Working Groups

Research output

Research output per year 1967 2004 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 6811 Article
• 802 Chapter (peer-reviewed)
• 679 Chapter
• 604 Review article
• 2898 More
  • 546 Other report
  • 430 Conference contribution
  • 363 Editorial
  • 292 Book
  • 250 Book/Film/Article review
  • 195 Comment/debate
  • 134 Letter
  • 108 Performance
  • 94 Other contribution
  • 86 Entry for encyclopedia/dictionary
  • 74 Conference article
  • 46 Meeting Abstract
  • 43 Foreword/postscript
  • 39 Composition
  • 30 Other chapter contribution
  • 25 Short survey
  • 21 Paper
  • 20 Scholarly edition
  • 17 Production/Choreography
  • 16 Commissioned report
  • 16 Documentary/Film/TV/Radio
  • 11 Digital or Visual Products
  • 11 Exhibition/Curation
  • 11 Special issue
  • 10 Web publication/site
  • 6 Working paper
  • 3 Featured article
  • 1 Anthology

Research output per year

Research output per year

Search results

• 2024

  ARTiST: Automated Text Simplification for Task Guidance in Augmented Reality

  Wu, G., Qian, J., Castelo, S., Chen, S., Rulff, J. & Silva, C., May 11 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 939. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Tasks 100%
  • Augmented Reality 100%
  • Text Data 25%
  • Text Semantics 25%
  • Error Calibration 25%

• PaleoScan: Low-Cost Easy-to-Use High-Volume Fossil Scanning

  Silva, C. T., Piadyk, Y., Rulff, J., Panozzo, D., Silva, M. B., Saraiva, A. A. F., Oliveira, N. C., Bantim, R. A. M., de Lima, F. J., Gomes, O. J. F. & Watanabe, A., May 11 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 708. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Fossil 100%
  • 3D Scanning System 50%
  • Mirrorless Camera 50%
  • Brazil 12%
  • Data Transmission 12%

• Reimagining TaxiVis through an Immersive Space-Time Cube metaphor and reflecting on potential benefits of Immersive Analytics for urban data exploration

  Wagner, J., Silva, C. T., Stuerzlinger, W. & Nedel, L., 2024, Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024. Institute of Electrical and Electronics Engineers Inc., p. 827-838 12 p. (Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024).

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

  Open Access

  • Urban Data Exploration 100%
  • Space-time Cube 100%
  • Immersive Analytics 100%
  • Potential Benefit 100%
  • Data Exploration 100%

• Simple Analysis of Priority Sampling

  Daliri, M., Freire, J., Musco, C., Santos, A. & Zhang, H., 2024, 2024 Symposium on Simplicity in Algorithms, SOSA 2024. Parter, M. & Pettie, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 224-229 6 p. (2024 Symposium on Simplicity in Algorithms, SOSA 2024).

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

  • Priority Sampling 100%
  • Poisson Sampling 50%
• 2023

  Application of the Reconfigurable Environmental Intelligence Platform for HVAC Control

  Piadyk, Y., Rulff, J., Brewer, E., Ergan, S. & Silva, C., Nov 15 2023, BuildSys 2023 - Proceedings of the10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Association for Computing Machinery, Inc, p. 288-289 2 p. (BuildSys 2023 - Proceedings of the10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation).

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

  • Sensor Network 100%
  • HVAC Control 100%
  • Rapid Prototyping 100%
  • Office Buildings 50%
  • Energy Building 50%

• Automated Text Simplification for the Task Guidance in Augmented Reality

  Wu, G., Qian, J., Castelo, S., Chen, S., Rulff, J. & Silva, C., 2023, Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023. Bruder, G., Olivier, A.-H., Cunningham, A., Peng, E. Y., Grubert, J. & Williams, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 585-586 2 p. (Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023).

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

  • Tasks 100%
  • Augmented Reality 100%
  • Text Presentation 40%
  • Cognitive User 20%
  • Text Data 20%

• Bridging High-Quality Audio and Video Via Language for Sound Effects Retrieval from Visual Queries

  Wilkins, J., Salamon, J., Fuentes, M., Bello, J. P. & Nieto, O., 2023, Proceedings of the 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2023. Institute of Electrical and Electronics Engineers Inc., (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2023-October).

