Erik Blasch

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 172

Top Venues

Publications

Jingyi Yuan, Yang Weng, Erik Blasch
DipDNN: Preserving Inverse Consistency and Approximation Efficiency for Invertible Learning. KDD (2024)
Erik Blasch
Digital Twins for Cognitive Situation Awareness. CogSIMA (2024)
Duo Xu, Xin Tian, Khanh Pham, Erik Blasch, Genshe Chen
Virtual Network Function Placement for Mapping SFC Requests of UAV-Sourced Video Streaming in Cloud Networks. ICC Workshops (2024)
Ronghua Xu, Deeraj Nagothu, Yu Chen, Alex Aved, Erika Ardiles-Cruz, Erik Blasch
A Secure Interconnected Autonomous System Architecture for Multi-Domain IoT Ecosystems. IEEE Commun. Mag. 62 (7) (2024)
Peiyao Wang, Yuewei Lin, Erik Blasch, Jie Wei, Haibin Ling
Efficient Temporal Action Segmentation via Boundary-aware Query Voting. CoRR (2024)
Haoran Li, Yang Weng, Vijay Vittal, Erik Blasch
Distribution Grid Topology and Parameter Estimation Using Deep-Shallow Neural Network With Physical Consistency. IEEE Trans. Smart Grid 15 (1) (2024)
Qian Qu, Mohsen Hatami, Ronghua Xu, Deeraj Nagothu, Yu Chen, Xiaohua Li, Erik Blasch, Erika Ardiles-Cruz, Genshe Chen
The Microverse: A Task-Oriented Edge-Scale Metaverse. Future Internet 16 (2) (2024)
Erik Blasch
Human-Machine Situation Analysis by Design. CogSIMA (2024)
Nayoung Kim, Myke C. Cohen, Yang Ba, Anna Pan, Shawaiz Bhatti, Pouria Salehi, James Sung, Erik Blasch, Michelle V. Mancenido, Erin K. Chiou
PADTHAI-MM: A Principled Approach for Designing Trustable, Human-centered AI systems using the MAST Methodology. CoRR (2024)
Huamei Chen, Zhigang Zhu, Hao Tang, Erik Blasch, Khanh D. Pham, Genshe Chen
Flying Projectile Attitude Determination from Ground-Based Monocular Imagery with a Priori Knowledge. Inf. 15 (4) (2024)
Sahil Sidheekh, Pranuthi Tenali, Saurabh Mathur, Erik Blasch, Kristian Kersting, Sriraam Natarajan
Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits. CoRR (2024)
Pouria Salehi, Yang Ba, Nayoung Kim, Ahmadreza Mosallanezhad, Anna Pan, Myke C. Cohen, Yixuan Wang, Jieqiong Zhao, Shawaiz Bhatti, James Sung, Erik Blasch, Michelle V. Mancenido, Erin K. Chiou
Towards Trustworthy AI-Enabled Decision Support Systems: Validation of the Multisource AI Scorecard Table (MAST). J. Artif. Intell. Res. 80 (2024)
Kalyan Garigapati, Erik Blasch, Jie Wei, Haibin Ling
Transparent Object Tracking with Enhanced Fusion Module. IROS (2023)
Anne-Laure Jousselme, Johan Pieter de Villiers, Allan De Freitas, Erik Blasch, Valentina Dragos, Gregor Pavlin, Paulo C. G. Costa, Kathryn B. Laskey, Claire Laudy
Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models. FUSION (2023)
Spencer Low, Oliver Nina, Angel Domingo Sappa, Erik Blasch, Nathan Inkawhich
Multi-modal Aerial View Image Challenge: Translation from Synthetic Aperture Radar to Electro-Optical Domain Results - PBVS 2023. CVPR Workshops (2023)
Jie Wei, Weicong Feng, Erik Blasch, Erika Ardiles-Cruz, Haibin Ling
Image Prior and Posterior Conditional Probability Representation for Efficient Damage Assessment. CoRR (2023)
Yufeng Zheng, Erik Blasch
Facial Micro-Expression Recognition Enhanced by Score Fusion and a Hybrid Model from Convolutional LSTM and Vision Transformer. Sensors 23 (12) (2023)
Spencer Low, Oliver Nina, Angel Domingo Sappa, Erik Blasch, Nathan Inkawhich
Multi-modal Aerial View Object Classification Challenge Results - PBVS 2023. CVPR Workshops (2023)
Huong N. Dang, Kuo-Chu Chang, Genshe Chen, Hua-mei Chen, Simon Khan, Milvio Franco, Erik Blasch
