• 385 Citations
  • 10 h-Index
20022019
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Research Output 2002 2019

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Conference contribution
2019

Interface for Querying and Data Mining for NYC Yellow and Green Taxi Trip Data

Aziz, Z. & Robila, S., 1 May 2019, 2019 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2019. Institute of Electrical and Electronics Engineers Inc., 8817347. (2019 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2019).

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

data mining
Data mining
Visualization
decision making
Decision making

Visualizing Weather Financial Impact on Industries and Weather Derivatives

Bondarenko, I., Phapale, P. B. & Robila, S., 1 May 2019, 2019 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2019. Institute of Electrical and Electronics Engineers Inc., 8817335. (2019 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2019).

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

weather
industries
Derivatives
Data visualization
Industry
2018

Design, development and testing an academic repository

Handeli, K. M. & Robila, S. A., 8 Jun 2018, 2018 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p. (2018 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2018).

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

User interfaces
Library Catalogs
Students
Search Engine
Testing

Digital piracy, technology, the legal system and computing education

Passione, B. S. & Robila, S. A., 17 Apr 2018, ISEC 2018 - Proceedings of the 8th IEEE Integrated STEM Education Conference. Institute of Electrical and Electronics Engineers Inc., p. 133-136 4 p. (ISEC 2018 - Proceedings of the 8th IEEE Integrated STEM Education Conference; vol. 2018-January).

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

Education computing
Inventions
piracy
legal system
Innovation
3 Citations (Scopus)

Enhancing autonomous vehicles with commonsense: Smart mobility in smart cities

Persaud, P., Varde, A. & Robila, S., 4 Jun 2018, Proceedings - 2017 International Conference on Tools with Artificial Intelligence, ICTAI 2017. IEEE Computer Society, p. 1008-1012 5 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2017-November).

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

Robots
Decision making
Smart city
Industry
Experiments
2017

LIDAR for Scribbler 2: Enhancing sensing capabilities in an educational robot

Miller, K. S. & Robila, S., 3 Aug 2017, 2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017. Institute of Electrical and Electronics Engineers Inc., 8001957. (2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017).

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

Educational robots
robots
autonomous navigation
cards
robotics
2016
2 Citations (Scopus)

Interface for querying and data mining for the IMDb dataset

Butler, M. & Robila, S., 16 Jun 2016, 2016 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2016. Institute of Electrical and Electronics Engineers Inc., 7494103. (2016 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2016).

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

Data mining
Data structures
Engineers
5 Citations (Scopus)

Road sign recognition system on Raspberry Pi

Bilgin, E. & Robila, S., 16 Jun 2016, 2016 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2016. Institute of Electrical and Electronics Engineers Inc., 7494102

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

Image processing
Color
Embedded systems
Oceanography
Geology
2014

GreenDSS tool for data center management

Pawlish, M., Varde, A., Robila, S., Alvarez, C., Fleischl, C. & Serviano, G., 1 Jan 2014, 2014 5th International Conference on Information and Communication Systems, ICICS 2014. IEEE Computer Society, 6841962. (2014 5th International Conference on Information and Communication Systems, ICICS 2014).

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

Decision support systems
Data mining
Smart meters
Energy management
Internet
2013
4 Citations (Scopus)

Distributed algorithms for unmixing hyperspectral data using nonnegative matrix factorization with sparsity constraints

Robila, S. & Ricart, D., 1 Dec 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 - Proceedings. p. 2156-2159 4 p. 6723241. (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

Factorization
Parallel algorithms
matrix
Distributed computer systems
Throughput
2 Citations (Scopus)

Impact of spatial complexity preprocessing on hyperspectral data unmixing

Robila, S., Pirate, K. & Hall, T., 12 Aug 2013, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Vol. 8743. 874323

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

Hyperspectral Data
preprocessing
Preprocessing
Independent component analysis
Processing
2012
5 Citations (Scopus)

Analyzing utilization rates in data centers for optimizing energy management

Pawlish, M., Varde, A. S. & Robila, S. A., 26 Nov 2012, 2012 International Green Computing Conference, IGCC 2012. 6322248. (2012 International Green Computing Conference, IGCC 2012).

