Research Output 2010 2019

2019

Serving Individuals and Populations Within Integrated Health Systems: A Bridge Too Far?

Moses, H., Matheson, D. H. M. & Poste, G., Jan 1 2019, In : JAMA - Journal of the American Medical Association.

Research output: Contribution to journalComment/debate

Health
Population

Socio-ecological dynamics of a tropical agricultural region: Historical analysis of system change and opportunities

Antoni, C., Huber-Sannwald, E., Reyes Hernández, H., van't Hooft, A. & Schoon, M., Feb 1 2019, In : Land Use Policy. 81, p. 346-359 14 p.

Research output: Contribution to journalArticle

system change
systems analysis
historical analysis
livelihood
tropical forests
2018
13 Citations (Scopus)

Adaptive global innovative learning environment for glioblastoma: GBM AGILE

GBM AGILE Network, Feb 15 2018, In : Clinical Cancer Research. 24, 4, p. 737-743 7 p.

Research output: Contribution to journalReview article

Glioblastoma
Learning
Biomarkers
Therapeutics
Random Allocation

Automated synthesis of scalable algorithms for inferring non-local properties to assist in multi-robot teaming

Choi, T., Pavlic, T. & Richa, A., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1522-1527 6 p.

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

Robots
Neural networks
Communication
Scalability

Bio-inspired nest-site selection for distributing robots in low-communication environments

Cooke, G., Squires, E., Strickland, L., Bowers, K., Pippin, C., Pavlic, T. & Pratt, S., Jan 1 2018, Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection - International Workshops of PAAMS 2018, Proceedings. Springer Verlag, p. 517-524 8 p. (Communications in Computer and Information Science; vol. 887).

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

Site selection
Nest
Robot
Robots
Communication

Chat-box: Proposing a mood analyzer for individuals with social interaction disabilities

Gupta, B., Saxon, M., McDaniel, T. & Panchanathan, S., Jan 1 2018, HCI International 2018 – Posters’ Extended Abstracts - 20th International Conference, HCI International 2018, Proceedings. Stephanidis, C. (ed.). Springer Verlag, p. 394-401 8 p. (Communications in Computer and Information Science; vol. 851).

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

Mood
Social Interaction
Disability
Assistive Technology
Sentiment Analysis
3 Citations (Scopus)

Collaboration, adaptation, and scaling: Perspectives on environmental governance for sustainability

Schoon, M. & Cox, M. E., Mar 2 2018, In : Sustainability (Switzerland). 10, 3, 679.

Research output: Contribution to journalEditorial

scaling
Sustainable development
sustainability
governance
comanagement

Computer Vision for Augmentative and Alternative Communication

Panchanathan, S., Moore, M., Demakethepalli Venkateswara, H., Chakraborty, S. & McDaniel, T., Jan 1 2018, Computer Vision For Assistive Healthcare. Elsevier Inc., p. 211-248 38 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

visual impairment
alternative technology
communication
communication technology
multimedia
3 Citations (Scopus)

Deep active learning for image classification

Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 3934-3938 5 p.

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

Image classification
Bayesian networks
Image recognition
Learning algorithms
Computer vision

Deep reinforcement learning methods for navigational aids

Fakhri, B., Keech, A., Schlosser, J., Brooks, E., Demakethepalli Venkateswara, H., Panchanathan, S. & Kira, Z., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 66-75 10 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

Reinforcement learning
Reinforcement Learning
Navigation
Assistive Technology
Computing Methods
7 Citations (Scopus)

Defining tipping points for social-ecological systems scholarship - An interdisciplinary literature review

Milkoreit, M., Hodbod, J., Baggio, J., Benessaiah, K., Calderón-Contreras, R., Donges, J. F., Mathias, J. D., Rocha, J. C., Schoon, M. & Werners, S. E., Mar 1 2018, In : Environmental Research Letters. 13, 3, 033005.

Research output: Contribution to journalReview article

literature review
Ecosystem
Taxonomies
explosive
Bibliometrics

Detecting attention in pivotal response treatment video probes

Heath, C. D. C., Demakethepalli Venkateswara, H., McDaniel, T. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 248-259 12 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

Probe
Learning systems
Feedback
Machine Learning
Learning algorithms

Functional case study evaluation of the smartgym: An anticipatory system to detect body compliance

Tadayon, A., McDaniel, T. & Panchanathan, S., Oct 15 2018, HealthMedia 2018 - Proceedings of the 3rd International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2018. Association for Computing Machinery, Inc, p. 67-71 5 p.

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

Feedback
Patient rehabilitation
Compliance
1 Citation (Scopus)

Functional gradient descent optimization for automatic test case generation for vehicle controllers

Tuncali, C. E., Yaghoubi, S., Pavlic, T. & Fainekos, G., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1059-1064 6 p.

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

Controllers
Adaptive cruise control
Collision avoidance
Simulated annealing

Haptic vision: Augmenting non-visual travel and accessing environmental information at a distance

Duarte, B., McDaniel, T., Tadayon, R., Devkota, S., Strasser, G., Ramey, C. C. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 90-101 12 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

Haptics
Textures
Experiments
Proximity
Texture
1 Citation (Scopus)

Modeling the two-dimensional accuracy of soccer kicks

Hunter, A. H., Angilletta, M., Pavlic, T., Lichtwark, G. & Wilson, R. S., Apr 27 2018, In : Journal of Biomechanics. 72, p. 159-166 8 p.

Research output: Contribution to journalArticle

Soccer
Athletes
Foot
Vertical Dimension
Sports

Multi-Label Deep Active Learning with Label Correlation

Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 3418-3422 5 p. 8451460. (Proceedings - International Conference on Image Processing, ICIP).

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

Labels
Image classification
Learning algorithms
Problem-Based Learning
Personnel

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

Multimedia
Person
Paradigm
Computing
Disability
7 Citations (Scopus)

Poly-ligand profiling differentiates trastuzumab-treated breast cancer patients according to their outcomes

Domenyuk, V., Gatalica, Z., Santhanam, R., Wei, X., Stark, A., Kennedy, P., Toussaint, B., Levenberg, S., Wang, J., Xiao, N., Greil, R., Rinnerthaler, G., Gampenrieder, S. P., Heimberger, A. B., Berry, D. A., Barker, A., Quackenbush, J., Marshall, J. L., Poste, G., Vacirca, J. L. & 9 others, Vidal, G. A., Schwartzberg, L. S., Halbert, D. D., Voss, A., Magee, D., Miglarese, M. R., Famulok, M., Mayer, G. & Spetzler, D., Dec 1 2018, In : Nature Communications. 9, 1, 1219.

Research output: Contribution to journalArticle

breast
cancer
Breast Neoplasms
Ligands
ligands

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

Cameras
Learning
learning
Emotions
emotion

Semi-supervised adversarial image-to-image translation

Eusebio, J., Demakethepalli Venkateswara, H. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 334-344 11 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

Generative Models
Digit
Model

Tactile facial action units toward enriching social interactions for individuals who are blind

McDaniel, T., Devkota, S., Tadayon, R., Duarte, B., Fakhri, B. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 3-14 12 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

Social Interaction
Facial Expression
Computer vision
Health
Unit

Tactile facial expressions and associated emotions toward accessible social interactions for individuals who are blind

McDaniel, T., Tran, D., Devkota, S., DiLorenzo, K., Fakhri, B. & Panchanathan, S., Oct 15 2018, MAHCI 2018 - Proceedings of the 2018 Workshop on Multimedia for Accessible Human Computer Interface, co-located with MM 2018. Association for Computing Machinery, Inc, p. 25-32 8 p.

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

Display devices
Feedback
Automatic Speech Recognition
Blow molding
Speech recognition
Generative Models
Speech Recognition
2017
1 Citation (Scopus)

A survey of multimodal systems and techniques for motor learning

Tadayon, R., McDaniel, T. & Panchanathan, S., 2017, In : Journal of Information Processing Systems. 13, 1, p. 8-25 18 p.

Research output: Contribution to journalArticle

Feedback
Patient rehabilitation
Fusion reactions
Bandwidth
Processing
5 Citations (Scopus)

Converging and emerging threats to health security

Raina Macintyre, C., Engells, T. E., Scotch, M., Heslop, D. J., Gumel, A., Poste, G., Chen, X., Herche, W., Steinhöfel, K., Lim, S. & Broom, A., Nov 27 2017, (Accepted/In press) In : Environment Systems and Decisions. p. 1-10 10 p.

Research output: Contribution to journalArticle

biological weapon
regulatory framework
Cold War
medicine
health care
33 Citations (Scopus)

Deep hashing network for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Eusebio, J., Chakraborty, S. & Panchanathan, S., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 5385-5394 10 p.

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

Learning algorithms
Computer vision
Learning systems
Personnel
Deep neural networks
14 Citations (Scopus)
Learning Systems
Computer Vision
Computer vision
Learning systems
Transfer Learning
46 Citations (Scopus)

Future cancer research priorities in the USA: a Lancet Oncology Commission

Jaffee, E. M., Dang, C. V., Agus, D. B., Alexander, B. M., Anderson, K. C., Ashworth, A., Barker, A., Bastani, R., Bhatia, S., Bluestone, J. A., Brawley, O., Butte, A. J., Coit, D. G., Davidson, N. E., Davis, M., DePinho, R. A., Diasio, R. B., Draetta, G., Frazier, A. L., Futreal, A. & 34 others, Gambhir, S. S., Ganz, P. A., Garraway, L., Gerson, S., Gupta, S., Heath, J., Hoffman, R. I., Hudis, C., Hughes-Halbert, C., Ibrahim, R., Jadvar, H., Kavanagh, B., Kittles, R., Le, Q. T., Lippman, S. M., Mankoff, D., Mardis, E. R., Mayer, D. K., McMasters, K., Meropol, N. J., Mitchell, B., Naredi, P., Ornish, D., Pawlik, T. M., Peppercorn, J., Pomper, M. G., Raghavan, D., Ritchie, C., Schwarz, S. W., Sullivan, R., Wahl, R., Wolchok, J. D., Wong, S. L. & Yung, A., Nov 1 2017, In : The Lancet. Oncology. 18, 11, p. e653-e706

Research output: Contribution to journalReview article

Research
Neoplasms
Precision Medicine
Radiation Oncology
National Cancer Institute (U.S.)
1 Citation (Scopus)

Model selection with nonlinear embedding for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Chakraborty, S., McDaniel, T. & Panchanathan, S., Jan 1 2017, WS-17-01: Artificial Intelligence and Operations Research for Social Good; WS-17-02: Artificial Intelligence, Ethics, and Society; WS-17-03: Artificial Intelligence for Connected and Automated Vehicles; WS-17-04: Artificial Intelligence for Cyber Security; WS-17-05: Artificial Intelligence for Smart Grids and Buildings; WS-17-06: Computer Poker and Imperfect Information Games; WS-17-07: Crowdsourcing, Deep Learning and Artificial Intelligence Agents; WS-17-08: Distributed Machine Learning; WS-17-09: Joint Workshop on Health Intelligence; WS-17-10: Human-Aware Artificial Intelligence; WS-17-11: Human-Machine Collaborative Learning; WS-17-12: Knowledge-Based Techniques for Problem Solving and Reasoning; WS-17-13: Plan, Activity, and Intent Recognition; WS-17-14: Symbolic Inference and Optimization; WS-17-15: What's Next for AI in Games?. AI Access Foundation, Vol. WS-17-01 - WS-17-15. p. 774-780 7 p.

