Ivan Marsic

Orcid: 0000-0002-1033-6865

According to our database1, Ivan Marsic authored at least 153 papers between 1996 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning.
CoRR, 2024

Focusing on What Matters: Fine-grained Medical Activity Recognition for Trauma Resuscitation via Actor Tracking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Discovering interpretable medical process models: A case study in trauma resuscitation.
J. Biomed. Informatics, April, 2023

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., March, 2023

Rutgers Multimedia Image Processing Lab at SemEval-2023 Task-1: Text-Augmentation-based Approach for Visual Word Sense Disambiguation.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Eliciting Design Requirements for a Computer-Aided Monitoring and Alerting System to Improve PPE Compliance among Healthcare Workers.
Proceedings of the Companion Publication of the 2023 ACM Designing Interactive Systems Conference, 2023

Supporting Awareness of Dynamic Data: Approaches to Designing and Capturing Data within Interactive Clinical Checklists.
Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023

2022
A Speech-Based Model for Tracking the Progression of Activities in Extreme Action Teamwork.
Proc. ACM Hum. Comput. Interact., 2022

Exploring Runtime Decision Support for Trauma Resuscitation.
CoRR, 2022

Generating Privacy-Preserving Process Data with Deep Generative Models.
CoRR, 2022

TubeR: Tubelet Transformer for Video Action Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

An Analysis of Speech during Life Saving Interventions to Inform the Design of a Computerized System for Delay Detection.
Proceedings of the AMIA 2022, 2022

2021
Real-time medical phase recognition using long-term video understanding and progress gate method.
Medical Image Anal., 2021

Time-Domain Mapping Based Single-Channel Speech Separation With Hierarchical Constraint Training.
CoRR, 2021

VidTr: Video Transformer Without Convolutions.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Characterizing Speech in Life Saving Interventions to Inform Computerized Clinical Decision Support for Complex Medical Teamwork.
Proceedings of the Companion Publication of the 2021 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2021

Designing Interactive Alerts to Improve Recognition of Critical Events in Medical Emergencies.
Proceedings of the DIS '21: Designing Interactive Systems Conference 2021, 2021

2020
Multi-Label Activity Recognition using Activity-specific Features.
CoRR, 2020

Video-based Concurrent Activity Recognition for Trauma Resuscitation.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Speech-Based Activity Recognition for Trauma Resuscitation.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Residual Recurrent Neural Network for Speech Enhancement.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
RHR-Net: A Residual Hourglass Recurrent Neural Network for Speech Enhancement.
CoRR, 2019

Mutual Correlation Attentive Factors in Dyadic Fusion Networks for Speech Emotion Recognition.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Multimodal Attention Network for Trauma Activity Recognition from Spoken Language and Environmental Sound.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Assessing the Feasibility of Speech-Based Activity Recognition in Dynamic Medical Settings.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
An approach to automatic process deviation detection in a time-critical clinical process.
J. Biomed. Informatics, 2018

Tri-axial Self-Attention for Concurrent Activity Recognition.
CoRR, 2018

Deep Multimodal Learning for Emotion Recognition in Spoken Language.
CoRR, 2018

An Analysis of Speech as a Modality for Activity Recognition during Complex Medical Teamwork.
Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018

Human Conversation Analysis Using Attentive Multimodal Networks with Hierarchical Encoder-Decoder.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Process Mining the Trauma Resuscitation Patient Cohorts.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Intention Mining in Medical Process: A Case Study in Trauma Resuscitation.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Discovering Interpretable Medical Workflow Models.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Deep Mul Timodal Learning for Emotion Recognition in Spoken Language.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Hybrid Attention based Multimodal Network for Spoken Language Classification.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Progress Estimation and Phase Detection for Sequential Processes.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

A Framework for Evaluating Trace Alignments.
CoRR, 2017

Concurrent Activity Recognition with Multimodal CNN-LSTM Structure.
CoRR, 2017

Process Progress Estimation and Phase Detection.
CoRR, 2017

Online People Tracking and Identification with RFID and Kinect.
CoRR, 2017

Process Mining for Trauma Resuscitation.
IEEE Intell. Informatics Bull., 2017

Region-based Activity Recognition Using Conditional GAN.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

A Data-driven Process Recommender Framework.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

CAR - a deep learning structure for concurrent activity recognition: poster abstract.
Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

3D activity localization with multiple sensors: poster abstract.
Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Evaluation of Trace Alignment Quality and its Application in Medical Process Mining.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Semi-Synthetic Trauma Resuscitation Process Data Generator.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Medical Workflow Modeling Using Alignment-Guided State-Splitting HMM.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Language-Based Process Phase Detection in the Trauma Resuscitation.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Process-Oriented Iterative Multiple Alignment for Medical Process Mining.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Speech Intention Classification with Multimodal Deep Learning.
Proceedings of the Advances in Artificial Intelligence, 2017

Exploring Design Opportunities for a Context-Adaptive Medical Checklist Through Technology Probe Approach.
Proceedings of the 2017 Conference on Designing Interactive Systems, 2017

2016
Passive RFID for Object and Use Detection during Trauma Resuscitation.
IEEE Trans. Mob. Comput., 2016

Enhancing semi-supervised learning through label-aware base kernels.
Neurocomputing, 2016

Online process phase detection using multimodal deep learning.
Proceedings of the 7th IEEE Annual Ubiquitous Computing, 2016

Deep Learning for RFID-Based Activity Recognition.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Activity recognition for medical teamwork based on passive RFID.
Proceedings of the 2016 IEEE International Conference on RFID, 2016

Design challenges in converting a paper checklist to digital format for dynamic medical settings.
Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016

Deep neural network for RFID-based activity recognition.
Proceedings of the Eighth Wireless of the Students, 2016

Duration-Aware Alignment of Process Traces.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

Privacy Preserving Dynamic Room Layout Mapping.
Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Checklist as a Memory Externalization Tool during a Critical Care Process.
Proceedings of the AMIA 2016, 2016

2015
From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2014
Design and Evaluation of RFID Deployments in a Trauma Resuscitation Bay.
IEEE J. Biomed. Health Informatics, 2014

Sparse semi-supervised learning on low-rank kernel.
Neurocomputing, 2014

Balancing design tensions: iterative display design to support ad hoc and multidisciplinary medical teamwork.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Detecting Object Motion Using Passive RFID: A Trauma Resuscitation Case Study.
IEEE Trans. Instrum. Meas., 2013

Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
Teamwork Errors in Trauma Resuscitation.
ACM Trans. Comput. Hum. Interact., 2012

Introducing RFID technology in dynamic and time-critical medical settings: Requirements and challenges.
J. Biomed. Informatics, 2012

Patient-friendly detection of early peripheral arterial diseases (PAD) by budgeted sensor selection.
Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 2012

2011
Leadership structures in emergency care settings: A study of two trauma centers.
Int. J. Medical Informatics, 2011

Non-intrusive localization of passive RFID tagged objects in an indoor workplace.
Proceedings of the 2011 IEEE International Conference on RFID-Technologies and Applications, 2011

Activity recognition for emergency care using RFID.
Proceedings of the 6th International Conference on Body Area Networks, 2011

2010
MAC-layer proactive mixing for network coding in multi-hop wireless networks.
Comput. Networks, 2010

Performance analysis of the IEEE 802.11 DCF in the presence of the hidden stations.
Comput. Networks, 2010

Monitoring Interactions with RFID Tagged Objects Using RSSI.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2010

2009
Link-layer-and-above diversity in multihop wireless networks.
IEEE Commun. Mag., 2009

Improved delayed ACK for TCP over multi-hop wireless networks.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

2008
Launching an E-Learning System in a School - Cross-European e-/m-Learning System UNITE: A Case Study.
Proceedings of the WEBIST 2008, 2008

Network Coding via Opportunistic Forwarding in Wireless Mesh Networks.
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008

