D Abramov, JN Burchett, O Elek, C Hummels, JX Prochaska, and AG Forbes. CosmoVis: An interactive visual analysis tool for exploring hydrodynamic cosmological simulations. TVCG, 2022. In press. [pdf]

O Elek, JN Burchett, JX Prochaska, and AG Forbes. Monte Carlo Physarum Machine: Characteristics of pattern formation in continuous stochastic transport networks. Artificial Life, 2022. In press. [pdf]

O Elek, JN Burchett, JX Prochaska, and AG Forbes. Polyphorm: Structural analysis of cosmological datasets via interactive Physarum Polycephalum visualization. TVCG 27(2), 2021. [pdf]

F Lan, M Young, L Anderson, A Ynnerman, A Bock, MA Borkin, AG Forbes, J Kollmeier, and B Wang. Visualization in astrophysics: Developing new methods, discovering our Universe, and educating the Earth. CGF 40(3), 2021. [pdf]

MM Thomas, K Vaidyanathan, G Liktor, and AG Forbes. A reduced-precision network for image reconstruction. TOG 39(6), 2020. [pdf]

B Hansen, JN Burchett, and AG Forbes. Quasar Spectroscopy Sound: Analyzing intergalactic and circumgalactic media via data sonification. JAES 68(11), 2020.

S Simha, JN Burchett, JX Prochaska, J Chittidi, O Elek, N Tejos, R Jorgenson, KW Bannister, S Bhandari, CK Day, AT Deller, AG Forbes, J-P Macquart, SD Ryder, and RM Shannon. Disentangling the Cosmic Web towards FRB 190608. ApJL 900(2), 2020. [pdf]

A Meshi and AG Forbes. Stepping inside the Classification Cube: An intimate interaction with an AI system. Leonardo 53(4), 2020. [pdf]

R Grillotti, A DiLallo, and AG Forbes. Resonant Waves: Immersed in geometry. Leonardo 53(4), 2020. [pdf]

AG Forbes. Creative AI: From expressive mimicry to critical inquiry. Artnodes 26, 2020. [pdf]

JN Burchett, O Elek, N Tejos, JX Prochaska, TM Tripp, R Bordoloi, and AG Forbes. Revealing the dark threads of the Cosmic Web. ApJL 891(2), 2020. [pdf]

JN Burchett, D Abramov, J Otto, C Artanegara, JX Prochaska, and AG Forbes. IGM-Vis: Analyzing intergalactic and circumgalactic medium absorption using quasar sightlines in a Cosmic Web context. CGF 38(3), 2019. [pdf]

P Boutillier, M Maasha, X Li, HF Medina-Abarca, J Krivine, J Feret, I Cristescu, AG Forbes, and W Fontana. The Kappa platform for rule-based modeling. Bioinformatics 34(15), 2018. [pdf]

JJG Keiriz, L Zhan, O Ajilore, AD Leow, and AG Forbes. NeuroCave: A web-based immersive visualization platform for exploring connectome datasets. Network Neuroscience 2(2), 2018. [pdf]

AG Forbes, A Burks, K Lee, X Li, P Boutillier, J Krivine, and W Fontana. Dynamic influence networks for rule-based models. TVCG 24(1), 2018. [pdf]

SD Conrin, L Zhan, ZD Morrissey, M Xing, AG Forbes, S Langenecker, P Maki, MR Milad, O Ajilore, and AD Leow. From default mode network to the basal configuration: Sex differences in the resting-state brain connectivity as a function of age and their clinical correlates. Frontiers in Psychiatry, 9(365), 2018. [pdf]

M Xing, J GadElkarim, O Ajilore, O Wolfson, AG Forbes, KL Phan, H Klumpp, and AD Leow. Thought chart: Tracking thought with manifold learning during emotion regulation. Brain Informatics, 5(7), 2018. [pdf]

L Zhan, LM Jenkins, A Zhang, G Conte, AG Forbes, D Harvey, K Angkustsiri, NJ Goodrich-Hunsaker, C Durdle, A Lee, C Schumann, O Carmichael, K Kalish, AD Leow, and TJ Simon. Baseline connectome modular abnormalities in the childhood phase of a longitudinal study on individuals with chromosome 22q11.2 deletion syndrome. Human Brain Mapping 39(1), 2018. [pdf]

