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ORCIDAlexandru C. Telea
Alexandru Cristian Telea
Person information
- affiliation: Utrecht University, Department of Information and Computing Sciences, The Netherlands
- affiliation: University of Groningen, Department of Mathematics and Computing Science, The Netherlands
- affiliation (PhD 2000): Eindhoven University of Technology, Department of Computer Science, The Netherlands
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2020 – today
- 2024
[j100]Julian Thijssen, Zonglin Tian, Alexandru Cristian Telea
:
Interactive tools for explaining multidimensional projections for high-dimensional tabular data. Comput. Graph. 122: 103987 (2024)- [j99]Barbara Caroline Benato, Cristian Grosu, Alexandre X. Falcão, Alexandru C. Telea:
Human-in-the-loop: Using classifier decision boundary maps to improve pseudo labels. Comput. Graph. 124: 104062 (2024) - [j98]Alister Machado, Alexandru C. Telea, Michael Behrisch:
Controlling the scatterplot shapes of 2D and 3D multidimensional projections. Comput. Graph. 124: 104093 (2024) - [j97]Xingyu Ye, Xiaokun Wang, Yanrui Xu, Jirí Kosinka, Alexandru C. Telea, Lihua You, Jian Jun Zhang, Jian Chang:
Monte Carlo Vortical Smoothed Particle Hydrodynamics for Simulating Turbulent Flows. Comput. Graph. Forum 43(2): i-iii (2024) - [j96]Alister Machado, Michael Behrisch, Alexandru C. Telea:
Exploring Classifiers with Differentiable Decision Boundary Maps. Comput. Graph. Forum 43(3) (2024) - [j95]Simon van Wageningen, Tamara Mchedlidze, Alexandru C. Telea:
An Experimental Evaluation of Viewpoint-Based 3D Graph Drawing. Comput. Graph. Forum 43(3) (2024) - [j94]Angelos Chatzimparmpas, Rafeal M. Martins, Alexandru C. Telea, Andreas Kerren:
DeforestVis: Behaviour Analysis of Machine Learning Models with Surrogate Decision Stumps. Comput. Graph. Forum 43(6) (2024) - [j93]Yalan Zhang, S. Long, Yanrui Xu, Xiaokun Wang, Chao Yao, Jirí Kosinka, Steffen Frey, Alexandru C. Telea, Xiaojuan Ban:
Multiphase Viscoelastic Non-Newtonian Fluid Simulation. Comput. Graph. Forum 43(8): i-ix (2024) - [j92]Xiaokun Wang, Yanrui Xu, Sinuo Liu, Bo Ren, Jirí Kosinka, Alexandru C. Telea, Jiamin Wang, Chongming Song, Jian Chang, Chenfeng Li, Jian Jun Zhang, Xiaojuan Ban:
Physics-based fluid simulation in computer graphics: Survey, research trends, and challenges. Comput. Vis. Media 10(5): 803-858 (2024) - [j91]Alexandru C. Telea, Alister Machado, Yu Wang:
Seeing is Learning in High Dimensions: The Synergy Between Dimensionality Reduction and Machine Learning. SN Comput. Sci. 5(3): 279 (2024) - [j90]Basak Oral, Pierre Dragicevic, Alexandru C. Telea, Evanthia Dimara:
Decoupling Judgment and Decision Making: A Tale of Two Tails. IEEE Trans. Vis. Comput. Graph. 30(10): 6928-6940 (2024) - [c162]Yu Wang, Alexandru C. Telea:
Fundamental Limitations of Inverse Projections and Decision Maps. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP 2024: 571-582 - 2023
- [j89]Yu Wang, Alister Machado, Alexandru C. Telea:
Quantitative and Qualitative Comparison of Decision-Map Techniques for Explaining Classification Models. Algorithms 16(9): 438 (2023) - [j88]Jian Chang, Xiaokun Wang, Alexandru C. Telea, Jirí Kosinka, Feng Tian, Xiaojuan Ban, Jian-Jun Zhang:
Foreword to AniNex workshop 2022. Comput. Graph. 111: 4- (2023) - [j87]Barbara Caroline Benato, Alexandre X. Falcão, Alexandru C. Telea:
Measuring the quality of projections of high-dimensional labeled data. Comput. Graph. 116: 287-297 (2023) - [j86]Stef van den Elzen, Gennady L. Andrienko, Natalia V. Andrienko, Brian D. Fisher, Rafael Messias Martins, Jaakko Peltonen, Alexandru C. Telea, Michel Verleysen:
The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications. IEEE Computer Graphics and Applications 43(2): 78-88 (2023) - [j85]Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão:
Deep feature annotation by iterative meta-pseudo-labeling on 2D projections. Pattern Recognit. 141: 109649 (2023) - [j84]Artur A. M. Oliveira, Mateus Espadoto, Roberto Hirata Jr., Alexandru C. Telea:
Stability Analysis of Supervised Decision Boundary Maps. SN Comput. Sci. 4(3): 226 (2023) - [j83]Mateus Espadoto, Francisco Caio M. Rodrigues, Nina S. T. Hirata, Alexandru C. Telea:
Visualizing High-Dimensional Functions with Dense Maps. SN Comput. Sci. 4(3): 230 (2023) - [j82]Mateus Espadoto, Youngjoo Kim, Scott C. Trager, Jos B. T. M. Roerdink, Alexandru C. Telea:
Stabilizing and Simplifying Sharpened Dimensionality Reduction Using Deep Learning. SN Comput. Sci. 4(3): 244 (2023) - [j81]Mateus Espadoto, Gabriel Appleby, Ashley Suh, Dylan Cashman, Mingwei Li, Carlos Scheidegger, Erik W. Anderson, Remco Chang, Alexandru C. Telea:
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data. IEEE Trans. Vis. Comput. Graph. 29(2): 1559-1572 (2023) - [c161]Xiaying Liu, Ping Yang, Alexandru C. Telea, Jirí Kosinka, Zizhao Wu:
PCCNet: A Few-Shot Patch-Wise Contrastive Colorization Network. CGI 2023: 349-361 - [c160]Alister Machado, Alexandru C. Telea, Michael Behrisch:
ShaRP: Shape-Regularized Multidimensional Projections. EuroVA@EuroVis 2023: 1-6 - [c159]Julian Thijssen, Zonglin Tian, Alexandru C. Telea:
Scaling Up the Explanation of Multidimensional Projections. EuroVA@EuroVis 2023: 61-66 - [c158]Alexandru C. Telea:
Beyond the Third Dimension: How Multidimensional Projections and Machine Learning Can Help Each Other. VISIGRAPP 2023: 5-16 - [c157]Wouter Castelein, Zonglin Tian, Tamara Mchedlidze, Alexandru C. Telea:
Viewpoint-Based Quality for Analyzing and Exploring 3D Multidimensional Projections. VISIGRAPP (3: IVAPP) 2023: 65-76 - [c156]Yanrui Xu, Xiaokun Wang, Jiamin Wang, Chongming Song, Tiancheng Wang, Yalan Zhang, Jian Chang, Jian-Jun Zhang, Jirí Kosinka, Alexandru C. Telea, Xiaojuan Ban:
An Implicitly Stable Mixture Model for Dynamic Multi-fluid Simulations. SIGGRAPH Asia 2023: 6:1-6:11 - [c155]Barbara Caroline Benato, Alexandre Xavier Falcão, Alexandru Cristian Telea:
Linking Data Separation, Visual Separation, and Classifier Performance Using Pseudo-labeling by Contrastive Learning. VISIGRAPP (5: VISAPP) 2023: 315-324 - [c154]Alexandru C. Telea:
Keynote: In Varietate Concordia: How Software Visualization and Information Visualization Have Evolved From, Around, and Along Each Other. VISSOFT 2023: xi - [c153]Simon van Wageningen, Tamara Mchedlidze, Alexandru C. Telea:
Identifying Cluttering Edges in Near-Planar Graphs. EuroVis (Short Papers) 2023: 85-89 - [i17]Barbara Caroline Benato, Alexandre Xavier Falcão, Alexandru Cristian Telea:
Linking data separation, visual separation, and classifier performance using pseudo-labeling by contrastive learning. CoRR abs/2302.02663 (2023) - [i16]Angelos Chatzimparmpas, Rafael Messias Martins, Alexandru C. Telea, Andreas Kerren:
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps. CoRR abs/2304.00133 (2023) - [i15]Simon van Wageningen, Tamara Mchedlidze, Alexandru C. Telea:
Identifying Cluttering Edges in Near-Planar Graphs. CoRR abs/2304.07274 (2023) - [i14]Alister Machado, Alexandru C. Telea, Michael Behrisch:
ShaRP: Shape-Regularized Multidimensional Projections. CoRR abs/2306.00554 (2023) - [i13]Basak Oral, Pierre Dragicevic, Alexandru C. Telea, Evanthia Dimara:
Decoupling Judgment and Decision Making: A Tale of Two Tails. CoRR abs/2312.12921 (2023) - 2022
- [j80]Jieying Wang, Dennis José da Silva, Jirí Kosinka, Alexandru C. Telea, Ronaldo Fumio Hashimoto, Jos B. T. M. Roerdink:
Interactive image manipulation using morphological trees and spline-based skeletons. Comput. Graph. 108: 61-73 (2022) - [j79]Gabriel Appleby, Mateus Espadoto, Rui Chen, Samuel Goree, Alexandru C. Telea, Erik W. Anderson, Remco Chang:
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters. Comput. Graph. Forum 41(3): 169-181 (2022) - [j78]Haoran Wang, Jiaxin Li, Alexandru C. Telea, Jirí Kosinka, Zizhao Wu:
USTNet: Unsupervised Shape-to-Shape Translation via Disentangled Representations. Comput. Graph. Forum 41(7): 141-152 (2022) - [j77]Youngjoo Kim, Alexandru C. Telea, Scott C. Trager, Jos B. T. M. Roerdink:
Visual cluster separation using high-dimensional sharpened dimensionality reduction. Inf. Vis. 21(3): 197-219 (2022) - [c152]Youngjoo Kim, Mateus Espadoto, Scott C. Trager, Jos B. T. M. Roerdink, Alexandru C. Telea:
SDR-NNP: Sharpened Dimensionality Reduction with Neural Networks. VISIGRAPP (3: IVAPP) 2022: 63-76 - [c151]Artur A. M. Oliveira, Mateus Espadoto, Roberto Hirata Jr., Alexandru C. Telea:
SDBM: Supervised Decision Boundary Maps for Machine Learning Classifiers. VISIGRAPP (3: IVAPP) 2022: 77-87 - [c150]Carlo Bredius, Zonglin Tian, Alexandru C. Telea:
Visual Exploration of Neural Network Projection Stability. MLVis@EuroVis 2022: 1-5 - 2021
- [j76]Zonglin Tian, Xiaorui Zhai, Daan van Driel, Gijs van Steenpaal, Mateus Espadoto, Alexandru C. Telea:
Using multiple attribute-based explanations of multidimensional projections to explore high-dimensional data. Comput. Graph. 98: 93-104 (2021) - [j75]Jieying Wang, Jirí Kosinka, Alexandru C. Telea:
Spline-based medial axis transform representation of binary images. Comput. Graph. 98: 165-176 (2021) - [j74]Sinuo Liu, Xiaokun Wang, Xiaojuan Ban, Yanrui Xu, Jing Zhou, Jirí Kosinka, Alexandru C. Telea:
Turbulent Details Simulation for SPH Fluids via Vorticity Refinement. Comput. Graph. Forum 40(1): 54-67 (2021) - [j73]Eduardo Faccin Vernier, João Luiz Dihl Comba, Alexandru C. Telea:
Guided Stable Dynamic Projections. Comput. Graph. Forum 40(3): 87-98 (2021) - [j72]Zonglin Tian, Xiaorui Zhai, Gijs van Steenpaal, Lingyun Yu, Evanthia Dimara, Mateus Espadoto, Alexandru C. Telea:
Quantitative and Qualitative Comparison of 2D and 3D Projection Techniques for High-Dimensional Data. Inf. 12(6): 239 (2021) - [j71]Jieying Wang, Jirí Kosinka, Alexandru C. Telea:
