data Integration and Analysis for Upstream Oil and Gas Applications

 Greg Harris1, Om Patri1, Ajitesh Srivastava1, Yinuo Zhang1, Anand Panangadan1, Charalampos Chelmis1, Randall McKee2, Mo Theron2, Viktor K. Prasanna1

1. University of Southern California 2. Chevron U.S.A. Inc.

SPE Annual Technical Conference and Exhibition,  28-30 September 2015, Houston, Texas, USA

 

UFOM: Unified Fuzzy Ontology Matching

Yinuo Zhang, Anand Panangadan, Viktor Prasanna

 EAI Endorsed Transactions on Collaborative Computing

 

Failure Prediction for Electrical Submersible Pump Systems

Dong Guo, Cauligi S. Raghavendra, Ke-Thia Yao, Mark Harding, Amir Anvar, Anil Patel

SPE Western Regional Meeting, April 27-20, 2015, Anaheim California

 

Automatic 3D Industrial Point Cloud Classification and Modeling

Guan Pang, Rongqi Qiu, Jing Huang, Suya You and Ulrich Neumann

SPE-174069-MS

SPE Western Regional Meeting, April 27-20, 2015, Anaheim California

 

Autoencoder-derived Features as Inputs to Classification Algorithms for Predicting Well Failures

Jeremy Liu, ISI USC, Ayush Jaiswal, USC, Ke-Thia Yao, ISI USC, Cauligi S. Raghavendra, USC

SPE-174015-MS

SPE Western Regional Meeting, April 27-20, 2015, Anaheim California

 

Prediction of Remaining Life in Pipes using Machine Learning from Thickness Measurements

Mona Sharifi, Ke-Thia Yao, S. Raghavendra, Iraj Ershaghi, University of Southern California and Robert House and Jacques Blouin, Chevron U.S.A. Inc.

SPE-173995-MS

SPE Western Regional Meeting, April 27-20, 2015, Anaheim California

 

Fuzzy Decision Support Based on Exact Rule Matching for Liquid Lift Optimization

M.R. Rajati, J.M. Mendel, University of Southern California; A.S. Popa, Chevron Corporation

SPE-15WRM-P-278-SPE-MS

SPE Western Regional Meeting, April 27-20, 2015, Anaheim California

 

Predicting Compressor Valve Failures from Multi-Sensor Data

Om Prasad Patri, University of Southern California; Nabor Reyna, Chevron Information Technology Company; Anand Panangadan, Viktor Prasanna, University of Southern California

SPE-174044-MS

SPE Western Regional Meeting, April 27-20, 2015, Anaheim California

 

 

 

Semantic Web Technologies for External Corrosion Detection in Smart Oil fields

 M. Saeed, C. Chelmis, V. Prasanna, University of Southern California; B. Thigpen, R. House, J. Blouin, Chevron U.S.A. Inc.

SPE-174042-MS

SPE Western Regional Meeting, April 27-20, 2015, Anaheim California

 

Learning of Performance Measures from Crowd-sourced Data with Application to Ranking of Investments

Greg Harris, Anand Panangadan, and Viktor K. Prasanna

The 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2015), May 19-22, Ho Chi Minh City, Viet Nam

 

The Unified Model of Social Influence and its Application in Influence Maximization

Ajitesh Srivastava, Charalampos Chelmis, Viktor K. Prasanna, Department of Computer Science, University of Southern California

SNAM 2015: Social Network Analysis and Mining, November 2015 Journal

 

Event Extraction from Unstructured Text Data

Chao Shang, Anand Panangadan, and Viktor K. Prasanna

26th International Conference on Database and Expert Systems Applications - DEXA 2015, September 1 – 4, 2015, Valencia, Spain

 

Social Influence Computation and Maximization in Signed Networks with Competing Cascades

Ajitesh Srivastava, Charalampos Chelmis, Viktor K. Prasanna

2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, August 25-28, 2015, Paris, France

 

Linguistic Goal Oriented Decision Making

Mohammad Reza Rajati, Student Member, IEEE, and Jerry M Mendel, Life Fellow, IEEE

IEEE Journal

 

Fast and Robust Multi-View 3D Object Recognition from Point Clouds

Guan Pang, Rongqi Qiu, Jing Huang, Suya You, Ulrich Neumann

University of Southern California

International Conference on 3D Vision (3DV), October 19th – 22th, 2015

 

Multivariate Time Series Classification Using Inter-leaved Shapelets

Om Prasad Patri, Anand V. Panangadan, Rajgopal Kannan, Viktor K. Prasanna

NIPS Time Series Workshop, Dec 11, 2015