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

Energy management
Servers
Personnel
Costs
Green computing
2 Citations (Scopus)

A sustainability component for a first-year course for information technology students

Robila, S., 8 Oct 2012, Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, ICALT 2012. p. 90-94 5 p. 6268045. (Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, ICALT 2012).

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

Information technology
Sustainable development
information technology
sustainability
Students
9 Citations (Scopus)

Cloud computing for environment-friendly data centers

Pawlish, M., Varde, A. & Robila, S., 10 Dec 2012, CloudDB'12 - Proceedings of the 3rd ACM International Workshop on Cloud Data Management, Co-located with CIKM 2012. p. 43-48 6 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Cloud computing
Data center
Carbon footprint
Utilization rate
Decision support
1 Citation (Scopus)

Linear unmixing based feature extraction for hyperspectral data in a high performance computing environment

Robila, S. A., 1 Dec 2012, Imaging Spectrometry XVII. 85150M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8515).

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

Hyperspectral Data
Distributed Algorithms
Parallel algorithms
pattern recognition
Feature Extraction
2011
3 Citations (Scopus)

Chernoff dimensionality reduction-where fisher meets FKT

Peng, J., Seetharaman, G., Fan, W., Robila, S. & Varde, A., 1 Dec 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. p. 271-282 12 p. (Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011).

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

Discriminant analysis
Decomposition

Face recognition using spectral and spatial information

Robila, S., Chang, M. & D'Amico, N. B., 31 Oct 2011, Applications of Digital Image Processing XXXIV. 81351Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8185).

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

Spatial Information
Face recognition
Face Recognition
Fusion reactions
Decision Fusion
3 Citations (Scopus)

Hyperspectral data processing in a high performance computing environment: A parallel best band selection algorithm

Robila, S. A. & Busardo, G., 20 Dec 2011, 2011 IEEE International Symposium on Parallel and Distributed Processing, Workshops and Phd Forum, IPDPSW 2011. p. 1424-1431 8 p. 6008997. (IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum).

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

Hyperspectral Data
High Performance
Exhaustive Search
Computing
Hyperspectral Imagery
2010
2 Citations (Scopus)

A feature-based approach for processing nanoscale images

Roughton, G., Varde, A., Robila, S. & Liang, J., 16 Jul 2010, Scanning Microscopy 2010. Vol. 7729. 772911

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

Nanotechnology
image processing
Image processing
Image analysis
Particle size
1 Citation (Scopus)

Analysis of chernoff criterion for linear dimensionality reduction

Peng, J., Robila, S., Fan, W. & Seetharaman, G., 1 Dec 2010, 2010 IEEE International Conference on Systems, Man and Cybernetics, SMC 2010. p. 3014-3021 8 p. 5641971. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

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

Discriminant analysis
Decomposition
2 Citations (Scopus)

Band reduction for hyperspectral imagery processing

Robila, S. A., 14 May 2010, Proceedings of SPIE-IS and T Electronic Imaging - Computational Imaging VIII. 75330W. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7533).

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

Hyperspectral Imagery
imagery
Feature extraction
spectral bands
Processing

Considerations on unsupervised spectral data unmixing and complexity pursuit

Robila, S., 1 Dec 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010. p. 987-990 4 p. 5649574. (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

Pollution detection
manufacturing
Food safety
life science
food safety

Parallel unmixing of hyperspectral data using complexity pursuit

Robila, S. A. & Butler, M., 1 Dec 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010. p. 1035-1038 4 p. 5648919. (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

Blind source separation
Parallel algorithms
Availability
analysis
4 Citations (Scopus)

Spectral face recognition using orthogonal subspace bases

Wimberly, A., Robila, S. A. & Peplau, T., 25 Jun 2010, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI. 76952E. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7695).

