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Redundancy based feature selection for microarray data

Yu, L. & Liu, H., Jan 1 2004, KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 737-742 6 p. (KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

150 Scopus citations

Recovering information recipients in social media via provenance

Feng, Z., Gundecha, P. & Liu, H., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 706-711 6 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Reconstruction-based unsupervised feature selection: An embedded approach

Li, J., Tang, J. & Liu, H., Jan 1 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2159-2165 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
21 Scopus citations

Recommendation with social dimensions

Tang, J., Wang, S., Hu, X., Yin, D., Bi, Y., Chang, Y. & Liu, H., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 251-257 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

43 Scopus citations

Recognizing short duration hand movements from accelerometer data

Krishnan, N. C., Pradhan, G. N. & Panchanathan, S., Nov 23 2009, Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009. p. 1700-1703 4 p. 5202848. (Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Recent trends and enabling technologies in RF and microwave applications

El-Ghazaly, S. M., Nair, V. & Goodnick, S., Jan 1 2001, Asia-Pacific Microwave Conference Proceedings, APMC. Institute of Electrical and Electronics Engineers Inc., p. 978-983 6 p. (Asia-Pacific Microwave Conference Proceedings, APMC; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Real-world behavior analysis through a social media lens

Abbasi, M. A., Chai, S. K., Liu, H. & Sagoo, K., Apr 3 2012, Social Computing, Behavioral-Cultural Modeling and Prediction, 5th International Conference, SBP 2012, Proceedings. p. 18-26 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7227 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

23 Scopus citations

Real-time stealth intervention for motor learning using player flow-state

Tadayon, R., Amresh, A., McDaniel, T. & Panchanathan, S., Jun 29 2018, 2018 IEEE 6th International Conference on Serious Games and Applications for Health, SeGAH 2018. Vilaca, J. L., Duque, D., Rodrigues, N., Dias, N. & Grechenig, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Real-Time Crisis Mapping Using Language Distribution

Sampson, J., Morstatter, F., Zafarani, R. & Liu, H., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc., p. 1648-1651 4 p. 7395879

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Reading a radiologist's mind: Monitoring rising and falling interest levels while scanning chest x-rays

Alzubaidi, M., Patel, A., Panchanathan, S. & Black, J. A., Dec 1 2010, Medical Imaging 2010: Image Perception, Observer Performance, and Technology Assessment. 76270F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7627).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Rapid protein characterization using bioreactive mass spectrometer probe tips

Nelson, R. W., Lewis, J. K. M., Dogruel, D., Krone, J. R. & Williams, P., Jan 1 1996, Proceedings of SPIE - The International Society for Optical Engineering. Cohn, G. E., Soper, S. A. & Chen, C. H. W. (eds.). p. 390-396 7 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2680).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Rapid apolipoprotein phenotyping using mass spectrometric immunoassay approaches

Niederkofler, E. E., Nedelkov, D., Tubbs, K. A., Kiernan, U. A., Williams, P. & Nelson, R. W., 2002, Proceedings 50th ASMS Conference on Mass Spectrometry and Allied Topics. p. 253-254 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rapid, multipoint molecular spectroscopic measurements of shear effects on endothelial cell membranes

Butler, P. J., Bowen, B. P. & Woodbury, N., 2002, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 1. p. 320 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ranking predictors of complications following a drug eluting stent procedure using support vector machines

Gouripeddi, R. K., Balasubramanian, V. N., Panchanathan, S., Harris, J., Bhaskaran, A. & Siegel, R. M., Dec 1 2009, Computers in Cardiology 2009, CinC 2009. p. 345-348 4 p. 5445398. (Computers in Cardiology; vol. 36).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Randomized feature engineering as a fast and accurate alternative to kernel methods

Wang, S., Aggarwal, C. & Liu, H., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 485-494 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Radar: Residual analysis for anomaly detection in attributed networks

Li, J., Dani, H., Hu, X. & Liu, H., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. International Joint Conferences on Artificial Intelligence, p. 2152-2158 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

22 Scopus citations

Query selection techniques for efficient crawling of structured Web sources

Wu, P., Wen, J. R., Liu, H. & Wei-Ying, M., Oct 17 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. 1 p. 1617415. (Proceedings - International Conference on Data Engineering; vol. 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

92 Scopus citations

Quasi 1D multi-physics modeling of silicon heterojunction solar cells

Muralidharan, P., Goodnick, S. & Vasileska, D., Nov 28 2018, SISPAD 2018 - 2018 International Conference on Simulation of Semiconductor Processes and Devices, Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-September. p. 14-17 4 p. 8551745

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantum corrected full-band Cellular Monte Carlo simulation of AlGaN/GaN HEMTs

Yamakawa, S., Goodnick, S., Aboud, S. & Saraniti, M., Jan 1 2004, 2004 10th International Workshop on Computational Electronics, IEEE IWCE-10 2004, Abstracts. Institute of Electrical and Electronics Engineers Inc., p. 53-54 2 p. (2004 10th International Workshop on Computational Electronics, IEEE IWCE-10 2004, Abstracts).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantifying utility and trustworthiness for advice shared on online social media