Improving TCP Performance Over Multi-Hop Wireless Networks.
Proceedings of the 68th IEEE Vehicular Technology Conference, 2008

Transactive memory in trauma resuscitation.
Proceedings of the 2008 ACM Conference on Computer Supported Cooperative Work, 2008

Quantifying adaptation parameters for information support of trauma teams.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
MAC Scheduling Using Channel State Diversity for High-Throughput IEEE 802.11 Mesh Networks.
IEEE Commun. Mag., 2007

Effectiveness of Physical and Virtual Carrier Sensing in IEEE 802.11 Wireless Ad Hoc Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Analysis of Non-Saturation and Saturation Performance of IEEE 802.11 DCF in the Presence of Hidden Stations.
Proceedings of the 66th IEEE Vehicular Technology Conference, 2007

Persistent Pseudo-Clearance Problem in IEEE802.11 Mesh Networks and its Multicast Based Solutions.
Proceedings of the 15th IEEE Workshop on Local & Metropolitan Area Networks, 2007

Access Delay Analysis of IEEE 802.11 DCF in the Presence of Hidden Stations.
Proceedings of the Global Communications Conference, 2007

SYNG: A middleware for statefull groupware in mobile environments.
Proceedings of the 3rd International Conference on Collaborative Computing: Networking, 2007

2006
Link Quality and Signal-to-Noise Ratio in 802.11 WLAN with Fading: A Time-Series Analysis.
Proceedings of the 64th IEEE Vehicular Technology Conference, 2006

2005
Exact and Heuristic Algorithms for Dynamic Tree Simplification.
J. Math. Model. Algorithms, 2005

Pricing and Charging for QoS.
Proceedings of the Joint International Conference on Autonomic and Autonomous Systems 2005 / International Conference on Networking and Services 2005, 2005

Size Does Matter in Computer Collaboration: Heterogeneous Platform Effects on Human-Human Interaction.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

An optimization approach to group coupling in heterogeneous collaborative systems.
Proceedings of the 2005 International ACM SIGGROUP Conference on Supporting Group Work, 2005

2004
"Who's in charge here?" communicating across unequal computer platforms.
ACM Trans. Comput. Hum. Interact., 2004

Hierarchical Routing Overhead in Mobile Ad Hoc Networks.
IEEE Trans. Mob. Comput., 2004

Supporting Collaboration in Heterogeneous Environments.
J. Manag. Inf. Syst., 2004

Software Framework for Managing Heterogeneity in Mobile Collaborative Systems.
Comput. Support. Cooperative Work., 2004

Stateful publish-subscribe for mobile environments.
Proceedings of the 2nd ACM International Workshop on Wireless Mobile Applications and Services on WLAN Hotspots, 2004

New methods for estimating/forecasting link bandwidths in 802.11b WLANs.
Proceedings of the 60th IEEE Vehicular Technology Conference, 2004

A Simplification Architecture for Exploring Navigation Tradeoffs in Mobile VR.
Proceedings of the IEEE Virtual Reality Conference 2004 (VR 2004), 2004

Asymmetric collaboration through tele-presence.
Proceedings of the 2004 ACM SIGMM Workshop on Effective Telepresence, 2004

Adaptive Applications for Ubiquitous Collaboration in Mobile Environments.
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

2003
A Query Scope Agent for Flood Search Routing Protocols.
Wirel. Networks, 2003

Handling Heterogeneity in Networked Virtual Environments.
Presence Teleoperators Virtual Environ., 2003

Flexible User Interfaces for Group Collaboration.
Int. J. Hum. Comput. Interact., 2003

Tree-Based Concurrency Control in Distributed Groupware.
Comput. Support. Cooperative Work., 2003

Capacity compatible 2-level link state routing for ad hoc networks with mobile clusterheads.
Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003

Modeling and prediction of session throughput of constant bit rate streams in wireless data networks.
Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003

Models for Non-intrusive Estimation of Wireless Link Bandwidth.
Proceedings of the Personal Wireless Communications, IFIP-TC6 8th International Conference, 2003