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

Face recognition
Face Recognition
Principal component analysis
Redundancy
Skin

Statistical steganalyis of images using open source software

Kaipa, B. & Robila, S., 16 Jul 2010, 2010 Long Island Systems, Applications and Technology Conference, LISAT 10. 5478333. (2010 Long Island Systems, Applications and Technology Conference, LISAT 10).

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

Pattern recognition
Graphical user interfaces
Decision trees
Data mining
Classifiers
2009
2 Citations (Scopus)

Investigating face recognition from hyperspectral data: Impact of band extraction

Robila, S., LaChance, A. & Ruff, S., 14 Sep 2009, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XV. Vol. 7334. 73341Y

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

Hyperspectral Data
Face recognition
Face Recognition
Statistical Independence
Distinct
1 Citation (Scopus)

Quo vadis face recognition: Spectral considerations

Robila, S., 25 Sep 2009, 2009 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2009. 5031555. (2009 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2009).

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

Face recognition
Principal component analysis
Feature extraction
Color
Decomposition

Spectral image processing using sparse linear transforms

Robila, S., 1 Dec 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2009 - Proceedings. Vol. 4. 5417431

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

Factorization
image processing
Feature extraction
Image processing
transform
5 Citations (Scopus)

Subdividing hexagon-clustered wireless sensor networks for power-efficiency

Wang, D., Xu, L., Peng, J. & Robila, S., 22 Apr 2009, Proceedings - 2009 WRI International Conference on Communications and Mobile Computing, CMC 2009. p. 454-458 5 p. 4797165. (Proceedings - 2009 WRI International Conference on Communications and Mobile Computing, CMC 2009; vol. 2).

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

Wireless sensor networks
Electric power utilization
Sensor networks
Sensors
2 Citations (Scopus)

Visualization of hyperspectral images

Schockling, M., Bonce, R., Gutierrez, A. & Robila, S. A., 14 Sep 2009, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XV. 733423. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7334).

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

Hyperspectral Image
Wavelet analysis
Visualization
Wavelet Analysis
wavelet analysis
2008
1 Citation (Scopus)

Hyperspectral image processing: A direct image simplification method

Neylan, C. A., Rush, T., Gutierrez, A. & Robila, S., 17 Jun 2008, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIV. 69661Y. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6966).

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

Hyperspectral Image
simplification
Simplification
image processing
Image Processing
8 Citations (Scopus)

Sparse representations for hyperspectral data classification

Siddiqui, S., Robila, S., Peng, J. & Wang, D., 1 Dec 2008, 2008 IEEE International Geoscience and Remote Sensing Symposium - Proceedings. 1 ed. Vol. 2. 4779058

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

Feature extraction
Linear transformations
imagery
Experiments
experiment
22 Citations (Scopus)

Toward hyperspectral face recognition

Robila, S. A., 15 May 2008, Proceedings of SPIE-IS and T Electronic Imaging -Image Processing: Algorithms and Systems VI. 68120X. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6812).

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

Face recognition
fusion
Infrared radiation
Image fusion
shelves
2007
1 Citation (Scopus)

Grid computing for hyperspectral data processing

Robila, S. & Senedzuk, N. A., 1 Dec 2007, Next-Generation Spectroscopic Technologies. 67650A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6765).

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

Hyperspectral Data
Grid computing
Grid Computing
grids
Grid
2 Citations (Scopus)

New developments in target detection in hyperspectral imagery using spectral metrics and spectra extraction

Robila, S., 1 Dec 2007, American Society for Photogrammetry and Remote Sensing - ASPRS Annual Conference 2007: Identifying Geospatial Solutions. Vol. 2. p. 604-614 11 p.

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

Target tracking
Screening
imagery
filter
screening
7 Citations (Scopus)

Sequential and parallel feature extraction in hyperspectral data using nonnegative matrix factorization

Robila, S. A. & Maciak, L. G., 1 Dec 2007, 2007 IEEE Long Island Systems, Applications and Technology Conference, LISAT. p. 90-96 7 p. 4312637. (2007 IEEE Long Island Systems, Applications and Technology Conference, LISAT).