Moturu, S. T., Yang, J. & Liu, H., Dec 4 2009, Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 2009 IEEE International Conference on Social Computing, SocialCom 2009. p. 489-494 6 p. 5284233. (Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009; vol. 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Quantifying features using false nearest neighbors: An unsupervised approach

Filho, J. A. A., Carvalho, A. C. P. L. F., Mello, R. F., Alelyani, S. & Liu, H., Dec 1 2011, Proceedings - 2011 23rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2011. p. 994-997 4 p. 6103461. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

PyCP: An open-source Conformal Predictions toolkit

Balasubramanian, V. N., Baker, A., Yanez, M., Chakraborty, S. & Panchanathan, S., Jan 1 2013, Artificial Intelligence Applications and Innovations - 9th IFIPWG 12.5 International Conference, AIAI 2013, Proceedings. Springer New York LLC, p. 361-370 10 p. (IFIP Advances in Information and Communication Technology; vol. 412).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Protein identification and quantification for single cell analysis by coupling a microfluidic platform with MALDI-TOF

Yang, M., Chao, T. C., Nelson, R. & Ros, A., Jan 1 2013, 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013. Chemical and Biological Microsystems Society, p. 1039-1041 3 p. (17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Protein identification and quantification for single cell analysis by coupling a microfluidic platform with MALDI-TOF

Yang, M., Chao, T-C., Nelson, R. & Ros, A., 2013, 17th µTAS Proceedings.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Protecting privacy in incremental maintenance for distributed association rule mining

Wong, W. K., Cheung, D. W., Hung, E. & Liu, H., Jun 9 2008, Advances in Knowledge Discovery and Data Mining - 12th Pacific-Asia Conference, PAKDD 2008, Proceedings. p. 381-392 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5012 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Propagation-based sentiment analysis for microblogging data

Tang, J., Nobata, C., Dong, A., Chang, Y. & Liu, H., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 577-585 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Promoting coordination for disaster relief - From crowdsourcing to coordination

Gao, H., Wang, X., Barbier, G. & Liu, H., Mar 14 2011, Social Computing, Behavioral-Cultural Modeling and Prediction - 4th International Conference, SBP 2011, Proceedings. p. 197-204 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6589 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

40 Scopus citations

Processing body sensor data streams for continuous physiological monitoring

Pradhan, G. N., Chattopadhyay, R. & Panchanathan, S., May 21 2010, MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval. p. 479-485 7 p. (MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

PROBLEM OF INTERNAL REPRESENTATIONS IN NEURAL NETS: CONCEPTS, IMPLICATIONS, AND A PROPOSED METRIC.

Helms Tillery, S. & Combs, N., 1987, Unknown Host Publication Title. Caudill, M., Butler, C. T. & Adaptics, S. D. (eds.). San Diego, CA, USA: SOS Printing

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Probing DNA-Peptide Interaction Forces on the Single Molecule Level

Sewald, N., Wilking, S. D., Eckel, R., Ros, A. & Anselmetti, D., 2004, Journal of Peptide Science.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Principal pilot line manufacturing challenges and solutions in direct fabrication of a-Si:H TFT arrays on flexible substrates

O'Rourke, S. M., Loy, D. E., Moyer, C., Ageno, S. K., O'Brien, B. P., Bawolek, E. J., Bottesch, D., Marrs, M., Dailey, J., Cordova, R., Trujillo, J., Kaminski, J., Allee, D., Venugopal, S. & Raupp, G., Dec 1 2008, Large-Area Processing and Patterning for Active Optical and Electronic Devices. p. 73-81 9 p. (Materials Research Society Symposium Proceedings; vol. 1030).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Principal pilot line manufacturing challenges and solutions in direct fabrication of a-Si:H TFT arrays on flexible substrates

O'Rourke, S. M., Loy, D. E., Moyer, C., Ageno, S. K., O'Brien, B. P., Bottesch, D., Marrs, M., Dailey, J., Bawolek, E. J., Trujillo, J., Kaminski, J., Allee, D., Venugopal, S. M., Cordova, R., Colaneri, N. & Raupp, G., Dec 1 2007, Society for Information Display - 10th Asian Symposium on Information Display 2007, ASID'07. p. 424-428 5 p. (Society for Information Display - 10th Asian Symposium on Information Display 2007, ASID'07).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pre-production display R&D facility: A framework for developing flexible display systems reducing the war-fighters' load

Zenhausern, F. & Raupp, G., 2004, Proceedings of SPIE - The International Society for Optical Engineering. Hopper, D. G. (ed.). Vol. 5443. p. 13-20 8 p. 3

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Preliminary investigation of generating electricity from wastewater via a single-compartment microbial fuel cell

Marcus, A., Lueptow, R. M. & Rittmann, B., 2005, SAE Technical Papers.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Prediction of occult invasive disease in ductal carcinoma in situ using computer-extracted mammographic features