Spline-Based Dense Medial Descriptors for Lossy Image Compression. J. Imaging 7(8): 153 (2021) - [j70]Tallys G. Martins, Nelson Lago, Eduardo Felipe Zambom Santana, Alexandru C. Telea, Fabio Kon, Higor Amario de Souza:
Using bundling to visualize multivariate urban mobility structure patterns in the São Paulo Metropolitan Area. J. Internet Serv. Appl. 12(1): 6 (2021) - [j69]André Sobiecki, Julius van Dijk, Hidde Folkertsma, Alexandru C. Telea:
Does face restoration improve face verification? Multim. Tools Appl. 80(21): 32863-32883 (2021) - [j68]Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre X. Falcão:
Semi-automatic data annotation guided by feature space projection. Pattern Recognit. 109: 107612 (2021) - [j67]Mateus Espadoto, Rafael Messias Martins, Andreas Kerren, Nina S. T. Hirata, Alexandru C. Telea:
Toward a Quantitative Survey of Dimension Reduction Techniques. IEEE Trans. Vis. Comput. Graph. 27(3): 2153-2173 (2021) - [c149]Tiffany Andry, Christophe Hurter, François Lambotte, Pierre Fastrez, Alexandru C. Telea:
Interpreting the Effect of Embellishment on Chart Visualizations. CHI 2021: 613:1-613:15 - [c148]Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre Xavier Falcão:
Semi-supervised Deep Learning Based on Label Propagation in a 2D Embedded Space. CIARP 2021: 371-381 - [c147]Artur André Almeida de Macedo Oliveira, Mateus Espadoto, Roberto Hirata, Nina S. T. Hirata, Alexandru C. Telea:
Improving Self-supervised Dimensionality Reduction: Exploring Hyperparameters and Pseudo-Labeling Strategies. VISIGRAPP (Revised Selected Papers) 2021: 135-161 - [c146]Jieying Wang, Leonardo de Melo Joao, Alexandre X. Falcão, Jirí Kosinka, Alexandru C. Telea:
Spline-Based Dense Medial Descriptors for Image Simplification Using Saliency Maps. VISIGRAPP (Revised Selected Papers) 2021: 279-302 - [c145]Mateus Espadoto, Nina S. T. Hirata, Alexandru C. Telea:
Self-supervised Dimensionality Reduction with Neural Networks and Pseudo-labeling. VISIGRAPP (3: IVAPP) 2021: 27-37 - [c144]Mateus Espadoto, Francisco Caio M. Rodrigues, Nina S. T. Hirata, Alexandru C. Telea:
OptMap: Using Dense Maps for Visualizing Multidimensional Optimization Problems. VISIGRAPP (3: IVAPP) 2021: 123-132 - [c143]Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão:
Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based Sampling. SIBGRAPI 2021: 192-198 - [c142]Jieying Wang, Leonardo de Melo Joao, Alexandre X. Falcão, Jirí Kosinka, Alexandru C. Telea:
Focus-and-Context Skeleton-based Image Simplification using Saliency Maps. VISIGRAPP (4: VISAPP) 2021: 45-55 - [i12]Gabriel Appleby, Mateus Espadoto, Rui Chen, Samuel Goree, Alexandru C. Telea, Erik W. Anderson, Remco Chang:
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters. CoRR abs/2106.13777 (2021) - [i11]Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão:
Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based Sampling. CoRR abs/2109.02717 (2021) - [i10]Youngjoo Kim, Alexandru C. Telea, Scott C. Trager, Jos B. T. M. Roerdink:
Visual Cluster Separation Using High-Dimensional Sharpened Dimensionality Reduction. CoRR abs/2110.00317 (2021) - [i9]Mateus Espadoto, Gabriel Appleby, Ashley Suh, Dylan Cashman, Mingwei Li, Carlos Scheidegger, Erik W. Anderson, Remco Chang, Alexandru C. Telea:
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data. CoRR abs/2111.01744 (2021) - 2020