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

  Open Access

  • Companion Website 100%
  • In-the-wild Data 85%
  • Audiovisual Training 28%

• Does a Quieter City Mean Fewer Complaints? The Sounds of New York City During Covid-19 Lockdown

  Cartwright, M., Fuentes, M., Mydlarz, C., Miranda, F. & Bello, J. P., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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

  • New York 100%
  • Sensor Networks 100%
  • Sensor Network 100%
  • Acoustic Data 50%
  • Human Cities 33%

• Exploring Approaches to Multi-Task Automatic Synthesizer Programming

  Faronbi, D., Roman, I. & Bello, J. P., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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

  • Virtual Instrument 100%
  • Size Dimension 33%
  • Joint Encoders 20%

• Flowgrad: Using Motion for Visual Sound Source Localization

  Singh, R., Zinemanas, P., Serra, X., Bello, J. P. & Fuentes, M., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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

  • Sound Source Localization 100%
  • Semantic Audio 25%
  • Audio-visual Scene 25%
  • Audiovisual Scene 25%

• Restructuring Construction Thinking for Urban Material Reuse

  Haghani, R. & Laefer, D. F., 2023, IABSE Congress, New Delhi 2023: Engineering for Sustainable Development, Report. International Association for Bridge and Structural Engineering (IABSE), p. 1113-1119 7 p. (IABSE Congress, New Delhi 2023: Engineering for Sustainable Development, Report).

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

  • Urban Materials 100%
  • Gas Emission 100%
  • Greenhouse Gas 100%
  • Urban Material 100%
  • Demolition Waste 80%

• Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions

  Kushwaha, S. S., Roman, I. R., Fuentes, M. & Bello, J. P., 2023, Proceedings of the 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2023. Institute of Electrical and Electronics Engineers Inc., (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2023-October).

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

  Open Access

  • Dynamic Acoustic Conditions 100%
  • Sound Source Distance 100%
  • Direction of Arrival 100%
  • Reverberation 100%
  • Deep Learning 50%

• Spatiotemporal-Memory-Guided Machine Perception for Augmented Reality

  Lin, J., Chen, S., Steers, B., Vo, H. T., Silva, C. T. & Sun, Q., 2023, Proceedings - 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023. Institute of Electrical and Electronics Engineers Inc., p. 787-788 2 p. (Proceedings - 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023).

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

  • Time Machine 100%
  • Memory Mapping 100%
  • Panoramic Camera 100%
  • Running Machine 100%
  • Human Assistant 100%

• The Potential of Tele-Assessment and Virtual Treatment for the Future of Lifelong Learning: A Literature Review

  Wright, A. J., 2023, Creative Approaches to Technology-Enhanced Learning for the Workplace and Higher Education - Proceedings of ‘The Learning Ideas Conference’ 2023. Guralnick, D., Auer, M. E. & Poce, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 629-635 7 p. (Lecture Notes in Networks and Systems; vol. 767 LNNS).

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

  • Virtual Implant Planning 100%
  • Traditional Assessment 100%
  • Nontraditional Learners 33%
  • Thinking Differences 33%

• Trees as Sensors, Distribution of Wind Intensity During Hurricane Maria

  Rinaldi, V., Motoa, G. & Ghandehari, M., 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2422-2425 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2023-July).

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

  • Sensor Distribution 100%
  • Wind Speed 100%
  • Canopy Height 66%
  • Breakage Mechanics 33%
  • Diameter at Breast Height 33%

• Using Pipeline Performance Prediction to Accelerate AutoML Systems

  Zhang, H., López, R., Santos, A., Piazentin Ono, J., Bessa, A. & Freire, J., Jun 18 2023, Proceedings of the 7th Workshop on Data Management for End-To-End Machine Learning, DEEM 2023. Association for Computing Machinery, Inc, 6. (Proceedings of the 7th Workshop on Data Management for End-To-End Machine Learning, DEEM 2023).

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

  • Machine Learning 100%
  • Automatic Machine 100%
  • Search Space 40%
  • Budget Resources 25%
  • Computing Resource 20%

• Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation

  Bessa, A., Daliri, M., Freire, J., Musco, C., Musco, C., Santos, A. & Zhang, H., Jun 18 2023, PODS 2023 - Proceedings of the 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems. Association for Computing Machinery, p. 169-181 13 p. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

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

  Open Access

  • Inner Product 100%
  • Hashing 100%
  • Minwise Hashing 100%
  • Dimensional Vector 50%
  • Approximates 25%
• 2022

  4DHI: An index for approximate kNN search of remotely sensed images in Key-Value databases

  Hewage, C. N. L., Vo, A. V., Le-Khac, N. A., Laefer, D. & Bertolotto, M., 2022, Proceedings - 2022 IEEE International Conference on Cloud Engineering, IC2E 2022. Institute of Electrical and Electronics Engineers Inc., p. 170-181 12 p. (Proceedings - 2022 IEEE International Conference on Cloud Engineering, IC2E 2022).

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

  • KNN Search 100%
  • Original Index 66%
  • Storage Innovations 20%
  • Storage Scalability 20%

• Advances in and Benefits of Rapid Steel Connections

  Al-Sabah, S., Laefer, D. F., Schultz, A. E. & McGetrick, P., 2022, IABSE Congress Nanjing 2022 - Bridges and Structures: Connection, Integration and Harmonisation, Report. International Association for Bridge and Structural Engineering (IABSE), p. 742-749 8 p. (IABSE Congress Nanjing 2022 - Bridges and Structures: Connection, Integration and Harmonisation, Report).

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

  • Fully-bolted Connection 100%
  • Direct Reuse 100%
  • Precision Cutting 100%
  • Plasma Jet Cutting 100%
  • Main Member 100%

• Analyzing historical diagnosis code data from NIH N3C and RECOVER Programs using deep learning to determine risk factors for Long Covid

  Sengupta, S., Loomba, J., Sharma, S., Brown, D. E., Thorpe, L., Haendel, M. A., Chute, C. G. & Hong, S., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2797-2802 6 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

  Open Access

  • SARS Coronavirus 100%
  • Electronic Health Record 100%
  • Deep Learning 100%
  • Gradient-Weighted Class Activation Mapping 25%
  • Interpretable Deep Learning 20%

• Analyzing the Differences between Professional and Amateur Esports through Win Probability

  Xenopoulos, P., Freeman, W. R. & Silva, C., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 3418-3427 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

  • Winning Probability 100%
  • Amateur 100%
  • Esports 100%
  • Extracted Data 100%
  • Skill Levels 100%

• A Sketch-based Index for Correlated Dataset Search

  Santos, A., Bessa, A., Musco, C. & Freire, J., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, p. 2928-2941 14 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).

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

  • Related Collection 100%
  • Ranking Accuracy 100%
  • Table Search 50%
  • Data Relationship 50%

• A Study on Robustness to Perturbations for Representations of Environmental Sound

  Srivastava, S., Wu, H. H., Rulff, J., Fuentes, M., Cartwright, M., Silva, C., Arora, A. & Bello, J. P., 2022, 30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 125-129 5 p. (European Signal Processing Conference; vol. 2022-August).

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

  • Distance Measure 100%
  • Transfer of Learning 100%
  • Audio Signal 100%
  • Holistic Evaluation 75%
  • Transfer Learning 50%

• DACMA: Designing space ordering optimizations to scalably manage aerial images

  Hewage, C. N. L., Laefer, D., Bertolotto, M., Vo, A. V. & Le-Khac, N. A., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4916-4925 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

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

  • Object Identifier 100%
  • Jaccard Similarity 100%
  • Aerial Mapping 50%
  • Strategy Index 33%
  • Storage Reduction 25%

• DataPrism: Exposing Disconnect between Data and Systems

  Galhotra, S., Fariha, A., Lourenço, R., Freire, J., Meliou, A. & Srivastava, D., Jun 10 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 217-231 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  Open Access

  • software debugging 100%
  • Software Debugging 66%

• Dynamic researcher positionality in the human and political endeavor to study learning

  Blake, A. R., Krishnamoorthy, R., Radke, S., Shea, M., Teeters, L., Barrales, W., Ma, J. Y., Susan Jurow, A. & Kelton, M. L., 2022, International Collaboration toward Educational Innovation for All: Overarching Research, Development, and Practices - General Proceedings of the 2nd Annual Meeting of the International Society of the Learning Sciences, ISLS 2022. Oshima, J., Mochizuki, T. & Hayashi, Y. (eds.). International Society of the Learning Sciences (ISLS), p. 125-128 4 p. (Proceedings of International Conference of the Learning Sciences, ICLS; vol. 2022-June).

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

  • Research Process 100%
  • Learning Sciences 100%
  • Science Learning 50%
  • Ongoing Activity 50%
  • Setting Research 50%

• FEW-SHOT MUSICAL SOURCE SEPARATION

  Wang, Y., Stoller, D., Bittner, R. M. & Bello, J. P., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 121-125 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

  • Source Separation 100%
  • Music Source Separation 100%
  • U-Net 75%
  • Deep Learning 25%
  • Linear Modulation 25%

• HEAT AND PRESSURE DEVELOPMENTS IN CHEMICAL DEMOLITION AGENTS

  Atteyeh, S. N. & Laefer, D. F., 2022, REHABEND 2022 - Construction Pathology, Rehabilitation Technology and Heritage Management. Blanco, H., Boffill, Y. & Lombillo, I. (eds.). University of Cantabria - Building Technology R&D Group, p. 1584-1591 8 p. (REHABEND).

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

  • Progression 100%
  • Free Vibration 100%
  • Heat Generation 100%
  • Commercial Product 100%
  • Heat Development 100%

• Imperfect Inferences: A Practical Assessment

  Rieke, A., Southerland, V., Svirsky, D. & Hsu, M., Jun 21 2022, Proceedings of 2022 5th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2022. Association for Computing Machinery, p. 767-777 11 p. (ACM International Conference Proceeding Series).

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

  Open Access

  • Self-Report 100%
  • Discrimination 100%
  • Inference Method 100%
  • Consumers 50%
  • Demographic Factor 50%

• Infrastructure-free, Deep Learned Urban Noise Monitoring at 100mW

  Yun, J., Srivastava, S., Roy, D., Stohs, N., Mydlarz, C., Salman, M., Steers, B., Bello, J. P. & Arora, A., 2022, Proceedings - 13th ACM/IEEE International Conference on Cyber-Physical Systems, ICCPS 2022. Institute of Electrical and Electronics Engineers Inc., p. 56-67 12 p. (Proceedings - 13th ACM/IEEE International Conference on Cyber-Physical Systems, ICCPS 2022).

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

  • Wireless Sensor Network 100%
  • Convolutional Neural Network 33%
  • Machine Learning 33%
  • Training Data 33%
  • Urban Environment 33%

• IntentVizor: Towards Generic Query Guided Interactive Video Summarization

  Wu, G., Lin, J. & Silva, C. T., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 10493-10502 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

  • Interactive Video 100%
  • Video Summarization 100%
  • Multimodality 33%
  • Automatic Video Summarization 20%
  • Granularity 16%

• SPADE: GPU-Powered Spatial Database Engine for Commodity Hardware

  Doraiswamy, H. & Freire, J., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, p. 2669-2681 13 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).

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

  • Spatial Database 100%
  • Graphics Processing Unit 100%
  • Commodity Hardware 100%
  • Database Engine 100%
  • SPADE 100%

• The Future of Urban Accessibility for People with Disabilities: Data Collection, Analytics, Policy, and Tools

  Froehlich, J. E., Eisenberg, Y., Hosseini, M., Miranda, F., Adams, M., Caspi, A., Dieterich, H., Feldner, H., Gonzalez, A., De Gyves, C., Hammel, J., Kirkham, R., Kneisel, M., Labbé, D., Mooney, S. J., Pineda, V., Pinhão, C., Rodríguez, A., Saha, M. & Saugstad, M. & 8 others, Shanley, J., Sharif, A., Shen, Q., Silva, C., Sukel, M., Tokuda, E. K., Zappe, S. F. & Zivarts, A., Oct 22 2022, ASSETS 2022 - Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, 102. (ASSETS 2022 - Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility).

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

  Open Access

  • Accessibility for People with Disabilities 100%
  • Urban Accessibility 100%
  • Data Collection Technique 100%
  • Accessible Computing 50%
  • Urban Access 50%

• The Impact of Aggregated Census Tract-Based Attributes on the Zone-Level Mode Choice Difference between Ridesourcing and Taxi Services: A Case Study in New York City

  Liu, H., Xu, C., Chen, Q. & Guo, Z., 2022, CICTP 2022: Intelligent, Green, and Connected Transportation - Proceedings of the 22nd COTA International Conference of Transportation Professionals. Zhu, S., Jiao, J., Tian, H., Gao, G., Wang, X., Zhang, Y., Wang, P. & Huang, H. (eds.). American Society of Civil Engineers (ASCE), p. 2991-3001 11 p. (CICTP 2022: Intelligent, Green, and Connected Transportation - Proceedings of the 22nd COTA International Conference of Transportation Professionals).