Scheduling Condition-based Maintenance: An Explainable Deep Reinforcement Learning Approach via Reward Decomposition. FUSION (2023)
Junchi Bin, Heqing Zhang, Zhila Bahrami, Ran Zhang, Huan Liu, Erik Blasch, Zheng Liu
The registration of visible and thermal images through multi-objective optimization. Inf. Fusion 95 (2023)
Kalyan Garigapati, Erik Blasch, Jie Wei, Haibin Ling
Transparent Object Tracking with Enhanced Fusion Module. CoRR (2023)
Kelsey Nelson, Javad Mohammadi, Yu Chen, Erik Blasch, Alex Aved, David Ferris, Erika Ardiles-Cruz, Philip Morrone
Electric Vehicle Aggregation Review: Benefits and Vulnerabilities of Managing a Growing EV Fleet. CoRR (2023)
Erik Blasch, Anne-Laure Jousselme, Kathryn B. Laskey, Paulo C. G. Costa, Johan Pieter de Villiers, Gregor Pavlin, Claire Laudy
URREF Risk analysis towards Data Fusion Certification. FUSION (2023)
Nihal Poredi, Yu Chen, Xiaohua Li, Erik Blasch
Enhance Public Safety Surveillance in Smart Cities by Fusing Optical and Thermal Cameras. FUSION (2023)
Alexander B. Vereen, Emmanuel A. Ogunniyi, Austin R. J. Downey, Erik Blasch, Jason D. Bakos, Jacob Dodson
Optimal Sampling Methodologies for High-rate Structural Twinning. FUSION (2023)
Simeon Ogunbunmi, Mohsen Hatami, Ronghua Xu, Yu Chen, Erik Blasch, Erika Ardiles-Cruz, Alexander J. Aved, Genshe Chen
A Lightweight Reputation System for UAV Networks. SmartSP (2023)
Yajie Bao, Dan Shen, Genshe Chen, Khanh Pham, Erik Blasch
Resilient Range-Only Cooperative Positioning of Multiple Smart Unmanned Aerial Systems. SmartSP (2023)
Srikar Yellapragada, Zhenghong Li, Kevin Bhadresh Doshi, Purva Makarand Mhasakar, Heng Fan, Jie Wei, Erik Blasch, Haibin Ling
CCTV-Gun: Benchmarking Handgun Detection in CCTV Images. CoRR (2023)
Yue Cao, Junchi Bin, Jozsef Hamari, Erik Blasch, Zheng Liu
Multimodal Object Detection by Channel Switching and Spatial Attention. CVPR Workshops (2023)
Asad Vakil, Erik Blasch, Robert Ewing, Jia Li
Finding Explanations in AI Fusion of Electro-Optical/Passive Radio-Frequency Data. Sensors 23 (3) (2023)
Gregor Pavlin, Kathryn B. Laskey, Franck Mignet, Filip S. Slijkhuis, Erik Blasch, Valentina Dragos, Johan Pieter de Villiers, Lennard Jansen
Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions. FUSION (2023)
Pouria Salehi, Yang Ba, Nayoung Kim, Ahmadreza Mosallanezhad, Anna Pan, Myke C. Cohen, Yixuan Wang, Jieqiong Zhao, Shawaiz Bhatti, James Sung, Erik Blasch, Michelle V. Mancenido, Erin K. Chiou
Evaluating Trustworthiness of AI-Enabled Decision Support Systems: Validation of the Multisource AI Scorecard Table (MAST). CoRR (2023)
Qian Qu, Simeon Ogunbunmi, Mohsen Hatami, Ronghua Xu, Yu Chen, Genshe Chen, Erik Blasch
A Digital Twins Enabled Reputation System for Microchain-based UAV Networks. CloudNet (2023)
Dan Shen, Genshe Chen, Khanh D. Pham, Erik Blasch
Enhanced Multi-Way Time Transfer for High-Precision Time Synchronization among UASs. MILCOM (2022)
Pu Tian, Turhan Kimbrough, Weixian Liao, Erik Blasch, Wei Yu
Transformations as Denoising: A Robust Approach to Weaken Adversarial Facial Images. NAS (2022)
Jakub Matousek, Jindrich Duník, Ondrej Straka, Erik Blasch
Density Approximation Error Assessment and Compensation in Point-Mass Filter. FUSION (2022)
Ronghua Xu, Yu Chen, Xiaohua Li, Erik Blasch
A Secure Dynamic Edge Resource Federation Architecture for Cross-Domain IoT Systems. CoRR (2022)
Nandini Ramanan, Phillip Odom, Erik Blasch, Kristian Kersting, Sriraam Natarajan
Relational Active Feature Elicitation for DDDAS. DDDAS (2022)
