Stefan Robila

Research output

Research output per year 2002 2005 2006 2007 2008 2009 2010 2012 2022 2023

• 56 Conference contribution
• 7 Article
• 5 Paper
• 4 Conference article
• 1 More
  • 1 Chapter

Research output per year

Research output per year

Search results

• 2023

  Extended Reality Environment for Urban Area Environmental Data Analysis

  Cumberbatch, I. S. & Robila, S. A., 2023, Geospatial Informatics XIII. Palaniappan, K., Seetharaman, G. & Harguess, J. D. (eds.). SPIE, 125250L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12525).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Urban Areas 100%
  • Deforestation 95%
  • deforestation 92%
  • earphones 66%
  • Data analysis 54%

• Professional and Capacity Building in K-12 Computer Science Education: A Multi-Faceted Approach

  Herbert, K., Anu, V. K., Sultana, K. Z., Robila, S., Ryan Miller, J., Hagiwara, S., Goldstein, R. & Marlowe, T., 6 Mar 2023, SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 1384 1 p. (SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Computer science 100%
  • computer science 87%
  • Education 84%
  • Curricula 46%
  • education 30%

• Using Extended Reality Technology in Science Education

  Cumberbatch, I., Olatunji, J. & Robila, S. A., 2023, 2023 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2023. Institute of Electrical and Electronics Engineers Inc., 7. (2023 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • education 100%
  • Education 86%
  • Visualization 78%
  • Display devices 77%
  • life sciences 66%
• 2022

  A Machine Learning Utility for Detection of Potential Protected Health Information Images

  Vollmin, S. J. & Robila, S. A., 2022, 2022 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Health 100%
  • Machine learning 99%
  • Image recognition 31%
  • Convolutional neural networks 24%
  • X rays 24%

• A Semantic Text Processing System for Free-Write English Papers

  Depascale, R. & Robila, S. A., 2022, 2022 IEEE Integrated STEM Education Conference, ISEC 2022. Institute of Electrical and Electronics Engineers Inc., p. 103-108 6 p. (2022 IEEE Integrated STEM Education Conference, ISEC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Text Processing 100%
  • text processing 82%
  • Text processing 73%
  • Semantics 61%
  • semantics 47%

• HyperGix-A User-Friendly, Open-Source Hyperspectral Imagery Application

  Gallino, J. & Robila, S. A., 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., p. 4019-4022 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2022-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • imagery 100%
  • Pixels 96%
  • Managers 73%
  • Geological surveys 67%
  • pixel 60%

• Shiny Dashboard - NYC Trees Benefit Estimation

  Zharri, E. & Robila, S. A., 2022, 2022 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Science 100%
  • Open Data 91%
  • Visualization 57%
  • Air pollution 42%
  • Economics 23%
• 2021

  Analysis of the New York City's Vehicle Crash Open Data

  Saxena, A. & Robila, S. A., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6017-6019 3 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Open Data 100%
  • Crash 75%
  • Fatality 61%
  • Causal Analysis 32%
  • Accountability 26%
  1 Scopus citations

• Cooling the Data Center: Design of a Mechanical Controls Owner Project Requirements (OPR) Template

  Robila, S. A., Grant, D., DePrater, C., Sorell, V., Rodgers, T. L., Martinez, D. & Novotny, S., 2021, Proceedings - 2021 IEEE International Conference on Cluster Computing, Cluster 2021. Institute of Electrical and Electronics Engineers Inc., p. 591-595 5 p. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Supercomputers 100%
  • Cooling 76%
  • Cooling systems 43%
  • Energy efficiency 17%
  • Specifications 14%

• Tracking the impact of fake news on us election cycles

  Alkhalili, O. & Robila, S. A., 9 Sep 2021, GoodIT 2021 - Proceedings of the 2021 Conference on Information Technology for Social Good. Association for Computing Machinery, Inc, p. 192-197 6 p. (GoodIT 2021 - Proceedings of the 2021 Conference on Information Technology for Social Good).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Acoustic waves 100%
  • Health 93%
  • Decision making 91%
  • Industry 55%
• 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 proceeding › Conference contribution › peer-review