E Garcia Bravo, A Burbano, V Byrd, and AG Forbes. The Interactive Image: A media archaeology approach. Leonardo 50(4), 2017. [pdf]

P Murray, F McGee, and AG Forbes. A taxonomy of visualization tasks for the analysis of biological pathway data. BMC Bioinformatics 18(2), 2017. [pdf]

G Legrady and AG Forbes. Data in context: Conceptualizing site-specific visualization projects. Leonardo 50(2), 2017. [pdf]

R Etemadpour and AG Forbes. Density-based motion. Information Visualization 16(1), 2017. [pdf]

B Balogh, A Çamcı, P Murray, and AG Forbes. Spectral landscapes: Visualizing electromagnetic interactions. CG&A 36(5). 2016. [pdf]

TN Dang, N Pendar, and AG Forbes. TimeArcs: Visualizing fluctuations in dynamic networks. CGF 35(3), 2016. [pdf]

C Ma, AG Forbes, DA Llano, T Berger-Wolf, and RV Kenyon. SwordPlots: Exploring neuron behavior within dynamic communities of brain networks. JIST 60(1), 2016. (Charles E. Ives Outstanding Contribution Award). [pdf]

AQ Ye, O Ajilore, G Conte, J GadElkarim, G Thomas-Ramos, L Zhan, S Yang, A Kumar, R Magin, AG Forbes, and A Leow. The intrinsic geometry of the human brain connectome. Brain Informatics 2(4), 2015. [pdf]

AG Forbes, A Burbano, P Murray, and G Legrady. Imagining Macondo: Interacting with Garcia Márquez’ literary landscape. CG&A 35(5), 2015. [pdf]

AG Forbes. Articulating media arts activities in art-science contexts. Leonardo 48(4), 2015. [pdf]

TN Dang, P Murray, and AG Forbes. PathwayMatrix: Visualizing binary relationships between proteins in biological pathways. BMC Proceedings 9(6), 2015. [pdf]

TN Dang, P Murray, J Aurisano, and AG Forbes. ReactionFlow: An interactive visualization tool for causality analysis in biological pathways. BMC Proceedings 9(6), 2015. [pdf]

F Paduano and AG Forbes. Extended LineSets: A visualization technique for the interactive inspection of biological pathways. BMC Proceedings 9(6), 2015. [pdf]

B Alper, T Höllerer, J Kuchera-Morin, and AG Forbes. Stereoscopic highlighting: 2d graph visualization on stereo displays. TVCG 17(12), 2011. [pdf]

AG Forbes, T Höllerer, and G Legrady. Behaviorism: A framework for dynamic data visualization. TVCG 16(6), 2010. [pdf]

AG Forbes. Augmented seeing and sensing. Dance Data, Cognition and Multimodal Communication, chapter 8. Routledge, 2021.

A Çamcı, C Çakmak, and AG Forbes. Applying game mechanics to networked music HCI systems. New Directions in Music and Human-Computer Interaction, chapter 14. Springer, 2019.

AG Forbes. Pedagogical experiments in creative coding. Teaching Computational Creativity, chapter 5. Cambridge University Press, 2017.

R Etemadpour, L Linsen, JG Paiva, C Crick, and AG Forbes. Choosing visualization techniques for multidimensional data projection tasks: A guideline with examples. Computer Vision, Imaging and Computer Graphics – Theory and Applications, chapter 9. Springer, 2016. [pdf]

AG Forbes. Interactive cellular automata systems for creative projects. Cellular Automata in Image Processing and Geometry, chapter 13. Springer, 2014.

A Chaudhary, J Saroha, K Monteiro, AG Forbes, and A Parnami and AG Forbes. “Are you still watching?”: Exploring unintended user behaviors and dark patterns on video streaming platforms. ACM DIS 2022. [pdf]

H Zhou, K Gonzalez, N Altice, N Wardrip-Fruin, and AG Forbes. On the Maintenance of Meaning: A Deleuzian View on Proceduralism. DiGRA 2022. [pdf]

J Kendall-Bar, N Kendall-Bar, AG Forbes, G McDonald, PJ Ponganis, C Williams, M Horning, A Hindle, H Klinck, RS Beltran, AS Friedlaender, D Wiley, DP Costa, and TM Williams. Visualizing life in the deep: A creative pipeline for data-driven animations to facilitate marine mammal research, outreach, and conservation. VISAP 2021. [pdf]

A Meshi and AG Forbes. Don’t Worry, Be Happy: Resisting an AI emotion recognition system with a smile. ARTECH 2021.

H Zhou, O Elek, P Anand, and AG Forbes. Bio-inspired structure identification in language embeddings. VIS4DH 2020. [pdf]

JN Burchett, D Abramov, O Elek, and AG Forbes. Volumetric reconstruction for interactive analysis of the Cosmic Web. VisAstro 2020. (1st place, Data Challenge Contest.) [pdf]

J Otto and AG Forbes. Entering the design space of digital portraiture: A case study in avatar creation tools. ICCC Casual Creators Workshop 2020. [pdf]

J Otto and AG Forbes. Procedural montage: A design trace of reflection and refraction. ELO 2020. [pdf]

O Elek, JN Burchet, JX Prochaska, and AG Forbes. Monte Carlo Physarum Machine: An agent-based model for reconstructing complex 3D transport networks. ALIFE 2020. [pdf]

M Fowler, J Davis, and AG Forbes. Capturing large-scale artifacts via reflectance transformation imaging with a drone. MW 2020. [pdf]

R Xu, MM Thomas, A Leow, OA Ajilore, and AG Forbes. TempoCave: Visualizing dynamic connectome datasets to support cognitive behavioral therapy. VIS 2019. [pdf]

D Abramov, J Otto, M Dubey, C Artanegara, P Boutillier, W Fontana, and AG Forbes. RuleVis: Constructing patterns and rules for rule-based models. VIS 2019. [pdf]

M Dubey, J Otto, and AG Forbes. Data Brushes: Interactive style transfer for data art. VISAP 2019. [pdf]

M Dubey, AP Ortiz, R Agrawal, and AG Forbes. Predicting biker density at bike share station intersections in San Francisco. GHTC 2019. [pdf]

S Frost, B Tor, R Agrawal, and AG Forbes. CompostNet: An image classifier for meal waste. GHTC 2019. [pdf]

B Hansen, LB Baltaxe-Admony, S Kurniawan, and AG Forbes. Exploring sonic parameter mapping for network data structures. ICAD 2019. [pdf]

J Otto, AG Forbes, and J Verschelde. Solving polynomial systems with phcpy. SciPy 2019. [pdf]

S Frost, MM Thomas, and AG Forbes. Art I don’t like: An anti-recommender system for visual art, MW 2019. [pdf]

A Alsaiari, R Rustagi, A Alhakamy, MM Thomas, and AG Forbes. Image denoising using a generative adversarial network. ICICT 2019. (Best Paper Award.)

Z Morrissey, L Zhan, H Lee, JJG Keiriz, AG Forbes, O Ajilore, AD Leow, and M Chung. Phase-angle spatial embedding (PhASE): A kernel method for studying the topology of the human functional connectome. MICCAI 2018. [pdf]

AG Forbes, K Lee, G Hahn-Powell, MA Valenzuela-Escárcega, and M Surdeanu. Text annotation graphs: Annotating complex natural language phenomena. LREC 2018. [pdf]

A Çamcı, K Lee, CJ Roberts, and AG Forbes. INVISO: A cross-platform user interface for creating virtual sonic environments. UIST 2017. [pdf]

T Dang, P Murray, R Etemadpour, and AG Forbes. A user study of techniques for visualizing structure and connectivity in hierarchical datasets. VOILA 2017. [pdf]

JJG Keiriz, O Ajilore, AD Leow, and AG Forbes. Immersive analytics for clinical neuroscience. VIS Workshop on Immersive Analytics 2017. [pdf]

Ç Erdem, A Çamcı, and AG Forbes. Biostomp: A biocontrol system for embodied performance using mechanomyography. NIME 2017. [pdf]

TN Dang and AG Forbes. CactusTree: A tree drawing approach for hierarchical edge bundling. PacificVis 2017. [pdf]

TN Dang, P Murray, and AG Forbes. BioLinker: Bottom-up exploration of protein interaction networks. PacificVis 2017. [pdf]

A Purgato, M Santambrogio, T Berger-Wolf, and AG Forbes. Interactive visualization for brain spatio-temporal networks. BHI 2017.