Shi, B., Grimm, L. J., Mazurowski, M. A., Marks, J. R., King, L. M., Maley, C., Hwang, E. S. & Lo, J. Y., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. SPIE, Vol. 10134. 101341I

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Predicting risk of complications following a drug eluting stent procedure: A SVM approach for imbalanced data

Gouripeddi, R., Balasubramanian, V., Panchanathan, S., Harris, J., Bhaskaran, A. & Siegel, R. M., Nov 23 2009, 2009 22nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2009. 5255454. (Proceedings - IEEE Symposium on Computer-Based Medical Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Predicting online protest participation of social media users

Ranganath, S., Morstatter, F., Hu, X., Tang, J., Wang, S. & Liu, H., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 208-214 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Predicting future high-cost patients: A real-world risk modeling application

Moturu, S. T., Johnson, W. & Liu, H., Dec 1 2007, Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007. p. 202-208 7 p. 4413056. (Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Predictability of distrust with interaction data

Tang, J., Hu, X., Chang, Y. & Liu, H., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 181-190 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

PPP: Joint pointwise and pairwise image label prediction

Wang, Y., Wang, S., Tang, J., Liu, H. & Li, B., 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January. p. 6005-6013 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Scopus citations

Potential implications of amending agricultural soils with biosolids

Walters, E. & Halden, R., Nov 2 2010, Contaminants of Emerging Concern in the Environment: Ecological and Human Health Considerations. American Chemical Society, p. 319-336 18 p. (ACS Symposium Series; vol. 1048).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Polymer Micro-Structures: Prototyping, Low-Cost Mass Production and Analytical Applications

Rossier, J. S., Schwarz, A., Bianchi, F., Reymond, F., Ferrigno, R., Girault, H. H. & Ros, A., 2000, Proceedings of µTAS.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pilot testing biological treatment of nitrate-contaminated groundwater: Ion-exchange vs. biological treatment

Meyer, K., Scott, R., Rittmann, B., Candelaria, D., Tang, Y., Swaim, P. & McQuarrie, J., Dec 1 2009, Water Quality Technology Conference and Exposition 2009. p. 2084-2124 41 p. (Water Quality Technology Conference and Exposition 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Physical modeling of microwave transistors using a full-band/full-wave simulation approach

Ayubi-Moak, J. S., Akis, R., Saraniti, M., Ferry, D. K. & Goodnick, S., Oct 27 2009, Proceedings - 2009 13th International Workshop on Computational Electronics, IWCE 2009. 5091139. (Proceedings - 2009 13th International Workshop on Computational Electronics, IWCE 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Photonic approach to the selective inactivation of viruses with a near-infrared ultrashort pulsed laser

Tsen, K-T., Tsen, S. W. D., Fu, Q., Lindsay, S., Kibler, K., Jacobs, B., Wu, T. C., Li, Z., Yan, H., Cope, S., Vaiana, S. & Kiang, J. G., May 7 2010, Optical Biopsy VII. 75610W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7561).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Phase retrieval in the presence of multiplicative noise

Chen, J. P. J. & Kirian, R., Jan 1 2017, Unconventional and Indirect Imaging, Image Reconstruction, and Wavefront Sensing 2017. SPIE, Vol. 10410. 104100K

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pharmaceuticals and personal care products in U.S. biosolids

McClellan, K. & Halden, R., Nov 2 2010, Contaminants of Emerging Concern in the Environment: Ecological and Human Health Considerations. American Chemical Society, p. 199-211 13 p. (ACS Symposium Series; vol. 1048).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Person localization using a wearable camera towards enhancing social interactions for individuals with visual impairment

Gade, L., Krishna, S. & Panchanathan, S., Dec 24 2009, 1st ACM SIGMM International Workshop on Media Studies and Implementations that Help Improving Access to Disabled Users, MSIADU'09, Co-located with the 2009 ACM International Conf. Multimedia, MM'09. p. 53-62 10 p. (1st ACM SIGMM International Workshop on Media Studies and Implementations that Help Improving Access to Disabled Users, MSIADU'09, Co-located with the 2009 ACM International Conf. Multimedia,MM'09).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Person-centric multimedia: How research inspirations from designing solutions for individual users benefits the broader population

Panchanathan, S., Tadayon, R., Demakethepalli Venkateswara, H. & McDaniel, T., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 51-65 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Person-centered accessible technologies: Improved usability and adaptation through inspirations from disability research

Panchanathan, S., McDaniel, T. & Balasubramanian, V. N., Dec 10 2012, UXeLATE 2012 - Proceedings of the 2012 ACM International Workshop on User Experience in e-Learning and Augmented Technologies in Education, Co-located with ACM Multimedia 2012. p. 1-6 6 p. (UXeLATE 2012 - Proceedings of the 2012 ACM International Workshop on User Experience in e-Learning and Augmented Technologies in Education, Co-located with ACM Multimedia 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations