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+ | ===== 2022 ===== | ||
+ | * Al-Sa’d, Mohammad, Serkan Kiranyaz, Iftikhar Ahmad, Christian Sundell, Matti Vakkuri, and Moncef Gabbouj. 2022. "A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras" | ||
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+ | * Shreeraj Jadhav, Gaofeng Deng, Marlene Zawin, Arie E. Kaufman. COVID-view: Diagnosis of COVID-19 using Chest CT. 2022. IEEE transactions on visualization and computer graphics. vol. 28. 2160-9306. | ||
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+ | * Hu P, Boorboor S, Marino J, Kaufman AE. Geometry-Aware Planar Embedding of Treelike Structures. IEEE Trans Vis Comput Graph. 2022 Feb 25;PP. doi: 10.1109/ | ||
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+ | * Lee, Jenny H., Darius Coelho, and Klaus Mueller. 2022. " | ||
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+ | * Ivan D. Chase, Darius Coelho, Won Lee, Klaus Mueller, James P. Curley, Networks never rest: An investigation of network evolution in three species of animals, Social Networks, Volume 68, 2022, Pages 356-373, ISSN 0378-8733, https:// | ||
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+ | * Foran DJ, Durbin EB, Chen W, Sadimin E, Sharma A, Banerjee I, Kurc T, Li N, Stroup AM, Harris G, Gu A, Schymura M, Gupta R, Bremer E, Balsamo J, DiPrima T, Wang F, Abousamra S, Samaras D, Hands I, Ward K, Saltz JH. An expandable informatics framework for enhancing central cancer registries with digital pathology specimens, computational imaging tools, and advanced mining capabilities. J Pathol Inform 2022;13:5. https:// | ||
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+ | * Z. Yang, M. Bastan, X. Zhu, D. Gray and D. Samaras, " | ||
===== 2021 ===== | ===== 2021 ===== | ||
+ | * Sohrab, Fahad, Alexandros Iosifidis, Moncef Gabbouj, and Jenni Raitoharju. " | ||
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+ | * Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, and Moncef Gabbouj, “Multimodal Subspace Support Vector Data Description, | ||
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+ | * Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj and C.-C. Jay Kuo, “AnomalyHop: | ||
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+ | * M. Ahishali, M. Yamac, S. Kiranyaz, and M. Gabbouj, “Representation Based Regression for Object Distance Estimation, | ||
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+ | * Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, and Moncef Gabbouj, 2021, July. Monte Carlo Dropout Ensembles for Robust Illumination Estimation. In IJCNN, 2021. | ||
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+ | * Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, and Moncef Gabbouj. " | ||
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+ | * Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, and Moncef Gabbouj, " | ||
* Langevin, Alex; Cody, Tyler; Adams, Stephen; Beling, Peter. Generative adversarial networks for data augmentation and transfer in credit card fraud detection Journal of the Operational Research Society. ISSN: 0160-5682. Pages 1-28. January 2021. https:// | * Langevin, Alex; Cody, Tyler; Adams, Stephen; Beling, Peter. Generative adversarial networks for data augmentation and transfer in credit card fraud detection Journal of the Operational Research Society. ISSN: 0160-5682. Pages 1-28. January 2021. https:// | ||
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+ | * ElSaadani M, Habib E, Abdelhameed AM and Bayoumi M. 2021. Assessment of a Spatiotemporal Deep Learning Approach for Soil Moisture Prediction and Filling the Gaps in Between Soil Moisture Observations. Frontiers in Artificial Intelligence. 4:636234. doi: 10.3389/ | ||
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+ | * Katragadda, S., Gottumukkala, | ||
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+ | * Katragadda, S., Gottumukkala, | ||
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+ | * S. Boorboor, S. Mathew, M. Ananth, D. Talmage, L. W. Role and A. E. Kaufman, " | ||
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+ | * Naoya Inoue, Harsh Trivedi, Steven Sinha, Niranjan Balasubramanian, | ||
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+ | * K. Mueller and D. Bowman, " | ||
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+ | * C.S. Richard Chan, Charuta Pethe, Steven Skiena, Natural language processing versus rule-based text analysis: Comparing BERT score and readability indices to predict crowdfunding outcomes, Journal of Business Venturing Insights, Volume 16, 2021, e00276, ISSN 2352-6734, https:// | ||
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+ | * Ghai, Bhavya, and Mueller, Klaus. Fluent: An AI Augmented Writing Tool for People who Stutter. The 23rd International ACM SIGACCESS Conference on Computers and Accessibility. doi: | ||
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+ | * Mathew S., Nadeem S., Kaufman A. (2021) FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy Videos. In: de Bruijne M. et al. (eds) Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. MICCAI 2021. Lecture Notes in Computer Science, vol 12903. Springer, Cham. https:// | ||
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+ | * R. Wang and G. Zheng, " | ||
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+ | * V. Tran, N. Balasubramanian and M. Hoai, " | ||
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+ | * Giorgi, Salvatore, Nguyen, Khoa Le, Eichstaedt, Johannes C., Kern, Margaret L., Yaden, David. B., Kosinski, Michal, Seligman, Martin E., Ungar, Lyle H., Schwartz, H. Andrew, and Park, Gregory. Regional personality assessment through social media language. Journal of Personality. 2021. doi: | ||
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+ | * Ayush Kumar, Bharat Goel, Keshav Rajupet Premkumar, Michael Burch, and Klaus Mueller. 2021. EyeFIX: An Interactive Visual Analytics Interface for Eye Movement Analysis. The 14th International Symposium on Visual Information Communication and Interaction. Association for Computing Machinery, New York, NY, USA, Article 7, 1–5. DOI: https:// | ||
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+ | * P. Ghahremani, S. Boorboor, P. Mirhosseini, | ||
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+ | * Hieu Le, Dimitris Samaras, Heather J. Lynch. A convolutional neural network architecture designed for the automated survey of seabird colonies. Remote Sensing in Ecology and Conservation. 2021. https:// | ||
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+ | * Anjul Tyagi, Jian Zhao. User-Centric Semi-Automated Infographics Authoring and Recommendation. ArXivorg. 2021. 2331-8422. | ||
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+ | * Santiago Vargas, Rebecca Drucker, Aiswarya Renganathan, | ||
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+ | * Isabella Bouklas, Giselle Ferguson, Giancarlo Pasquini, Huy Vu, Mohammadzaman Zamani, Ruixue Zhaoyang, Stacey Scott, H Andrew Schwartz, Using Ecological and Twitter-Based Assessments to Examine Impacts in Temporal and Community Context, Innovation in Aging, Volume 5, Issue Supplement_1, | ||
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+ | * Parmida Ghahremani, Yanyun Li, Arie Kaufman, Rami Vanguri, Noah Greenwald, Michael Angelo, Travis J. Hollmann, Saad Nadeem. Deep Learning-Inferred Multiplex ImmunoFluorescence for IHC Image Quantification. bioRxiv 2021.05.01.442219; | ||
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+ | * Z. Wei et al., " | ||
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+ | * Himelein-Wachowiak M, Giorgi S, Devoto A, Rahman M, Ungar L, Schwartz HA, Epstein DH, Leggio L, Curtis B. Bots and Misinformation Spread on Social Media: Implications for COVID-19. J Med Internet Res 2021; | ||
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+ | * Heeyoung Kwon, Nathanael Chambers, and Niranjan Balasubramanian. 2021. Toward Diverse Precondition Generation. In Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, pages 160–172, Online. Association for Computational Linguistics. DOI: 10.18653/ | ||
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+ | * L. Hou, T. F. Y. Vicente, M. Hoai and D. Samaras, "Large Scale Shadow Annotation and Detection Using Lazy Annotation and Stacked CNNs," in IEEE Transactions on Pattern Analysis and Machine Intelligence, | ||
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+ | * Youngseo Son, H Andrew Schwartz. Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media. ArXivorg. 2021. https:// | ||
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+ | * Hu, X; Wang, Y; Fuxin, L; Samaras, D; Chen, C. Topology-Aware Segmentation Using Discrete Morse Theory. 2021. ICLR. https:// | ||
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+ | * Zhi Li, Maozheng Zhao, Yifan Wang, Sina Rashidian, Furqan Baig, Rui Liu, Wanyu Liu, Michel Beaudouin-Lafon, | ||
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+ | * BayesGaze: A Bayesian Approach to Eye-Gaze Based Target Selection. Proceedings of Graphics. Interface 2021: Virtual Event, 28 - 29 May 2021, 231 - 240. DOI https:// | ||
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+ | * S. Mathew, S. Nadeem and A. Kaufman, " | ||
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+ | * K. Mueller and D. Bowman, " | ||
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+ | * Wenzhe Cui, Suwen Zhu, Zhi Li, Zheer Xu, Xing-Dong Yang, IV Ramakrishnan, | ||
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+ | * Bhavya Ghai, Md Naimul Hoque, and Klaus Mueller. 2021. WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings. Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, New York, NY, USA, Article 429, 1–7. DOI: https:// | ||
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+ | * J. H. Park, S. Nadeem, S. Boorboor, J. Marino and A. Kaufman, "CMed: Crowd Analytics for Medical Imaging Data," in IEEE Transactions on Visualization and Computer Graphics, vol. 27, no. 6, pp. 2869-2880, 1 June 2021, doi: 10.1109/ | ||
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+ | * Son, Y., Clouston, S., Kotov, R., Eichstaedt, J., Bromet, E., Luft, B., & Schwartz, H. (2021). World Trade Center responders in their own words: Predicting PTSD symptom trajectories with AI-based language analyses of interviews. Psychological Medicine, 1-9. doi: | ||
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+ | * Sudhir Suman, Gagandeep Singh, Nicole Sakla, Rishabh Gattu, Jeremy Green, Tej Phatak, Dimitris Samaras, Prateek Prasanna. Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms. International Conference on Medical Image Computing and Computer-Assisted Intervention. 2021. DOI: https:// | ||
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+ | * Wei Su, Yifei Liu, Gomathi Ganesan, Gerard Holzmann, Scott Smolka, Erez Zadok, and Geoff Kuenning. 2021. Model-Checking Support for File System Development. In Proceedings of the 13th ACM Workshop on Hot Topics in Storage and File Systems (HotStorage '21). Association for Computing Machinery, New York, NY, USA, 103–110. DOI: https:// | ||
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+ | * Ibrahim Umit Akgun, Ali Selman Aydin, Aadil Shaikh, Lukas Velikov, and Erez Zadok. 2021. A Machine Learning Framework to Improve Storage System Performance. In Proceedings of the 13th ACM Workshop on Hot Topics in Storage and File Systems (HotStorage '21). Association for Computing Machinery, New York, NY, USA, 94–102. DOI: https:// | ||
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+ | * Eichstaedt, J. C., Kern, M. L., Yaden, D. B., Schwartz, H. A., Giorgi, S., Park, G., Hagan, C. A., Tobolsky, V. A., Smith, L. K., Buffone, A., Iwry, J., Seligman, M. E. P., & Ungar, L. H. (2021). Closed- and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations. Psychological Methods, 26(4), 398–427. https:// | ||
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+ | * Tianchu Ji, Shraddhan Jain, Michael Ferdman, Peter Milder, H. Andrew Schwartz, and Niranjan Balasubramanian. 2021. On the Distribution, | ||
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+ | * Xingzhi Guo, Baojian Zhou, Steven Skiena. Subset Node Representation Learning over Large Dynamic Graphs. 2021. Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. | ||
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+ | * Do, N., Truong, D., Nguyen, D., Hoai, M., Pham, C. Self-controlling photonic-on-chip networks with deep reinforcement learning. Sci Rep 11, 23151 (2021). https:// | ||
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+ | * A. Chatziagapi, | ||
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+ | * S. F. Sultan, L. Mujica-Parodi and S. Skiena, " | ||
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+ | * Chen, Y., Yang, Z., Ahn, S., Samaras, D., Hoai, M., Zelinsky, G. COCO-Search18 fixation dataset for predicting goal-directed attention control. Sci Rep 11, 8776 (2021). https:// | ||
===== 2020 ===== | ===== 2020 ===== | ||
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+ | * Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, and Moncef Gabbouj, " | ||
* Sekhon, Jasmine; Fleming, Cody. A Spatially and Temporally Attentive Joint Trajectory Prediction Framework for Modeling Vessel Intent Proceedings of the 2nd Conference on Learning for Dynamics and Control. Pages 318-327. January 2020. | * Sekhon, Jasmine; Fleming, Cody. A Spatially and Temporally Attentive Joint Trajectory Prediction Framework for Modeling Vessel Intent Proceedings of the 2nd Conference on Learning for Dynamics and Control. Pages 318-327. January 2020. | ||
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* Sun, Q; Huang, F; Wei, L; Luebke, D; Kaufman, A; Kim, J. Eccentricity effects on blur and depth perception Optics express. Vol 28. Issue 5. Pages 6734-6739. ISSN 1094-4087. March 2020. | * Sun, Q; Huang, F; Wei, L; Luebke, D; Kaufman, A; Kim, J. Eccentricity effects on blur and depth perception Optics express. Vol 28. Issue 5. Pages 6734-6739. ISSN 1094-4087. March 2020. | ||
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* Mathew, S.; Nadeem, S; Kumari, S; Kaufman, A. Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image Translation IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 4696-4705. June 2020. | * Mathew, S.; Nadeem, S; Kumari, S; Kaufman, A. Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image Translation IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 4696-4705. June 2020. | ||