T Marrinan, J Leigh, L Renambot, AG Forbes, S Jones, and A Johnson. Mixed presence collaboration using scalable visualizations in heterogeneous display spaces. CSCW 2017. [pdf]

M Xing, O Ajilore, O Wolfson, C Abbott, A MacNamara, R Tadayonnejad, AG Forbes, KL Phan, H Klumpp, and A Leow. Thought chart: Tracking dynamic EEG brain connectivity with unsupervised manifold learning. BIH 2016. (Best Paper Award.) [pdf]

T Marrinan, L Renambot, J Leigh, AG Forbes, S Jones, and A Johnson. Synchronized mixed presence data-conferencing using large-scale shared displays. ISS 2016. [pdf]

M Cavallo, GA Rhodes, and AG Forbes. Riverwalk: Incorporating historical photographs in public outdoor augmented reality experiences. ISMAR 2016. [pdf]

F Paduano, R Etemadpour, and AG Forbes. BranchingSets: Interactively visualizing categories on node-link diagrams. VINCI 2016. [pdf]

A Çamcı, P Murray, and AG Forbes. A web-based system for designing interactive virtual soundscapes. ICMC 2016. [pdf]

C Çakmak, A Çamcı, and AG Forbes. Networked virtual environments as collaborative music spaces. NIME 2016. [pdf]

G Özdemir, A Çamcı, and AG Forbes. PORTAL: An audiovisual laser performance system. NIME 2016. [pdf]

TN Dang, H Cui, AG Forbes. MultiLayerMatrix: Visualizing large taxonomic datasets. EuroVA 2016. [pdf]

C Çakmak, A Çamcı, and AG Forbes. Using game mechanics to facilitate networked musical collaboration. CHI Workshop on Music and HCI 2016. [pdf]

G-E Marai, AG Forbes, and A Johnson. Interdisciplinary immersive analytics at the Electronic Visualization Laboratory: Lessons learned and upcoming challenges. VR Workshop on Immersive Analytics 2016. [pdf]

A Çamcı and AG Forbes. Node Kara: An audiovisual mixed reality installation. VR Workshop on Mixed Reality Art 2016. [pdf]

M Cavallo and AG Forbes. DigitalQuest: A mixed reality approach to scavenger hunts. VR Workshop on Mixed Reality Art 2016. [pdf]

A Çamcı, P Murray, and AG Forbes. Designing and controlling virtual sonic environments using a browser-based 3DUI. 3DUI 2016. [pdf]

G Conte, AQ Ye, K Almryde, O Ajilore, A Leow, and AG Forbes. Intrinsic geometry visualization for the interactive analysis of brain connectivity patterns. VDA 2016. [pdf]

M De Marchi, J Eriksson, and AG Forbes. TransitTrace: Route planning using ambient displays. SIGSPATIAL 2015. [pdf]

S Yin, M Li, N Tilahun, AG Forbes, and A Johnson. Understanding transportation accessibility of metropolitan Chicago through interactive visualization. UrbanGIS 2015. [pdf]

A Chetta, JM Carrington, and AG Forbes. Augmenting EHR interfaces for enhanced nurse communication and decision making. VAHC 2015. [pdf]

K Almryde and AG Forbes. Halos in a dark sky: Interactively exploring the structure of dark matter halo merger trees. VIS 2015. (2nd place, SciVis Contest.) [pdf]

TN Dang, N Franz, B Ludäscher, and AG Forbes. ProvenanceMatrix: A visualization tool for multi-taxonomy alignments. VOILA 2015. [pdf]

G Conte, AQ Ye, AG Forbes, O Ajilore, and A Leow. BRAINtrinsic: A virtual reality-compatible tool for exploring intrinsic topologies of the human brain connectome. BIH 2015. [pdf]