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

  • New York City 100%
  • Census Tract 100%
  • Mode Choice 100%
  • Taxi Service 100%
  • Ride-sourcing Services 100%

• URBAN SOUND & SIGHT: DATASET AND BENCHMARK FOR AUDIO-VISUAL URBAN SCENE UNDERSTANDING

  Fuentes, M., Steers, B., Zinemanas, P., Rocamora, M., Bondi, L., Wilkins, J., Shi, Q., Hou, Y., Das, S., Serra, X. & Bello, J. P., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 141-145 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

  • Annotation 100%
  • Potential Application 100%
  • Unlabeled Data 100%
  • Scene Understanding 100%
  • Public Sector 100%

• Visualization for Machine Learning

  Xenopoulos, P., Nonato, L. G. & Silva, C., 2022, Proceedings - 2022 35th Conference on Graphics, Patterns, and Images, SIBGRAPI 2022. de Carvalho, B. M. & Goncalves, L. M. G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 294-301 8 p. (Proceedings - 2022 35th Conference on Graphics, Patterns, and Images, SIBGRAPI 2022).

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

  • Machine Learning 100%
  • Visualization for Machine Learning 100%
  • Non-trivial Machine 50%
  • Visualization Technique 20%
  • Visual Representation 20%

• WAV2CLIP: LEARNING ROBUST AUDIO REPRESENTATIONS FROM CLIP

  Wu, H. H., Seetharaman, P., Kumar, K. & Bello, J. P., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4563-4567 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

  Open Access

  • Shared Embedding 100%
  • Contrastive Language-image Pre-training 100%
  • Embedding Space 100%
  • Multimodal Applications 50%
  • Code Weight 50%
• 2021

  Bridging Professional Development to Practice: Using School Support Visits to Build Teacher Confidence in Delivering Equitable CS Instruction

  Hill, K. & Fancsali, C., Mar 3 2021, SIGCSE 2021 - Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 725-731 7 p. (SIGCSE 2021 - Proceedings of the 52nd ACM Technical Symposium on Computer Science Education).

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

  • Professional Development 100%
  • In-service Professional Development 66%
  • Capacity Building 33%

• Computer Science Instruction and Academic Outcomes in Other Subjects

  Crasto, E. & Mirakhur, Z., Mar 3 2021, SIGCSE 2021 - Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 1333 1 p. (SIGCSE 2021 - Proceedings of the 52nd ACM Technical Symposium on Computer Science Education).

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

  • Computer Science 100%
  • Computer Science Education 12%
  • Computational Thinking 12%
  • Academic Performance 12%
  • Mathematics 12%

• Discovering and Measuring Malicious URL Redirection Campaigns from Fake News Domains

  Chen, Z. & Freire, J., May 2021, Proceedings - 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 9474273. (Proceedings - 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021).

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

  • Path Redirection 100%
  • URL Redirection 100%
  • Intelligence Report 50%
  • Amazon Web Services 50%
  • 2-clustering 11%

• DSDD: Domain-Specific Dataset Discovery on the Web

  Zhang, H., Santos, A. & Freire, J., Oct 26 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2527-2536 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Domain-specific Datasets 100%
  • Driven Exploration 100%
  • Data Lake 50%
  • Art Content 50%

• Establishing Trustworthiness Through Algorithmic Approaches to Qualitative Research

  Nguyen, H., Ahn, J., Belgrave, A., Lee, J., Cawelti, L., Kim, H. E., Prado, Y., Santagata, R. & Villavicencio, A., 2021, Advances in Quantitative Ethnography - Second International Conference, ICQE 2020, Proceedings. Ruis, A. R. & Lee, S. B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 47-61 15 p. (Communications in Computer and Information Science; vol. 1312).

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

  • Algorithmic Approach 100%
  • Natural Language Processing 100%
  • Analysis Process 100%
  • Qualitative Data 100%
  • Fundamental Component 100%

• EXPLORING MODALITY-AGNOSTIC REPRESENTATIONS for MUSIC CLASSIFICATION

  Wu, H. H., Fuentes, M. & Bello, J. P., 2021, SMC 2021 - Proceedings of the 18th Sound and Music Computing Conference. Mauro, D. A., Spagnol, S. & Valle, A. (eds.). Sound and music Computing network, p. 191-198 8 p. (Proceedings of the Sound and Music Computing Conferences; vol. 2021-June).