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

Mathematical transformations
Classifiers
Sampling
13 Citations (Scopus)

Plasma Exosome Profiling of Cancer Patients by a Next Generation Systems Biology Approach

Domenyuk, V., Zhong, Z., Stark, A., Xiao, N., O'Neill, H. A., Wei, X., Wang, J., Tinder, T. T., Tonapi, S., Duncan, J., Hornung, T., Hunter, A., Miglarese, M. R., Schorr, J., Halbert, D. D., Quackenbush, J., Poste, G., Berry, D. A., Mayer, G., Famulok, M. & 1 others, Spetzler, D., Feb 20 2017, In : Scientific Reports. 7, 42741.

Research output: Contribution to journalArticle

Exosomes
Systems Biology
Oligodeoxyribonucleotides
Ligands
Neoplasms
1 Citation (Scopus)

SmartGym: An anticipatory system to detect body compliance during rehabilitative exercise

Tadayon, A., Tadayon, R., McDaniel, T. & Panchanathan, S., 2017, Universal Access in Human-Computer Interaction: Human and Technological Environments - 11th International Conference, UAHCI 2017 Held as Part of HCI International 2017, Proceedings. Springer Verlag, Vol. 10279 LNCS. p. 98-107 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10279 LNCS).

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

Compliance
Patient rehabilitation
Exercise
Feedback
Rehabilitation
3 Citations (Scopus)

Smart stadium for smarter living: Enriching the fan experience

Panchanathan, S., Chakraborty, S., McDaniel, T., Bunch, M., O'Connor, N., Little, S., McGuinness, K. & Marsden, M., Jan 18 2017, Proceedings - 2016 IEEE International Symposium on Multimedia, ISM 2016. Institute of Electrical and Electronics Engineers Inc., p. 152-157 6 p. 7823604

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

Stadiums
Fans
Sun
Scalability
Sustainable development
4 Citations (Scopus)

The path forward: 2015 International Children's Tumor Foundation conference on neurofibromatosis type 1, type 2, and schwannomatosis

Blakeley, J. O., Bakker, A., Barker, A., Clapp, W., Ferner, R., Fisher, M. J., Giovannini, M., Gutmann, D. H., Karajannis, M. A., Kissil, J. L., Legius, E., Lloyd, A. C., Packer, R. J., Ramesh, V., Riccardi, V. M., Stevenson, D. A., Ullrich, N. J., Upadhyaya, M. & Stemmer-Rachamimov, A., Jun 1 2017, In : American Journal of Medical Genetics, Part A. 173, 6, p. 1714-1721 8 p.

Research output: Contribution to journalArticle

Neurofibromatosis 2
Neurofibromatosis 1
Neurofibromatoses
Neoplasms
Drug Industry
1 Citation (Scopus)

Transfer of multimodal emotion features in deep belief networks

Ranganathan, H., Chakraborty, S. & Panchanathan, S., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 449-453 5 p. 7869079

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

Bayesian networks
2016
2 Citations (Scopus)

A multimodal gamified platform for real-time user feedback in sports performance

Monaghan, D., Honohan, F., Ahmadi, A., McDaniel, T., Tadayon, R., Karpur, A., Moran, K., O'Connor, N. E. & Panchanathan, S., Oct 1 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 708-710 3 p.

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

Sports
Feedback
Gyroscopes
Sensors
Graphical user interfaces
1 Citation (Scopus)

Autonomous training assistant: A System and framework for guided at-home motor learning

Tadayon, R., McDaniel, T. & Panchanathan, S., Oct 23 2016, ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 293-294 2 p.

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

Feedback
Costs
7 Citations (Scopus)

Bringing together social-ecological system and territoire concepts to explore nature-society dynamics

Barreteau, O., Giband, D., Schoon, M., Cerceau, J., DeClerck, F., Ghiotti, S., James, T., Masterson, V. A., Mathevet, R., Rode, S., Ricci, F. & Therville, C., Dec 1 2016, In : Ecology and Society. 21, 4, 42.