R Etemadpour, P Murray, M Bomhoff, E Lyons, and AG Forbes. Designing and evaluating scientific workflows for Big Data interactions. BDVA 2015. [pdf]

AG Forbes. Turbulent World: An artwork indicating the impact of climate change. ISEA 2015. [pdf]

AG Forbes and J Villegas. Video granular synthesis. CAe 2015. [pdf]

C Ma, RV Kenyon, AG Forbes, T Berger-Wolf, BJ Slater, and DA Llano. Visualizing dynamic brain networks using an animated dual-representation. EuroVis 2015. [pdf]

R Etemadpour, L Linsen, C Crick, and AG Forbes. A user-centric taxonomy for multidimensional data projection tasks. IVAPP 2015. [pdf]

R Etemadpour and AG Forbes. Enhancing multidimensional data projection using density-based motion. VDA 2015.

J Villegas, R Etemadpour, and AG Forbes. Evaluating the perception of different matching strategies for time-coherent animations. HVEI 2015. [pdf]

R Etemadpour, P Murray, and AG Forbes. Evaluating density-based motion for Big Data visual analytics. Big Data 2014. [pdf]

P Murray and AG Forbes. Interactively exploring geotemporal relationships in demographic data via stretch projections. MapInteract 2014.

G Legrady and AG Forbes. Staging data visualization installations in site-specific situations. VISAP 2014. [pdf]

M Pinter, AG Forbes, D Bazo, and G Legrady. Generation of engineering research directions through artistic process. ArtsIT 2014. [pdf]

C Jette, K Thomas, J Villegas, and AG Forbes. Translation as technique: Collaboratively creating an electro-acoustic composition for saxophone and live video projection. Joint Proc. ICMC and SMC 2014. [pdf]

S Savage, AG Forbes, C Toxtli, G McKenzie, SM Desai, and T Höllerer. Visualizing targeted audiences. COOP 2014. [pdf]

AG Forbes, J Villegas, K Almryde, and E Plante. A stereoscopic system for viewing the temporal evolution of brain activity clusters in response to linguistic stimuli. SD&A 2014. [pdf]

J Villegas and AG Forbes. Interactive non-photorealistic video synthesis for artistic user experience on mobile devices. VPQM 2014. (Best Paper Award.) [pdf]

AG Forbes, C Jette, and A Predoehl. Analyzing intrinsic motion textures created from naturalistic video captures. IVAPP 2014. [pdf]

J Villegas and AG Forbes. Analysis/synthesis approaches for creatively processing video signals. MM 2014. [pdf]

AG Forbes, M Surdeanu, P Jansen, and JM Carrington. Transmitting narrative: An interactive shift-summarization tool for improving nurse communication. TextVis 2013. [pdf]

AG Forbes, T Fast, and T Höllerer. The natural materials browser: Using a tablet interface for exploring volumetric materials science datasets. VIS 2013. [pdf]

J Villegas and AG Forbes. Double-meaning: Interactive animations with simultaneous global and local narrative. Re-new 2013.

AG Forbes. Media arts roles in art-science collaborations. Re-new 2013.

AG Forbes, T. Höllerer, and G. Legrady. Generative fluid profiles for interactive media arts projects. CAe 2013. [pdf]

C Roberts, AG Forbes, and T Höllerer. Enabling multimodal mobile interfaces for musical performance. NIME 2013.

S Savage, AG Forbes, and T Höllerer. Utilizing crowdsourced databases for social media question asking. CSCW Workshop on Social Media Question Asking 2013.

AG Forbes, S Savage, and T Höllerer. Visualizing and verifying directed social queries. TextVis 2012. [pdf]

A Burbano, D Bazo, S DiCicco, and AG Forbes. The New Dunites. MM 2012. [pdf]

AG Forbes, T Höllerer, and G Legrady. Expressive energy: The Fluid Automata project. ISEA 2012.

AG Forbes and K Odai. Iterative synaesthetic composing with multimedia signals. ICMC 2012. [pdf]

AG Forbes, B Alper, T Höllerer, and G Legrady. Interactive folksonomic analytics with the Tag River visualization. TextVis 2011. [pdf]

AG Forbes and G Legrady. Cell Tango: An evolving interactive archive of cellphone photography. ISEA 2011. [pdf]