Ivan Marsic

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 68

Top Venues

CoRR

ICHI

ACM Multimedia

Conference on Designing Interactive Systems

Publications

Wenjin Zhang, Keyi Li, Sen Yang, Chenyang Gao, Wanzhao Yang, Sifan Yuan, Ivan Marsic
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning. CoRR (2024)
Keyi Li, Sen Yang, Chenyang Gao, Ivan Marsic
Rutgers Multimedia Image Processing Lab at SemEval-2023 Task-1: Text-Augmentation-based Approach for Visual Word Sense Disambiguation. SemEval@ACL (2023)
Keyi Li, Ivan Marsic, Aleksandra Sarcevic, Sen Yang, Travis M. Sullivan, Peyton E. Tempel, Zachary P. Milestone, Karen J. O'Connell, Randall S. Burd
Discovering interpretable medical process models: A case study in trauma resuscitation. J. Biomed. Informatics 140 (2023)
Chenyang Gao, Yue Gu, Ivan Marsic
Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation. INTERSPEECH (2023)
Angela Mastrianni, Aleksandra Sarcevic, Hua Cui, Megan A. Krentsa, Travis M. Sullivan, Issa Zakeri, Ivan Marsic, Randall S. Burd
Supporting Awareness of Dynamic Data: Approaches to Designing and Capturing Data within Interactive Clinical Checklists. Conference on Designing Interactive Systems (2023)
Aleksandra Sarcevic, Carmen-Mai Riley, Waverly Gestrich-Thompson, Ivan Marsic, Karen J. O'Connell, Randall S. Burd
Eliciting Design Requirements for a Computer-Aided Monitoring and Alerting System to Improve PPE Compliance among Healthcare Workers. Conference on Designing Interactive Systems (Companion Volume) (2023)
Chenyang Gao, Yue Gu, Ivan Marsic
Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation. CoRR (2023)
Chenyang Gao, Ivan Marsic, Aleksandra Sarcevic, Waverly Gestrich-Thompson, Randall S. Burd
Real-time Context-Aware Multimodal Network for Activity and Activity-Stage Recognition from Team Communication in Dynamic Clinical Settings. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (1) (2023)
Jiaojiao Zhao, Yanyi Zhang, Xinyu Li, Hao Chen, Bing Shuai, Mingze Xu, Chunhui Liu, Kaustav Kundu, Yuanjun Xiong, Davide Modolo, Ivan Marsic, Cees G. M. Snoek, Joseph Tighe
TubeR: Tubelet Transformer for Video Action Detection. CVPR (2022)
Katherine Ann Zellner, Louis Jiorgio Villegas, Charles Neff, Waverly Gestrich-Thompson, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic
An Analysis of Speech during Life Saving Interventions to Inform the Design of a Computerized System for Delay Detection. AMIA (2022)
Swathi Jagannath, Neha Kamireddi, Katherine Ann Zellner, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic
A Speech-Based Model for Tracking the Progression of Activities in Extreme Action Teamwork. Proc. ACM Hum. Comput. Interact. 6 (CSCW1) (2022)
Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic
Exploring Runtime Decision Support for Trauma Resuscitation. CoRR (2022)
Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic
Generating Privacy-Preserving Process Data with Deep Generative Models. CoRR (2022)
Xinyu Li, Yanyi Zhang, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe
VidTr: Video Transformer Without Convolutions. CoRR (2021)
Katherine Ann Zellner, Matt Coates, Alex Lee, Swathi Jagannath, Aleksandra Sarcevic, Emily C. Alberto, Allison Harvey, Randall S. Burd, Ivan Marsic
Characterizing Speech in Life Saving Interventions to Inform Computerized Clinical Decision Support for Complex Medical Teamwork. CSCW Companion (2021)
Yanyi Zhang, Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe
VidTr: Video Transformer Without Convolutions. ICCV (2021)
Chenyang Gao, Yue Gu, Ivan Marsic
Time-Domain Mapping Based Single-Channel Speech Separation With Hierarchical Constraint Training. CoRR (2021)
Angela Mastrianni, Aleksandra Sarcevic, Lauren Chung, Issa Zakeri, Emily Alberto, Zachary Milestone, Ivan Marsic, Randall S. Burd
Designing Interactive Alerts to Improve Recognition of Critical Events in Medical Emergencies. Conference on Designing Interactive Systems (2021)
Yanyi Zhang, Xinyu Li, Ivan Marsic
Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations. CVPR (2021)
Yanyi Zhang, Ivan Marsic, Randall S. Burd
Real-time medical phase recognition using long-term video understanding and progress gate method. Medical Image Anal. 74 (2021)
Jalal Abdulbaqi, Yue Gu, Shuhong Chen, Ivan Marsic
Residual Recurrent Neural Network for Speech Enhancement. ICASSP (2020)
Yanyi Zhang, Yue Gu, Ivan Marsic, Yinan Zheng, Randall S. Burd
Video-based Concurrent Activity Recognition for Trauma Resuscitation. ICHI (2020)
Jalal Abdulbaqi, Yue Gu, Zhichao Xu, Chenyang Gao, Ivan Marsic, Randall S. Burd
Speech-Based Activity Recognition for Trauma Resuscitation. ICHI (2020)
Yanyi Zhang, Xinyu Li, Ivan Marsic
Multi-Label Activity Recognition using Activity-specific Features. CoRR (2020)
Swathi Jagannath, Aleksandra Sarcevic, Neha Kamireddi, Ivan Marsic
Assessing the Feasibility of Speech-Based Activity Recognition in Dynamic Medical Settings. CHI Extended Abstracts (2019)
Jalal Abdulbaqi, Yue Gu, Ivan Marsic
RHR-Net: A Residual Hourglass Recurrent Neural Network for Speech Enhancement. CoRR (2019)
Yue Gu, Xinyu Lyu, Weijia Sun, Weitian Li, Shuhong Chen, Xinyu Li, Ivan Marsic
Mutual Correlation Attentive Factors in Dyadic Fusion Networks for Speech Emotion Recognition. ACM Multimedia (2019)
Yue Gu, Ruiyu Zhang, Xinwei Zhao, Shuhong Chen, Jalal Abdulbaqi, Ivan Marsic, Megan Cheng, Randall S. Burd
Multimodal Attention Network for Trauma Activity Recognition from Spoken Language and Environmental Sound. ICHI (2019)
Yue Gu, Kangning Yang, Shiyu Fu, Shuhong Chen, Xinyu Li, Ivan Marsic
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment. CoRR (2018)
Jingyuan Li, Sen Yang, Shuhong Chen, Fei Tao, Ivan Marsic, Randall S. Burd
Discovering Interpretable Medical Workflow Models. ICHI (2018)
Sen Yang, Fei Tao, Jingyuan Li, Dawei Wang, Shuhong Chen, Omar Z. Ahmed, Ivan Marsic, Randall S. Burd
Process Mining the Trauma Resuscitation Patient Cohorts. ICHI (2018)
Yue Gu, Shuhong Chen, Ivan Marsic
Deep Multimodal Learning for Emotion Recognition in Spoken Language. CoRR (2018)
Sen Yang, Weiqing Ni, Xin Dong, Shuhong Chen, Richard A. Farneth, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Intention Mining in Medical Process: A Case Study in Trauma Resuscitation. ICHI (2018)
Sen Yang, Aleksandra Sarcevic, Richard A. Farneth, Shuhong Chen, Omar Z. Ahmed, Ivan Marsic, Randall S. Burd
An approach to automatic process deviation detection in a time-critical clinical process. J. Biomed. Informatics 85 (2018)
Yue Gu, Shuhong Chen, Ivan Marsic
Deep Mul Timodal Learning for Emotion Recognition in Spoken Language. ICASSP (2018)
Yue Gu, Kangning Yang, Shiyu Fu, Shuhong Chen, Xinyu Li, Ivan Marsic
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment. ACL (1) (2018)
Yue Gu, Kangning Yang, Shiyu Fu, Shuhong Chen, Xinyu Li, Ivan Marsic