Pu Tian, Weixian Liao, Wei Yu, Erik Blasch
WSCC: A Weight-Similarity-Based Client Clustering Approach for Non-IID Federated Learning. IEEE Internet Things J. 9 (20) (2022)
Nicholas Blomerus, Jacques Cilliers, Willie Nel, Erik Blasch, Johan Pieter de Villiers
Feedback-Assisted Automatic Target and Clutter Discrimination Using a Bayesian Convolutional Neural Network for Improved Explainability in SAR Applications. Remote. Sens. 14 (23) (2022)
Harsha Kokel, Nikhilesh Prabhakar, Balaraman Ravindran, Erik Blasch, Prasad Tadepalli, Sriraam Natarajan
Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion. FUSION (2022)
Rui Luo, Vikram Krishnamurthy, Erik Blasch
Hawkes Process Modeling of Block Arrivals in Bitcoin Blockchain. CoRR (2022)
Peng Cheng, Xinping Lin, Yunqi Zhang, Erik Blasch, Genshe Chen
Multimodal IR and RF Based Sensor System for Real-Time Human Target Detection, Identification, and Geolocation. DDDAS (2022)
Deeraj Nagothu, Ronghua Xu, Yu Chen, Erik Blasch, Alexander J. Aved
DeFakePro: Decentralized DeepFake Attacks Detection using ENF Authentication. CoRR (2022)
Jie Wei, Erik Blasch, Erika Ardiles-Cruz, Philip Morrone, Alex Aved
Deep Learning Approach for Data and Computing Efficient Disaster Mitigation in Humanitarian Assistance and Disaster Response Applications. IHTC (2022)
Jeya Vikranth Jeyakumar, Luke Dickens, Luis Garcia, Yu-Hsi Cheng, Diego Ramirez-Echavarria, Joseph Noor, Alessandra Russo, Lance M. Kaplan, Erik Blasch, Mani B. Srivastava
Automatic Concept Extraction for Concept Bottleneck-based Video Classification. CoRR (2022)
Deeraj Nagothu, Ronghua Xu, Yu Chen, Erik Blasch, Alexander J. Aved
Deterring Deepfake Attacks with an Electrical Network Frequency Fingerprints Approach. Future Internet 14 (5) (2022)
Ronghua Xu, Yu Chen, Xiaohua Li, Erik Blasch
A Secure Dynamic Edge Resource Federation Architecture for Cross-Domain IoT Systems. ICCCN (2022)
Debashri Roy, Tathagata Mukherjee, Alec Riden, Jared Devin Paquet, Eduardo Pasiliao, Erik Blasch
GANSAT: A GAN and SATellite Constellation Fingerprint-Based Framework for GPS Spoof-Detection and Location Estimation in GPS Deprived Environment. IEEE Access 10 (2022)
Arslan Munir, Erik Blasch, Alexander J. Aved, E. Paul Ratazzi, Joonho Kong
Security Issues in Situational Awareness: Adversarial Threats and Mitigation Techniques. IEEE Secur. Priv. 20 (4) (2022)
Spencer Low, Oliver Nina, Ángel D. Sappa, Erik Blasch, Nathan Inkawhich
Multi-modal Aerial View Object Classification Challenge Results - PBVS 2022. CVPR Workshops (2022)
Carlos C. Insaurralde, Erik Blasch
Situation Awareness Decision Support System for Air Traffic Management Using Ontological Reasoning. J. Aerosp. Inf. Syst. 19 (3) (2022)
Frederica Darema, Erik Blasch
DDDAS2022 Keynotes - Overview. DDDAS (2022)
Chowdhury Sadman Jahan, Andreas E. Savakis, Erik Blasch
SAR Image Classification with Knowledge Distillation and Class Balancing for Long-Tailed Distributions. IVMSP (2022)
Jie Wei, Weicong Feng, Erik Blasch, Philip Morrone, Erika Ardiles-Cruz, Alex Aved
Deep Learning Approach for Data and Computing Efficient Situational Assessment and Awareness in Human Assistance and Disaster Response and Battlefield Damage Assessment Applications. DDDAS (2022)
Ronghua Xu, Yu Chen, Genshe Chen, Erik Blasch
SAUSA: Securing Access, Usage, and Storage of 3D Point CloudData by a Blockchain-Based Authentication Network. Future Internet 14 (12) (2022)
Erik Blasch, Frederica Darema