- [j66]Steven Bouma, Christophe Hurter, Alexandru C. Telea:
Structure-Aware Trail Bundling for Large DTI Datasets. Algorithms 13(12): 316 (2020) - [j65]Herman R. Schubert, Andrei C. Jalba, Alexandru C. Telea:
Feature preserving noise removal for binary voxel volumes using 3D surface skeletons. Comput. Graph. 87: 30-42 (2020) - [j64]Zizhao Wu, Xingyu Chen, Lingyun Yu, Alexandru C. Telea, Jirí Kosinka:
Co-skeletons: Consistent curve skeletons for shape families. Comput. Graph. 90: 62-72 (2020) - [j63]Eduardo Faccin Vernier, Rafael Garcia, Iron Prando da Silva, João Luiz Dihl Comba, Alexandru C. Telea:
Quantitative Evaluation of Time-Dependent Multidimensional Projection Techniques. Comput. Graph. Forum 39(3): 241-252 (2020) - [j62]Eduardo Faccin Vernier, Max Sondag, João Luiz Dihl Comba, Bettina Speckmann, Alexandru C. Telea, Kevin Verbeek:
Quantitative Comparison of Time-Dependent Treemaps. Comput. Graph. Forum 39(3): 393-404 (2020) - [j61]María-Jesús Lobo, Alexandru C. Telea, Christophe Hurter:
Feature Driven Combination of Animated Vector Field Visualizations. Comput. Graph. Forum 39(3): 429-441 (2020) - [j60]Samuel Botter Martins, Alexandru C. Telea, Alexandre X. Falcão:
Investigating the impact of supervoxel segmentation for unsupervised abnormal brain asymmetry detection. Comput. Medical Imaging Graph. 85: 101770 (2020) - [j59]Jieying Wang, Maarten L. Terpstra, Jirí Kosinka, Alexandru C. Telea:
Quantitative Evaluation of Dense Skeletons for Image Compression. Inf. 11(5): 274 (2020) - [j58]Mateus Espadoto, Nina Sumiko Tomita Hirata, Alexandru C. Telea:
Deep learning multidimensional projections. Inf. Vis. 19(3): 247-269 (2020) - [c141]Samuel Botter Martins, Alexandre X. Falcão, Alexandru C. Telea:
BADRESC: Brain Anomaly Detection based on Registration Errors and Supervoxel Classification. BIOIMAGING 2020: 74-81 - [c140]Samuel Botter Martins, Alexandre Xavier Falcão, Alexandru Cristian Telea:
Combining Registration Errors and Supervoxel Classification for Unsupervised Brain Anomaly Detection. BIOSTEC (Selected Papers) 2020: 140-164 - [c139]Daan van Driel, Xiaorui Zhai, Zonglin Tian, Alexandru C. Telea:
Enhanced Attribute-Based Explanations of Multidimensional Projections. EuroVA@Eurographics/EuroVis 2020: 37-41 - [c138]Xiaorui Zhai, Xingyu Chen, Lingyun Yu, Alexandru C. Telea:
Skeleton-and-Trackball Interactive Rotation Specification for 3D Scenes. VISIGRAPP (Revised Selected Papers) 2020: 26-52 - [c137]Mateus Espadoto, Nina S. T. Hirata, Alexandre X. Falcão, Alexandru C. Telea:
Improving Neural Network-based Multidimensional Projections. VISIGRAPP (3: IVAPP) 2020: 29-41 - [c136]Xingyu Chen, Guangping Zeng, Jirí Kosinka, Alexandru C. Telea:
Visual Exploration of 3D Shape Databases Via Feature Selection. VISIGRAPP (3: IVAPP) 2020: 42-53 - [c135]Terri S. Modrakowski, Mateus Espadoto, Alexandre X. Falcão, Nina S. T. Hirata, Alexandru C. Telea:
Improving Deep Learning Projections by Neighborhood Analysis. VISIGRAPP (Revised Selected Papers) 2020: 127-152 - [c134]Xingyu Chen, Guangping Zeng, Jirí Kosinka, Alexandru C. Telea:
Scalable Visual Exploration of 3D Shape Databases via Feature Synthesis and Selection. VISIGRAPP (Revised Selected Papers) 2020: 153-182 - [c133]Xiaorui Zhai, Xingyu Chen, Lingyun Yu, Alexandru C. Telea:
Interactive Axis-based 3D Rotation Specification using Image Skeletons. VISIGRAPP (1: GRAPP) 2020: 169-178 - [c132]Mateus Espadoto, Eduardo Faccin Vernier, Alexandru C. Telea:
Selecting and Sharing Multidimensional Projection Algorithms: A Practical View. VisGap@Eurographics/EuroVis 2020: 9-16 - [i8]Eduardo Faccin Vernier, Rafael Garcia, Iron Prando da Silva, João Luiz Dihl Comba, Alexandru C. Telea:
Quantitative Evaluation of Time-Dependent Multidimensional Projection Techniques. CoRR abs/2002.07481 (2020) - [i7]Lucas de Carvalho Pagliosa, Alexandru C. Telea, Rodrigo Fernandes de Mello:
Supporting Optimal Phase Space Reconstructions Using Neural Network Architecture for Time Series Modeling. CoRR abs/2006.11381 (2020) - [i6]Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea, Alexandre Xavier Falcão:
Semi-Automatic Data Annotation guided by Feature Space Projection. CoRR abs/2007.13689 (2020) - [i5]Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea, Alexandre Xavier Falcão:
Semi-supervised deep learning based on label propagation in a 2D embedded space. CoRR abs/2008.00558 (2020) - [i4]Sinuo Liu, Xiaokun Wang, Xiaojuan Ban, Yanrui Xu, Jing Zhou, Jirí Kosinka, Alexandru C. Telea:
Turbulent Details Simulation for SPH Fluids via Vorticity Refinement. CoRR abs/2009.14535 (2020)
2010 – 2019
- 2019
- [j57]Alexandru C. Telea, Theoharis Theoharis:
Foreword to the Special Section on 3D Object Retrieval (3DOR2018). Comput. Graph. 79: A3-A4 (2019) - [j56]Wei Zeng, Qiaomu Shen, Yuzhe Jiang, Alexandru C. Telea:
Route-Aware Edge Bundling for Visualizing Origin-Destination Trails in Urban Traffic. Comput. Graph. Forum 38(3): 581-593 (2019) - [j55]Lucas de Carvalho Pagliosa, Alexandru C. Telea:
RadViz++: Improvements on Radial-Based Visualizations. Informatics 6(2): 16 (2019) - [j54]Francisco Caio M. Rodrigues, Mateus Espadoto, Roberto Hirata, Alexandru C. Telea:
Constructing and Visualizing High-Quality Classifier Decision Boundary Maps. Inf. 10(9): 280 (2019) - [j53]Michael Traoré, Christophe Hurter, Alexandru C. Telea:
Interactive obstruction-free lensing for volumetric data visualization. IEEE Trans. Vis. Comput. Graph. 25(1): 1029-1039 (2019) - [c131]José Matute, Marcel Fischer, Alexandru C. Telea, Lars Linsen:
Scatterplot Summarization by Constructing Fast and Robust Principal Graphs from Skeletons. PacificVis 2019: 82-91 - [c130]Samuel Botter Martins, Alexandru C. Telea, Alexandre X. Falcão:
Extending Supervoxel-based Abnormal Brain Asymmetry Detection to the Native Image Space. EMBC 2019: 450-453 - [c129]Mateus Espadoto, Francisco Caio M. Rodrigues, Alexandru C. Telea:
Visual Analytics of Multidimensional Projections for Constructing Classifier Decision Boundary Maps. VISIGRAPP (3: IVAPP) 2019: 28-38 - [c128]Rafael Garcia, Alexandre Xavier Falcão, Alexandru C. Telea, Bruno Castro da Silva, Jim Tørresen, João Luiz Dihl Comba:
A Methodology for Neural Network Architectural Tuning Using Activation Occurrence Maps. IJCNN 2019: 1-10 - [c127]Willem Dijkstra, André Sobiecki, Jorge Bernal, Alexandru C. Telea:
Towards a Single Solution for Polyp Detection, Localization and Segmentation in Colonoscopy Images. VISIGRAPP (4: VISAPP) 2019: 616-625 - [c126]Mateus Espadoto, Francisco Caio Maia Rodrigues, Nina S. T. Hirata, Roberto Hirata Jr., Alexandru C. Telea:
Deep Learning Inverse Multidimensional Projections. EuroVA@EuroVis 2019: 13-17 - [p5]Jacek Kustra, Alexandru C. Telea:
Visual Analytics for Classifier Construction and Evaluation for Medical Data. Data Science for Healthcare 2019: 267-287 - [e17]Ana Paula Cláudio, Dominique Bechmann, Paul Richard, Takehiko Yamaguchi, Lars Linsen, Alexandru C. Telea, Francisco H. Imai, Alain Trémeau:
Computer Vision, Imaging and Computer Graphics - Theory and Applications - 12th International Joint Conference, VISIGRAPP 2017, Porto, Portugal, February 27 - March 1, 2017, Revised Selected Papers. Communications in Computer and Information Science 983, Springer 2019, ISBN 978-3-030-12208-9 [contents] - [e16]Dominique Bechmann, Manuela Chessa, Ana Paula Cláudio, Francisco H. Imai, Andreas Kerren, Paul Richard, Alexandru C. Telea, Alain Trémeau:
Computer Vision, Imaging and Computer Graphics Theory and Applications - 13th International Joint Conference, VISIGRAPP 2018, Funchal, Madeira, Portugal, January 27-29, 2018, Revised Selected Papers. Communications in Computer and Information Science 997, Springer 2019, ISBN 978-3-030-26755-1 [contents] - [i3]Mateus Espadoto, Nina S. T. Hirata, Alexandru C. Telea:
Deep Learning Multidimensional Projections. CoRR abs/1902.07958 (2019) - [i2]Eduardo Faccin Vernier, Max Sondag, João Comba, Bettina Speckmann, Alexandru C. Telea, Kevin Verbeek:
Quantitative Comparison of Time-Dependent Treemaps. CoRR abs/1906.06014 (2019) - 2018
- [j52]Rafael Garcia, Alexandru C. Telea, Bruno Castro da Silva, Jim Tørresen, João Luiz Dihl Comba:
A task-and-technique centered survey on visual analytics for deep learning model engineering. Comput. Graph. 77: 30-49 (2018) - [j51]Alexandru C. Telea, Andreas Kerren:
Special Issue on Selected Papers from IVAPP 2018. Inf. 9(7): 171 (2018) - [j50]Miroslaw Staron, Houari A. Sahraoui, Alexandru C. Telea:
Special section on Visual Analytics in Software Engineering. Inf. Softw. Technol. 98: 117 (2018) - [j49]Paulo E. Rauber, Alexandre X. Falcão, Alexandru C. Telea:
Projections as visual aids for classification system design. Inf. Vis. 17(4): 282-305 (2018) - [j48]Christophe Hurter, Stéphane Puechmorel, Florence Nicol, Alexandru C. Telea:
Functional Decomposition for Bundled Simplification of Trail Sets. IEEE Trans. Vis. Comput. Graph. 24(1): 500-510 (2018) - [j47]José Matute, Alexandru C. Telea, Lars Linsen:
Skeleton-Based Scagnostics. IEEE Trans. Vis. Comput. Graph. 24(1): 542-552 (2018) - [c125]Pietro Aricò, Maxime Reynal, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Enea Pavone, Alexandru C. Telea, Fabio Babiloni:
Human-Machine Interaction Assessment by Neurophysiological Measures: A Study on Professional Air Traffic Controllers. EMBC 2018: 4619-4622 - [c124]Alexandru C. Telea:
Image-Based Graph Visualization: Advances and Challenges. GD 2018: 3-19 - [c123]Leonid Borodaev, Alexandru C. Telea, Rix Groenboom, Rein Smedinga:
Software Metrics for Policy-Driven Software Development Life Cycle Automation. ICST Workshops 2018: 169-174 - [c122]Danilo Barbosa Coimbra, Tácito Trindade de Araújo Tiburtino Neves, Alexandru Cristian Telea, Fernando Vieira Paulovich:
The Shape of the Game. SIBGRAPI 2018: 134-141 - [c121]Eduardo Faccin Vernier