Hybrid Attention based Multimodal Network for Spoken Language Classification. COLING (2018)
Yue Gu, Xinyu Li, Kaixiang Huang, Shiyu Fu, Kangning Yang, Shuhong Chen, Moliang Zhou, Ivan Marsic
Human Conversation Analysis Using Attentive Multimodal Networks with Hierarchical Encoder-Decoder. ACM Multimedia (2018)
Yanyi Zhang, Xinyu Li, Kaixiang Huang, Yehan Wang, Shuhong Chen, Ivan Marsic
Tri-axial Self-Attention for Concurrent Activity Recognition. CoRR (2018)
Swathi Jagannath, Aleksandra Sarcevic, Ivan Marsic
An Analysis of Speech as a Modality for Activity Recognition during Complex Medical Teamwork. PervasiveHealth (2018)
Moliang Zhou, Sen Yang, Shuyu Lv, Xinyu Li, Shuhong Chen, Ivan Marsic, Randall S. Burd
A Framework for Evaluating Trace Alignments. CoRR (2017)
Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd
Online People Tracking and Identification with RFID and Kinect. CoRR (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Yueyang Chen, Huangcan Li, Ivan Marsic, Randall S. Burd
Region-based Activity Recognition Using Conditional GAN. ACM Multimedia (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Yueyang Chen, Shuhong Chen, Yue Gu, Moliang Zhou, Richard A. Farneth, Ivan Marsic, Randall S. Burd
Process Progress Estimation and Phase Detection. CoRR (2017)
Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic
Process-oriented Iterative Multiple Alignment for Medical Process Mining. CoRR (2017)
Sen Yang, Yichen Zhou, Yifeng Guo, Richard A. Farneth, Ivan Marsic, Randall S. Burd
Semi-Synthetic Trauma Resuscitation Process Data Generator. ICHI (2017)
Sen Yang, Moliang Zhou, Shuhong Chen, Xin Dong, Omar Z. Ahmed, Randall S. Burd, Ivan Marsic
Medical Workflow Modeling Using Alignment-Guided State-Splitting HMM. ICHI (2017)
Yanyi Zhang, Xinyu Li, Jianyu Zhang, Shuhong Chen, Moliang Zhou, Richard A. Farneth, Ivan Marsic, Randall S. Burd
CAR - a deep learning structure for concurrent activity recognition: poster abstract. IPSN (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd
Concurrent Activity Recognition with Multimodal CNN-LSTM Structure. CoRR (2017)
Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic
A Data-driven Process Recommender Framework. KDD (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Yue Gu, Richard A. Farneth, Ivan Marsic, Randall S. Burd
3D activity localization with multiple sensors: poster abstract. IPSN (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Moliang Zhou, Shuhong Chen, Yue Gu, Yueyang Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd
Progress Estimation and Phase Detection for Sequential Processes. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Leah Kulp, Aleksandra Sarcevic, Richard A. Farneth, Omar Z. Ahmed, Dung Mai, Ivan Marsic, Randall S. Burd
Exploring Design Opportunities for a Context-Adaptive Medical Checklist Through Technology Probe Approach. Conference on Designing Interactive Systems (2017)
Moliang Zhou, Sen Yang, Xinyu Li, Shuyu Lv, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd
Evaluation of Trace Alignment Quality and its Application in Medical Process Mining. ICHI (2017)
Sen Yang, Jingyuan Li, Xiaoyi Tang, Shuhong Chen, Ivan Marsic, Randall S. Burd
Process Mining for Trauma Resuscitation. IEEE Intell. Informatics Bull. 18 (1) (2017)
Yue Gu, Xinyu Li, Shuhong Chen, Jianyu Zhang, Ivan Marsic
Speech Intention Classification with Multimodal Deep Learning. Canadian Conference on AI (2017)