Introduction to the DDDAS2022 Conference Infosymbiotics/Dynamic Data Driven Applications Systems. DDDAS (2022)
Nihal Poredi, Deeraj Nagothu, Yu Chen, Xiaohua Li, Alexander J. Aved, Erika Ardiles-Cruz, Erik Blasch
Robustness of Electrical Network Frequency Signals as a Fingerprint for Digital Media Authentication. MMSP (2022)
Jingyi Yuan, Yang Weng, Erik Blasch
Intrinsic-Motivated Sensor Management: Exploring with Physical Surprise. KDD (2022)
Aneesh Rangnekar, Zachary Mulhollan, Anthony Vodacek, Matthew J. Hoffman, Angel Sappa, Erik Blasch, Jun Yu, Liwen Zhang, Shenshen Du, Hao Chang, Keda Lu, Zhong Zhang, Fang Gao, Ye Yu, Feng Shuang, Lei Wang, Qiang Ling, Pranjay Shyam, Kuk-Jin Yoon, Kyung-Soo Kim
Semi-Supervised Hyperspectral Object Detection Challenge Results - PBVS 2022. CVPR Workshops (2022)
Liangqi Yuan, Jack Andrews, Huaizheng Mu, Asad Vakil, Robert Ewing, Erik Blasch, Jia Li
Interpretable Passive Multi-Modal Sensor Fusion for Human Identification and Activity Recognition. Sensors 22 (15) (2022)
Francesco Restuccia, Erik Blasch, Andrew Ashdown, Jonathan D. Ashdown, Kurt A. Turck
3D-O-RAN: Dynamic Data Driven Open Radio Access Network Systems. MILCOM (2022)
Hua-mei Chen, Erik Blasch, Nichole Sullivan, Genshe Chen
Trajectory-Based Pattern of Life Analysis. ICIP (2022)
Jindrich Duník, Ondrej Straka, Jakub Matousek, Erik Blasch
Copula-based convolution for fast point-mass prediction. Signal Process. 192 (2022)
Turhan Kimbrough, Pu Tian, Weixian Liao, Erik Blasch, Wei Yu
Deep CAPTCHA Recognition Using Encapsulated Preprocessing and Heterogeneous Datasets. INFOCOM Workshops (2022)
Junchi Bin, Ran Zhang, Rui Wang, Yue Cao, Yufeng Zheng, Erik Blasch, Zheng Liu
An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery. Sensors 22 (19) (2022)
Deeraj Nagothu, Ronghua Xu, Yu Chen, Erik Blasch, Alexander J. Aved
DeFakePro: Decentralized Deepfake Attacks Detection Using ENF Authentication. IT Prof. 24 (5) (2022)
Chia-Hung Lin, Shih-Chun Lin, Erik Blasch
TULVCAN: Terahertz Ultra-broadband Learning Vehicular Channel-Aware Networking. CoRR (2021)
Jia Li, Robert L. Ewing, Erik Blasch
Dynamic Data Driven Multistatic Radio Frequency Imaging. IEEE Trans. Aerosp. Electron. Syst. 57 (6) (2021)
Jie Wei, Zhigang Zhu, Erik Blasch, Bilal Abdulrahman, Billy Davila, Shuoxin Liu, Jed Magracia, Ling Fang
NIDA-CLIFGAN: Natural Infrastructure Damage Assessment through Efficient Classification Combining Contrastive Learning, Information Fusion and Generative Adversarial Networks. CoRR (2021)
Seyed Yahya Nikouei, Yu Chen, Alex J. Aved, Erik Blasch
I-ViSE: Interactive Video Surveillance as an Edge Service Using Unsupervised Feature Queries. IEEE Internet Things J. 8 (21) (2021)
G. Pavlin, Johan Pieter de Villiers, J. Ziegler, Anne-Laure Jousselme, Paulo C. G. Costa, Kathryn B. Laskey, Alta de Waal, Erik Blasch, Lennard Jansen
Relations Between Explainability, Evaluation and Trust in AI-Based Information Fusion Systems. FUSION (2021)
John Hiles, Sean M. O'Rourke, Ruixin Niu, Erik Blasch
Implementation of Ensemble Kalman Filters in Stone-Soup. FUSION (2021)
Deeraj Nagothu, Ronghua Xu, Yu Chen, Erik Blasch, Alexander J. Aved
Detecting Compromised Edge Smart Cameras using Lightweight Environmental Fingerprint Consensus. SenSys (2021)
Arslan Munir, Jisu Kwon, Jong Hun Lee, Joonho Kong, Erik Blasch, Alexander J. Aved, Khan Muhammad
FogSurv: A Fog-Assisted Architecture for Urban Surveillance Using Artificial Intelligence and Data Fusion. IEEE Access 9 (2021)
Erik Blasch, Junchi Bin, Zheng Liu