Publish-Subscribe for Mobile Environments.
Proceedings of the Web Engineering, International Conference, 2003

A framework for rapid development of multimodal interfaces.
Proceedings of the 5th International Conference on Multimodal Interfaces, 2003

The DISCIPLE System for Collaboration over the Heterogeneous Web.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

2002
Piecewise Network Awareness Service for Wireless/Mobile Pervasive Computing.
Mob. Networks Appl., 2002

Accurate bandwidth measurement in xDSL service networks.
Comput. Commun., 2002

Location management for hierarchically organized mobile ad hoc networks.
Proceedings of the 2002 IEEE Wireless Communications and Networking Conference Record, 2002

Location Management Handoff Overhead in Hierarchically Organized Mobile Ad hoc Networks.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

Clustering Overhead for Hierarchical Routing in Mobile Ad hoc Networks.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

Mobile Adaptive Applications for Ubiquitous Collaboration in Heterogeneous Environments.
Proceedings of the 22nd International Conference on Distributed Computing Systems, 2002

Designing and Examining PC to Palm Collaboration.
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002

2001
Adaptive Collaboration for Wired and Wireless Platforms.
IEEE Internet Comput., 2001

Fuzzy Reasoning for Wireless Awareness.
Int. J. Wirel. Inf. Networks, 2001

Latecomer and Crash Recovery Support in Fault-Tolerant Groupware.
IEEE Distributed Syst. Online, 2001

ViBE: virtual biology experiments.
Proceedings of the Tenth International World Wide Web Conference, 2001

An Architecture for Heterogeneous Groupware Applications.
Proceedings of the 23rd International Conference on Software Engineering, 2001

An Application of Parameter Estimation to Route Discovery by On-Demand Routing Protocols.
Proceedings of the 21st International Conference on Distributed Computing Systems (ICDCS 2001), 2001

Sharing Viewpoints in Collaborative Virtual Environments.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

Charging for QoS in internetworks.
Proceedings of the Global Telecommunications Conference, 2001

Pricing QoS: Simulation and Analysis.
Proceedings of the Proceedings 34th Annual Simulation Symposium (SS 2001), 2001

2000
Natural communication with information systems.
Proc. IEEE, 2000

Message caching for local and global resource optimization in shared virtual environments.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2000

A Novel Concurrency Control Algorithm in Distributed Groupware.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000

Real-Time Collaboration in Heterogeneous Computing Environments.
Proceedings of the 2000 International Symposium on Information Technology (ITCC 2000), 2000

Multi-level Reliability in Multimedia Collaboration over Heterogeneous Networks.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

A Novel User Interface for Group Collaboration.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

1999
View-based object recognition using saliency maps.
Image Vis. Comput., 1999

DISCIPLE: A Framework for Multimodal Collaboration in Heterogeneous Environments.
ACM Comput. Surv., 1999

Design of the DISCIPLE Synchronous Collaboration Framework.
Proceedings of the Internet, Multimedia Systems and Applications, 1999

An Advanced Communication Toolkit for Implementing the Broker Pattern.
Proceedings of the 19th International Conference on Distributed Computing Systems, Austin, TX, USA, May 31, 1999

An Application Framework for Synchronous Collaboration using Java Beans.
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999

Collaboration transparency in the DISCIPLE framework.
Proceedings of GROUP'99, 1999

A Desktop Design for Synchronous Collaboration.
Proceedings of the Graphics Interface 1999 Conference, 1999

1998
A system for medical consultation and education using multimodal human/machine communication.
IEEE Trans. Inf. Technol. Biomed., 1998

View-Based Object Matching.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

1997
Compression guidelines for diagnostic telepathology.
IEEE Trans. Inf. Technol. Biomed., 1997

Saliency-Based Visual Representation for Compression.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Issues in measuring the benefits of multimodal interfaces.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Establishing perceptual criteria on image quality in diagnostic telepathology.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


  Loading...