Publications

This section contains publications published by ISI over the past several decades.

2014

A systematic approach to occupancy modeling in ambient sensor-rich buildings

Zheng Yang, Nan Li, Burcin Becerik-Gerber, Michael Orosz
Simulation 90 (8), 960-977,  2014

BLEMS (award# DE-EE0004019) Final Report

Michael Orosz
Univ. of Southern California, Los Angeles, CA (United States),  2014

User-led decentralized thermal comfort driven HVAC operations for improved efficiency in office buildings

Farrokh Jazizadeh, Ali Ghahramani, Burcin Becerik-Gerber, Tatiana Kichkaylo, Michael Orosz
Energy and buildings 70, 398-410,  2014

Human-building interaction framework for personalized thermal comfort-driven systems in office buildings

Farrokh Jazizadeh, Ali Ghahramani, Burcin Becerik-Gerber, Tatiana Kichkaylo, Michael Orosz
Journal of Computing in Civil Engineering 28 (1), 2-16,  2014

Image analysis using coefficient distributions with selective basis feature representation

SN Vitaladevuni, P Natarajan, R Prasad, P Natarajan
US Patent 8,861,872,  2014

Fast blockwise SURE shrinkage for image denoising

Yue Wu, Brian H Tracey, Premkumar Natarajan, Joseph P Noonan
Signal Processing 103, 45-59,  2014

Applications of recurrent neural network language model in offline handwriting recognition and word spotting

Nan Li, Jinying Chen, Huaigu Cao, Bing Zhang, Prem Natarajan
2014 14th International Conference on Frontiers in Handwriting Recognition …,  2014

Confusion network based recurrent neural network language modeling for chinese ocr error detection

Jinying Chen, Yue Wu, Huaigu Cao, Prem Natarajan
2014 22nd International Conference on Pattern Recognition, 1266-1271,  2014

Text classification via iVector based feature representation

Shengxin Zha, Xujun Peng, Huaigu Cao, Xiandan Zhuang, Pradeep Natarajan, Prem Natarajan
2014 11th IAPR International Workshop on Document Analysis Systems, 151-155,  2014

A Markov chain based line segmentation framework for handwritten character recognition

Yue Wu, Shengxin Zha, Huaigu Cao, Daben Liu, Premkumar Natarajan
Document Recognition and Retrieval XXI 9021, 99-110,  2014

Segmental rescoring in text recognition

P Natarajan, R Prasad, R Schwartz, K Subramanian
US Patent 8,644,611,  2014

Integration and automation of data preparation and data mining

Shrikanth Narayanan, Ayush Jaiswal, Yao-Yi Chiang, Yanhui Geng, Craig A Knoblock, Pedro Szekely
2014 IEEE International Conference on Data Mining Workshop, 1076-1085,  2014

Sparse representation of electrodermal activity with knowledge-driven dictionaries

Theodora Chaspari, Andreas Tsiartas, Leah I Stein, Sharon A Cermak, Shrikanth S Narayanan
IEEE Transactions on Biomedical Engineering 62 (3), 960-971,  2014

Multimodal prediction of affective dimensions and depression in human-computer interactions

Rahul Gupta, Nikolaos Malandrakis, Bo Xiao, Tanaya Guha, Maarten Van Segbroeck, Matthew Black, Alexandros Potamianos, Shrikanth Narayanan
Proceedings of the 4th international workshop on audio/visual emotion …,  2014

Gesture dynamics modeling for attitude analysis using graph based transform

Zhaojun Yang, Antonio Ortega, Shrikanth Narayanan
2014 IEEE International Conference on Image Processing (ICIP), 1515-1519,  2014

Graph-based approach for motion capture data representation and analysis

Jiun-Yu Kao, Antonio Ortega, Shrikanth S Narayanan
2014 IEEE International Conference on Image Processing (ICIP), 2061-2065,  2014

Affective Feature Design and Predicting Continuous Affective Dimensions from Music.

Naveen Kumar, Rahul Gupta, Tanaya Guha, Colin Vaz, Maarten Van Segbroeck, Jangwon Kim, Shrikanth S Narayanan
MediaEval,  2014

Experimental evaluation of the constant tongue volume hypothesis

Zisis Iason Skordilis, Vikram Ramanarayanan, Louis Goldstein, Shrikanth S Narayanan
The Journal of the Acoustical Society of America 136 (4_Supplement), 2143-2143,  2014