  • data mining 100%
  • Data mining 55%
  • Open Data 54%
  • Visualization 51%
  • decision making 29%

• 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 proceeding › Conference contribution › peer-review

  • weather 100%
  • industries 67%
  • Derivatives 66%
  • Data visualization 46%
  • Big data 36%
• 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 proceeding › Conference contribution › peer-review

  • Design and Development 100%
  • Repository 98%
  • Library Catalogs 83%
  • User interfaces 78%
  • Testing 74%

• 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 proceeding › Conference contribution › peer-review

  • Education computing 100%
  • Inventions 87%
  • piracy 71%
  • legal system 54%
  • Intellectual Property 46%

• Enhancing autonomous vehicles with commonsense: Smart mobility in smart cities

  Persaud, P., Varde, A. S. & 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 proceeding › Conference contribution › peer-review

  • Smart city 100%
  • Autonomous vehicles 97%
  • Robots 29%
  • Decision making 16%
  • Industry 9%
  23 Scopus citations
• 2017

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

  Miller, K. S. & Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Educational robots 100%
  • robots 73%
  • autonomous navigation 70%
  • cards 47%
  • robotics 47%
  1 Scopus citations
• 2016

  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 proceeding › Conference contribution › peer-review

  • Data mining 100%
  • Data structures 33%
  • Engineers 28%
  3 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Image processing 100%
  • Color 68%
  • Embedded systems 59%
  • Oceanography 49%
  • Geology 41%
  12 Scopus citations
• 2014

  GreenDSS tool for data center management

  Pawlish, M., Varde, A. S., Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Decision support systems 100%
  • Data mining 80%
  • Smart meters 59%
  • Energy management 49%
  • Internet 33%
  1 Scopus citations
• 2013

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

  Robila, S. A. & 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 proceeding › Conference contribution › peer-review

  • Factorization 100%
  • Parallel algorithms 94%
  • matrix 60%
  • Distributed computer systems 21%
  • library 18%
  5 Scopus citations

• Impact of spatial complexity preprocessing on hyperspectral data unmixing

  Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Hyperspectral Data 100%
  • preprocessing 67%
  • Preprocessing 63%
  • Independent component analysis 60%
  • Cubic Crystal 59%
  2 Scopus citations
• 2012

  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 proceeding › Conference contribution › peer-review

  • Green computing 100%
  • Virtualization 71%
  • Energy management 68%
  • Personnel 51%
  • Servers 48%
  10 Scopus citations

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

  Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Sustainable development 100%
  • Information technology 99%
  • sustainability 83%
  • Green computing 83%
  • Students 83%
  2 Scopus citations

• Cloud computing for environment-friendly data centers

  Pawlish, M., Varde, A. S. & Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Data Center 100%
  • Cloud Computing 80%
  • Carbon Footprint 18%
  • Utilization Rate 18%
  • Decision Tree 11%
  10 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Hyperspectral Data 100%
  • High Performance Computing 85%
  • Feature Extraction 81%
  • Distributed Algorithms 73%
  • pattern recognition 66%
  1 Scopus citations
• 2011

  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 proceeding › Conference contribution › peer-review

  • Dimensionality reduction 100%
  • Discriminant analysis 98%
  • Decomposition 66%
  3 Scopus citations

• Face recognition using spectral and spatial information

  Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Face Recognition 100%
  • Spatial Information 96%
  • Decision Fusion 59%
  • Face recognition 56%
  • Fusion reactions 47%

• 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 proceeding › Conference contribution › peer-review

  • Hyperspectral Data 100%
  • High Performance Computing 85%
  • Exhaustive Search 48%
  • Hyperspectral Imagery 34%
  • Feature Extraction 27%
  3 Scopus citations
• 2010