Research output: Contribution to journalArticle

sustainability
ecology
society
geography
1 Citation (Scopus)

Efficient approximate solutions to mutual information based global feature selection

Demakethepalli Venkateswara, H., Lade, P., Lin, B., Ye, J. & Panchanathan, S., Jan 5 2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January. p. 1009-1014 6 p. 7373427

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

Feature extraction
Classifiers
1 Citation (Scopus)

Haptic Mirror: A platform for active exploration of facial expressions and social interaction by individuals who are blind

Yasmin, S. & Panchanathan, S., Dec 3 2016, Proceedings - VRCAI 2016: 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry. Association for Computing Machinery, Inc, Vol. 1. p. 319-329 11 p.

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

Mirrors
Substitution reactions
4 Citations (Scopus)

Institutions and government efficiency: Decentralized irrigation management in China

Chai, Y. & Schoon, M., 2016, In : International Journal of the Commons. 10, 1, p. 21-44 24 p.

Research output: Contribution to journalArticle

irrigation
water
efficiency
China
management

Introduction to the Issue on Person-Centered Signal Processing for Assistive, Rehabilitative, and Wearable Health Technologies

Panchanathan, S., Cook, D. J., Oconnor, N. E., Mandal, M. & Kankanhalli, M., Aug 1 2016, In : IEEE Journal on Selected Topics in Signal Processing. 10, 5, p. 829-831 3 p., 7520656.

Research output: Contribution to journalEditorial

Signal processing
Health
26 Citations (Scopus)

Multimodal emotion recognition using deep learning architectures

Ranganathan, H., Chakraborty, S. & Panchanathan, S., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477679

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

Bayesian networks
Computer vision
Deep learning
1 Citation (Scopus)

Nonlinear embedding transform for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., 2016, Computer Vision – ECCV 2016 Workshops, Proceedings. Springer Verlag, Vol. 9915 LNCS. p. 451-457 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9915 LNCS).

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

Mathematical transformations
Transform
Data Distribution
Comprehensive Evaluation
Classifiers
2 Citations (Scopus)

Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications

Panchanathan, S., Chakraborty, S., McDaniel, T. & Tadayon, R., Jul 1 2016, In : IEEE Multimedia. 23, 3, p. 12-19 8 p., 7535120.

Research output: Contribution to journalReview article

7 Citations (Scopus)

Prioritization schema for immunotherapy clinical trials in glioblastoma

Hodges, T. R., Ferguson, S. D., Caruso, H. G., Kohanbash, G., Zhou, S., Cloughesy, T. F., Berger, M. S., Poste, G., Khasraw, M., Ba, S., Jiang, T., Mikkelson, T., Yung, W. K. A., de Groot, J. F., Fine, H., Cantley, L. C., Mellinghoff, I. K., Mitchell, D. A., Okada, H. & Heimberger, A. B., May 16 2016, (Accepted/In press) In : OncoImmunology.

Research output: Contribution to journalArticle

Glioblastoma
Immunotherapy
Clinical Trials
Hope
Therapeutics
Genome
Neoplasms
Breast Neoplasms
Atlases
Chromosome Aberrations

Regularized supervised topic model for continuous emotion analysis

Lade, P., Demakethepalli Venkateswara, H. & Panchanathan, S., Mar 2 2016, Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015. Institute of Electrical and Electronics Engineers Inc., p. 739-744 6 p. 7424409

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

Regression analysis
Feature extraction
Statistical Models
Predictive analytics
10 Citations (Scopus)
Economics
Communication
Problem-Based Learning
3 Citations (Scopus)

The challenges and opportunities of transboundary cooperation through the lens of the east carpathians biosphere reserve

Taggart-Hodge, T. D. & Schoon, M., Dec 1 2016, In : Ecology and Society. 21, 4, 29.

Research output: Contribution to journalArticle

transboundary cooperation
protected area
ecosystem
UNESCO
traditional knowledge