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

Factorization
Feature extraction
Redundancy
2 Citations (Scopus)

Weighted additive criterion for linear dimension reduction

Peng, J. & Robila, S., 1 Dec 2007, Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. p. 619-624 6 p. 4470300

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

Discriminant analysis
Face recognition
2006
4 Citations (Scopus)

A class of detection filters for targets and anomalies in multispectral / hyperspectral imagery

Robila, S., 21 Dec 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop. Vol. 2006. 1640577

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

Screening
Data compression
Set theory
Computational complexity
12 Citations (Scopus)

A parallel unmixing algorithm for hyperspectral images

Robila, S. A. & Maciak, L. G., 28 Nov 2006, Intelligent Robots and Computer Vision XXIV: Algorithms, Techniques, and Active Vision. 63840F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6384).

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

Non-negative Matrix Factorization
Hyperspectral Image
Parallel algorithms
Source Separation
Factorization
30 Citations (Scopus)

Don't be a phish: Steps in user education

Robila, S. & Ragucci, J. W., 29 Sep 2006, ITiCSE06 - Proceedings of the 11th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education. p. 237-241 5 p. (ITiCSE06 - Proceedings of the 11th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education; vol. 2006).

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

Education
Security of data
5 Citations (Scopus)

New approaches for feature extraction in hyperspectral imagery

Robila, S. & Maciack, L., 1 Dec 2006, 2006 IEEE Long Island Systems, Applications and Technology Conference, LISAT. 4302652. (2006 IEEE Long Island Systems, Applications and Technology Conference, LISAT).

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

Factorization
Feature extraction
Pixels
Experiments
Independent component analysis
1 Citation (Scopus)

Real time processing of hyperspectral images

Robila, S., 1 Dec 2006, American Society for Photogrammetry and Remote Sensing - Annual Conference of the American Society for Photogrammetry and Remote Sensing 2006: Prospecting for Geospatial Information Integration. p. 1196-1203 8 p. (American Society for Photogrammetry and Remote Sensing - Annual Conference of the American Society for Photogrammetry and Remote Sensing 2006: Prospecting for Geospatial Information Integration; vol. 3).

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

principal component analysis
Independent component analysis
Processing
Principal component analysis
computer system
2005
10 Citations (Scopus)

An investigation of spectral metrics in hyperspectral image preprocessing for classification

Robila, S., 1 Dec 2005, American Society for Photogrammetry and Remote Sensing - Annual Conference 2005 - Geospatial Goes Global: From Your Neighborhood to the Whole Planet. p. 942-951 10 p. (American Society for Photogrammetry and Remote Sensing - Annual Conference 2005 - Geospatial Goes Global: From Your Neighborhood to the Whole Planet; vol. 2).

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

Screening
Processing
Weighing
Set theory
Principal component analysis
1 Citation (Scopus)

Distributed computing and computer security education

Robila, S., 1 Dec 2005, Proceedings of the 6th Conference on Information Technology Education, SIGITE 2005. p. 383-384 2 p. (Proceedings of the 6th Conference on Information Technology Education, SIGITE 2005).

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

Distributed computer systems
Security of data
Education
Students
Cluster computing
45 Citations (Scopus)

Spectral matching accuracy in processing hyperspectral data

Robila, S. A. & Gershman, A., 1 Dec 2005, ISSCS 2005: International Symposium on Signals, Circuits and Systems - Proceedings. p. 163-166 4 p. 1509878. (ISSCS 2005: International Symposium on Signals, Circuits and Systems - Proceedings; vol. 1).

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

Target tracking
Entropy
Processing
1 Citation (Scopus)

Writing requirements in computer security

Robila, S. & Bredlau, C., 1 Dec 2005, Proceedings of the 6th Conference on Information Technology Education, SIGITE 2005. p. 385-386 2 p. (Proceedings of the 6th Conference on Information Technology Education, SIGITE 2005).

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

Security of data
Students
Websites
Intranets
Information use