  A feature-based approach for processing nanoscale images

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Nanotechnology 100%
  • image processing 87%
  • Image processing 67%
  • Image analysis 41%
  • Particle size 40%
  3 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Dimensionality reduction 100%
  • Discriminant analysis 98%
  • Decomposition 66%
  1 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Hyperspectral Imagery 100%
  • imagery 65%
  • Feature extraction 40%
  • Feature Selection 35%
  • pattern recognition 31%
  2 Scopus citations

• Considerations on unsupervised spectral data unmixing and complexity pursuit

  Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Pollution detection 100%
  • manufacturing 93%
  • Hyperspectral imaging 84%
  • health science 79%
  • Food safety 79%
  1 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Blind source separation 100%
  • Parallel algorithms 39%
  • Availability 29%
  • analysis 16%

• 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 proceeding › Conference contribution › peer-review

  • Face Recognition 100%
  • Hyperspectral imaging 87%
  • Face recognition 56%
  • Principal component analysis 55%
  • Skin 51%
  5 Scopus citations

• Statistical steganalyis of images using open source software

  Kaipa, B. & Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Open source software 100%
  • Pattern recognition 39%
  • Graphical user interfaces 22%
  • Decision trees 21%
  • Data mining 18%
  1 Scopus citations
• 2009

  Investigating face recognition from hyperspectral data: Impact of band extraction

  Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Hyperspectral Data 100%
  • Face Recognition 92%
  • Face recognition 52%
  • Image Fusion 34%
  • Human 32%
  2 Scopus citations

• Quo vadis face recognition: Spectral considerations

  Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Face recognition 100%
  • Principal component analysis 49%
  • Wavelength 45%
  • Feature extraction 40%
  • Imaging techniques 39%
  1 Scopus citations

• Spectral image processing using sparse linear transforms

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Factorization 100%
  • image processing 94%
  • Image processing 78%
  • transform 78%
  • Feature extraction 77%

• 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 proceeding › Conference contribution › peer-review

  • Wireless sensor networks 100%
  • Electric power utilization 93%
  • Sensor networks 36%
  • Sensors 21%
  6 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Hyperspectral Image 100%
  • Wavelet analysis 70%
  • Visualization 65%
  • Wavelet Analysis 38%
  • wavelet analysis 34%
  3 Scopus citations
• 2008

  Hyperspectral image processing: A direct image simplification method

  Neylan, C. A., Rush, T., Gutierrez, A. & Robila, S. A., 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 proceeding › Conference contribution › peer-review

  • Hyperspectral Image 100%
  • Image Processing 65%
  • simplification 63%
  • image processing 60%
  • Simplification 59%
  1 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Feature extraction 100%
  • Linear transformations 33%
  • imagery 16%
  • Experiments 9%
  • experiment 8%
  9 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Face Recognition 100%
  • Face recognition 56%
  • Human 53%
  • Infrared Image 39%
  • Image Fusion 37%
  32 Scopus citations
• 2007

  Grid computing for hyperspectral data processing

  Robila, S. A. & 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 proceeding › Conference contribution › peer-review

  • Hyperspectral Data 100%
  • Grid Computing 95%
  • Grid computing 63%
  • grids 44%
  • Grid 43%
  1 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Target tracking 100%
  • Screening 97%
  • screening 90%
  • imagery 81%
  • detection 61%
  2 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Factorization 100%
  • Feature extraction 77%
  • Dimensionality reduction 13%
  • Redundancy 10%
  7 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Discriminant analysis 100%
  • Face recognition 44%
  2 Scopus citations
• 2006

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

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Screening 100%
  • Data compression 13%
  • Computational complexity 9%
  • Set theory 7%
  4 Scopus citations

• 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 proceeding › Conference contribution › peer-review

  • Hyperspectral Image 100%
  • Non-negative Matrix Factorization 89%
  • Source Separation 73%
  • Parallel algorithms 56%
  • factorization 50%
  16 Scopus citations

• Don't be a phish: Steps in user education

  Robila, S. A. & 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 proceeding › Conference contribution › peer-review

  • Education 100%
  • e-mail 95%
  • confidential information 66%
  • Security of data 55%
  • education 36%
  35 Scopus citations