Yue Gu, Xinyu Li, Shuhong Chen, Hunagcan Li, Richard A. Farneth, Ivan Marsic, Randall S. Burd
Language-Based Process Phase Detection in the Trauma Resuscitation. ICHI (2017)
Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic
Process-Oriented Iterative Multiple Alignment for Medical Process Mining. ICDM Workshops (2017)
Xinyu Li, Yanyi Zhang, Ivan Marsic, Aleksandra Sarcevic, Randall S. Burd
Deep Learning for RFID-Based Activity Recognition. SenSys (2016)
Sen Yang, Moliang Zhou, Rachel Webman, JaeWon Yang, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Duration-Aware Alignment of Process Traces. ICDM (2016)
Xinyu Li, Yanyi Zhang, Mengzhu Li, Ivan Marsic, JaeWon Yang, Randall S. Burd
Deep neural network for RFID-based activity recognition. S3@MobiCom (2016)
Qiaojun Wang, Kai Zhang, Zhengzhang Chen, Dequan Wang, Guofei Jiang, Ivan Marsic
Enhancing semi-supervised learning through label-aware base kernels. Neurocomputing 171 (2016)
Xinyu Li, Dongyang Yao, Xuechao Pan, Jonathan Johannaman, JaeWon Yang, Rachel Webman, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Activity recognition for medical teamwork based on passive RFID. IEEE RFID (2016)
Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd
Privacy Preserving Dynamic Room Layout Mapping. ICISP (2016)
Siddika Parlak, Ivan Marsic, Aleksandra Sarcevic, Waheed U. Bajwa, Lauren J. Waterhouse, Randall S. Burd
Passive RFID for Object and Use Detection during Trauma Resuscitation. IEEE Trans. Mob. Comput. 15 (4) (2016)
Xinyu Li, Yanyi Zhang, Mengzhu Li, Shuhong Chen, Farneth R. Austin, Ivan Marsic, Randall S. Burd
Online process phase detection using multimodal deep learning. UEMCON (2016)
Aleksandra Sarcevic, Brett J. Rosen, Leah J. Kulp, Ivan Marsic, Randall S. Burd
Design challenges in converting a paper checklist to digital format for dynamic medical settings. PervasiveHealth (2016)
Aleksandra Sarcevic, Zhan Zhang, Ivan Marsic, Randall S. Burd, Leah Kulp
Checklist as a Memory Externalization Tool during a Critical Care Process. AMIA (2016)
Kai Zhang, Qiaojun Wang, Zhengzhang Chen, Ivan Marsic, Vipin Kumar, Guofei Jiang, Jie Zhang
From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding. SDM (2015)
Qiaojun Wang, Kai Zhang, Guofei Jiang, Ivan Marsic
Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels. AAAI (2014)
Siddika Parlak, Shriniwas Ayyer, Ying Yu Liu, Ivan Marsic
Design and Evaluation of RFID Deployments in a Trauma Resuscitation Bay. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Kai Zhang, Qiaojun Wang, Liang Lan, Yu Sun, Ivan Marsic
Sparse semi-supervised learning on low-rank kernel. Neurocomputing 129 (2014)
Diana S. Kusunoki, Aleksandra Sarcevic, Nadir Weibel, Ivan Marsic, Zhan Zhang, Genevieve Tuveson, Randall S. Burd
Balancing design tensions: iterative display design to support ad hoc and multidisciplinary medical teamwork. CHI (2014)
Kai Zhang, Vincent Wenchen Zheng, Qiaojun Wang, James Tin-Yau Kwok, Qiang Yang, Ivan Marsic
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels. ICML (3) (2013)
Siddika Parlak, Ivan Marsic
Detecting Object Motion Using Passive RFID: A Trauma Resuscitation Case Study. IEEE Trans. Instrum. Meas. 62 (9) (2013)
Qiaojun Wang, Kai Zhang, Ivan Marsic, John K. J. Li, Fabian Moerchen
Patient-friendly detection of early peripheral arterial diseases (PAD) by budgeted sensor selection. PervasiveHealth (2012)
Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Teamwork Errors in Trauma Resuscitation. ACM Trans. Comput. Hum. Interact. 19 (2) (2012)
Siddika Parlak, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Introducing RFID technology in dynamic and time-critical medical settings: Requirements and challenges. J. Biomed. Informatics 45 (5) (2012)
Siddika Parlak, Ivan Marsic
Non-intrusive localization of passive RFID tagged objects in an indoor workplace. RFID-TA (2011)
Siddika Parlak, Ivan Marsic, Randall S. Burd
Activity recognition for emergency care using RFID. BODYNETS (2011)
Aleksandra Sarcevic, Ivan Marsic, Lauren J. Waterhouse, David C. Stockwell, Randall S. Burd
Leadership structures in emergency care settings: A study of two trauma centers. Int. J. Medical Informatics 80 (4) (2011)
Jian Zhang, Yuanzhu Peter Chen, Ivan Marsic
MAC-layer proactive mixing for network coding in multi-hop wireless networks. Comput. Networks 54 (2) (2010)
Fu-Yi Hung, Ivan Marsic
Performance analysis of the IEEE 802.11 DCF in the presence of the hidden stations. Comput. Networks 54 (15) (2010)
Siddika Parlak, Ivan Marsic
Monitoring Interactions with RFID Tagged Objects Using RSSI. MobiQuitous (2010)
Yuanzhu Peter Chen, Jian Zhang, Ivan Marsic
Link-layer-and-above diversity in multihop wireless networks. IEEE Commun. Mag. 47 (2) (2009)
Beizhong Chen, Ivan Marsic, Huai-Rong Shao, Ray Miller
Improved delayed ACK for TCP over multi-hop wireless networks. WCNC (2009)
Beizhong Chen, Ivan Marsic, Ray Miller
Improving TCP Performance Over Multi-Hop Wireless Networks. VTC Fall (2008)
Aleksandra Sarcevic, Ivan Marsic, Michael E. Lesk, Randall S. Burd
Transactive memory in trauma resuscitation. CSCW (2008)
Aleksandra Sarcevic, Michael E. Lesk, Ivan Marsic, Randall S. Burd
Quantifying adaptation parameters for information support of trauma teams. CHI Extended Abstracts (2008)
Jian Zhang, Yuanzhu Peter Chen, Ivan Marsic
Network Coding via Opportunistic Forwarding in Wireless Mesh Networks. WCNC (2008)
Maja Cukusic, Andrina Granic, Ivan Marsic
Launching an E-Learning System in a School - Cross-European e-/m-Learning System UNITE: A Case Study. WEBIST (1) (2008)
Fu-Yi Hung, Ivan Marsic
Analysis of Non-Saturation and Saturation Performance of IEEE 802.11 DCF in the Presence of Hidden Stations. VTC Fall (2007)
Jian Zhang, Yuanzhu Peter Chen, Ivan Marsic
Persistent Pseudo-Clearance Problem in IEEE802.11 Mesh Networks and its Multicast Based Solutions. LANMAN (2007)
Jian Zhang, Yuanzhu Peter Chen, Ivan Marsic
MAC Scheduling Using Channel State Diversity for High-Throughput IEEE 802.11 Mesh Networks. IEEE Commun. Mag. 45 (11) (2007)
Fu-Yi Hung, Ivan Marsic
Effectiveness of Physical and Virtual Carrier Sensing in IEEE 802.11 Wireless Ad Hoc Networks. WCNC (2007)
Fu-Yi Hung, Ivan Marsic
Access Delay Analysis of IEEE 802.11 DCF in the Presence of Hidden Stations. GLOBECOM (2007)
Jian Zhang, Ivan Marsic
Link Quality and Signal-to-Noise Ratio in 802.11 WLAN with Fading: A Time-Series Analysis. VTC Fall (2006)
Carlos D. Correa, Ivan Marsic
An optimization approach to group coupling in heterogeneous collaborative systems. GROUP (2005)
Carlos D. Correa, Ivan Marsic, Xiaodong Sun
Exact and Heuristic Algorithms for Dynamic Tree Simplification. J. Math. Model. Algorithms 4 (4) (2005)
Safiullah Faizullah, Ivan Marsic
Pricing and Charging for QoS. ICAS/ICNS (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ivan Marsic