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

  • Experimental Result 100%
  • Performing System 100%
  • Music Information Retrieval 100%
  • Limited Labeled Data 100%
  • Cross-modal Retrieval 33%

• Extramentality; Automatic Mapping Generation for Gestural Control of Electronic Music

  de las Pozas, V. & Park, T. H., 2021, ICMC 2021 - Proceedings of the International Computer Music Conference 2021. Cadiz, R. F. (ed.). International Computer Music Association, p. 91-96 6 p. (ICMC 2021 - Proceedings of the International Computer Music Conference 2021).

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

  • Tradition 100%
  • Electronic music 100%
  • Mapping Generation 100%
  • Gesture Control 100%
  • Sound 50%

• Free Vibration Analysis of Torsional Line Shafts of Four-Stroke Engine

  Rezaiguia, A., Guenfoud, S. & Laefer, D. F., 2021, Advances in Mechanical Engineering, Materials and Mechanics - Selected contributions from the 7th International Conference on Advances in Mechanical Engineering and Mechanics, ICAMEM 2019. Kharrat, M., Dammak, F. & Baccar, M. (eds.). Springer, p. 211-217 7 p. (Lecture Notes in Mechanical Engineering).

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

  • Free Vibration Analysis 100%
  • Four-stroke Engine 100%
  • Stroke Engine 100%
  • Forced Vibration System 33%
  • Lagrange Formalism 33%

• Graph Neural Networks to Predict Sports Outcomes

  Xenopoulos, P. & Silva, C., 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. 1757-1763 7 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

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

  • Player Tracking Data 100%
  • Permutation Invariance 50%
  • Set Loss 50%
  • Role Assignment 50%
  • American Football 50%

• Interactive Audience Expansion on Large Scale Online Visitor Data

  Chan, G. Y. Y., Mai, T., Rao, A. B., Rossi, R. A., Du, F., Silva, C. T. & Freire, J., Aug 14 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2621-2631 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Target Audience 100%
  • Interactive Audiences 100%
  • Audience Expansion 100%
  • Speed-up 50%
  • Efficient Algorithm 50%

• Learning to Center Relational Ontologies: Desettling Interaction Analysis Methods

  Krishnamoorthy, R., Elliott, C. H., Ma, J. Y., Bang, M. & Marin, A., 2021, ISLS Annual Meeting 2021 Reflecting the Past and Embracing the Future - 15th International Conference of the Learning Sciences, ICLS 2021. de Vries, E., Hod, Y. & Ahn, J. (eds.). International Society of the Learning Sciences (ISLS), p. 851-858 8 p. (Proceedings of International Conference of the Learning Sciences, ICLS).

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

  • Ontology 100%
  • Interaction Analysis 100%
  • Conferences 100%
  • Learning Sciences 100%
  • Relational Ontology 100%

• Making Research Practice Partnerships Work: An Assessment of the Maker Partnership

  Fancsali, C., Klevan, S. & Mirakhur, Z., 2021, 2021 Research on Equity and Sustained Participation in Engineering, Computing, and Technology, RESPECT 2021 - Conference Proceedings. Gardner-McCune, C., Grady, S. D., Jimenez, Y., Ryoo, J. J., Santo, R. & Payton, J. (eds.). Institute of Electrical and Electronics Engineers Inc., (2021 Research on Equity and Sustained Participation in Engineering, Computing, and Technology, RESPECT 2021 - Conference Proceedings).

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

  • Research Practice 100%
  • Computer Science 100%
  • Practitioners 100%
  • Computational Thinking 33%
  • Practical Advice 33%

• Mixed Scape: Development of Framework and Artwork for Auditory Correspondence in Mixed Reality

  Park, S., Lee, J., Kim, T., Park, T. H., Bae, J. & Nam, J., 2021, ICMC 2021 - Proceedings of the International Computer Music Conference 2021. Cadiz, R. F. (ed.). International Computer Music Association, p. 11-17 7 p. (ICMC 2021 - Proceedings of the International Computer Music Conference 2021).

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

  • Artificial Intelligence 100%
  • Research Module 25%
  • Practice-led Research 25%
  • Arts-based Research 25%
  • Mixed Reality Systems 25%