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* Sial, H. Light Direction and Color Estimation from Single Image with Deep Regression London Imaging Meeting, 2020. July 2020. | * Sial, H. Light Direction and Color Estimation from Single Image with Deep Regression London Imaging Meeting, 2020. July 2020. | ||
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* Das, S.; Sial, H Ma; Baldrich, R.; Vanrell, M.; Samaras, D. Intrinsic Decomposition of Document Images In-the-Wild British Machine Vision Conference (BMVC). July 2020. | * Das, S.; Sial, H Ma; Baldrich, R.; Vanrell, M.; Samaras, D. Intrinsic Decomposition of Document Images In-the-Wild British Machine Vision Conference (BMVC). July 2020. | ||
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* Dmitriev, K; Kaufman, A. Holistic Analysis of Abdominal CT for Predicting the Grade of Dysplasia of Pancreatic Lesions International Conference on Medical Image Computing and Computer-Assisted Intervention. October 2020. | * Dmitriev, K; Kaufman, A. Holistic Analysis of Abdominal CT for Predicting the Grade of Dysplasia of Pancreatic Lesions International Conference on Medical Image Computing and Computer-Assisted Intervention. October 2020. | ||
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* Coelho, Darius; Trailor, Rubin; Sill, Daniel; Engle, Sophie; Joshi, Alark; Mankovskii, Serge; Velez-Rojas, | * Coelho, Darius; Trailor, Rubin; Sill, Daniel; Engle, Sophie; Joshi, Alark; Mankovskii, Serge; Velez-Rojas, | ||
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* Jadhav, S.; Dmitriev, K.; Marino, J.; Kaufman, A. 3D Virtual Pancreatography IEEE transactions on visualization and computer graphics. ISSN: 1941-0506. October 2020. | * Jadhav, S.; Dmitriev, K.; Marino, J.; Kaufman, A. 3D Virtual Pancreatography IEEE transactions on visualization and computer graphics. ISSN: 1941-0506. October 2020. | ||
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* Narasimhaswamy, | * Narasimhaswamy, | ||
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* Quarmley, Megan; Yang, Zhibo; Athar, Shahrukh; Zelinksy, Gregory; Samaras, Dimitris; Jarcho, Johanna M. Nonverbal Behavioral Patterns Predict Social Rejection Elicited Aggression Ap-plied Multimodal Affect Recognition Workshop (AMAR). Pages 557-561. November 2020. https:// | * Quarmley, Megan; Yang, Zhibo; Athar, Shahrukh; Zelinksy, Gregory; Samaras, Dimitris; Jarcho, Johanna M. Nonverbal Behavioral Patterns Predict Social Rejection Elicited Aggression Ap-plied Multimodal Affect Recognition Workshop (AMAR). Pages 557-561. November 2020. https:// | ||
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* Athar, S.; Shu, Z; Samaras, D. Self-supervised Deformation Modeling for Facial Expression Editing IEEE International Conference on Automatic Face and Gesture Recognition. November 12, 2020. | * Athar, S.; Shu, Z; Samaras, D. Self-supervised Deformation Modeling for Facial Expression Editing IEEE International Conference on Automatic Face and Gesture Recognition. November 12, 2020. | ||
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* ElSaadani, M.; Habib, E.; Abdelhameed A.M.; and Bayoumi, M. Soil moisture Modeling and Forecasting using Spatiotemporal Machine Learning-Based Models AGU Fall Conference. Virtual Poster Presentation. December 2020. | * ElSaadani, M.; Habib, E.; Abdelhameed A.M.; and Bayoumi, M. Soil moisture Modeling and Forecasting using Spatiotemporal Machine Learning-Based Models AGU Fall Conference. Virtual Poster Presentation. December 2020. | ||
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* Darius Coelho, Ivan Chase, Klaus Mueller. PeckVis: A Visual Analytics Tool to Analyze Dominance Hierarchies in Small Groups. IEEE Transactions on Visualization and Computer Graphics. February 2020. DOI: 10.1109/ | * Darius Coelho, Ivan Chase, Klaus Mueller. PeckVis: A Visual Analytics Tool to Analyze Dominance Hierarchies in Small Groups. IEEE Transactions on Visualization and Computer Graphics. February 2020. DOI: 10.1109/ | ||
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* F. Sohrab, J. Raitoharju, A. Iosifidis and M. Gabbouj. Ellipsoidal Subspace Support Vector Data Description. IEEE Access. vol. 8, pp. 122013-122025. 2020. doi: 10.1109/ | * F. Sohrab, J. Raitoharju, A. Iosifidis and M. Gabbouj. Ellipsoidal Subspace Support Vector Data Description. IEEE Access. vol. 8, pp. 122013-122025. 2020. doi: 10.1109/ | ||
- | ====== 2019 ====== | + | ===== 2019 ===== |
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* Adams, Stephen; Greenspan, Steven; Velez-Rojas, | * Adams, Stephen; Greenspan, Steven; Velez-Rojas, | ||
- | ==== 2018 ==== | + | ===== 2018 ===== |
* Bo Song, Jianliang Gao. Aligning Multiple PPI Networks with Representation Learning on Networks. 2018 IEEE BIBM Conference Proceeding. 2018. Retrieved from http:// | * Bo Song, Jianliang Gao. Aligning Multiple PPI Networks with Representation Learning on Networks. 2018 IEEE BIBM Conference Proceeding. 2018. Retrieved from http:// |