Certifiable Artificial Intelligence Through Data Fusion. CoRR (2021)
Erik Blasch, James Sung, Tao Nguyen
Multisource AI Scorecard Table for System Evaluation. CoRR (2021)
Alireza Shamsoshoara, Fatemeh Afghah, Erik Blasch, Jonathan D. Ashdown, Mehdi Bennis
UAV-Assisted Communication in Remote Disaster Areas using Imitation Learning. CoRR (2021)
Pu Tian, William Grant Hatcher, Weixian Liao, Wei Yu, Erik Blasch
FALIoTSE: Towards Federated Adversarial Learning for IoT Search Engine Resiliency. DASC/PiCom/CBDCom/CyberSciTech (2021)
Noor Al-Shakarji, Ke Gao, Filiz Bunyak, Hadi Aliakbarpour, Erik Blasch, Priya Narayaran, Guna Seetharaman, Kannappan Palaniappan
Impact of Georegistration Accuracy on Wide Area Motion Imagery Object Detection and Tracking. FUSION (2021)
Dave Braines, Alun D. Preece, Colin Roberts, Erik Blasch
Supporting Agile User Fusion Analytics through Human-Agent Knowledge Fusion. FUSION (2021)
Anne-Laure Jousselme, Paulo C. G. Costa, Erik Blasch, Claire Laudy
Evaluating Trust in an Uncertain and Multisource Environment. FUSION (2021)
Mihai Boicu, Erik Blasch, Alun D. Preece
AAAI FSS-21: Artificial Intelligence in Government and Public Sector Proceedings. CoRR (2021)
Erik Blasch, Haoran Li, Zhihao Ma, Yang Weng
The Powerful Use of AI in the Energy Sector: Intelligent Forecasting. CoRR (2021)
Shuo Liu, Mingliang Gao, Vijay John, Zheng Liu, Erik Blasch
Deep Learning Thermal Image Translation for Night Vision Perception. ACM Trans. Intell. Syst. Technol. 12 (1) (2021)
Jan Leuchter, Lukas Hon, Radim Bloudicek, Teodor Baláz, Erik Blasch
The Study of Aviation Safe Incapacitating Device Based on LED Technology with a Smart-Illumination Sensor Unit. Sensors 21 (1) (2021)
Qian Qu, Ronghua Xu, Yu Chen, Erik Blasch, Alexander J. Aved
Enable Fair Proof-of-Work (PoW) Consensus for Blockchains in IoT by Miner Twins (MinT). Future Internet 13 (11) (2021)
Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Z. Fulé, Erik Blasch
Aerial imagery pile burn detection using deep learning: The FLAME dataset. Comput. Networks 193 (2021)
Alireza Shamsoshoara, Fatemeh Afghah, Erik Blasch, Jonathan D. Ashdown, Mehdi Bennis
UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning. IEEE Open J. Commun. Soc. 2 (2021)
Deeraj Nagothu, Yu Chen, Alexander J. Aved, Erik Blasch
Authenticating Video Feeds using Electric Network Frequency Estimation at the Edge. EAI Endorsed Trans. Security Safety 7 (24) (2021)
Deeraj Nagothu, Ronghua Xu, Yu Chen, Erik Blasch, Alexander J. Aved
DeFake: Decentralized ENF-Consensus Based DeepFake Detection in Video Conferencing. MMSP (2021)
Declan Millar, Dave Braines, Erik Blasch, Doug Summers-Stay, Iain Barclay
Semantically-guided acquisition of trustworthy data for information fusion. FUSION (2021)
Huan Liu, Junchi Bin, Yihao Liu, Haobin Dong, Zheng Liu, Nezih Mrad, Erik Blasch
SGCast: A New Forecasting Framework for Multilocation Geomagnetic Data With Missing Traces Based on Matrix Factorization. IEEE Trans. Instrum. Meas. 70 (2021)
Chia-Hung Lin, Shih-Chun Lin, Erik Blasch
TULVCAN: Terahertz Ultra-broadband Learning Vehicular Channel-Aware Networking. INFOCOM Workshops (2021)
Erik Blasch, Robert Bohn, Jahla Gato, Edward L. McLarney, Jasmin Ratchford, Sonia Sachs
Future Direction of DDDAS/InfoSymbiotics and Collaborations with Related Initiatives. DDDAS (2020)
Jindrich Duník, Oliver Kost, Ondrej Straka, Erik Blasch
Navigation and Estimation Improvement by Environmental-Driven Noise Mode Detection. PLANS (2020)
Jenny Liu, Huaizheng Mu, Asad Vakil, Robert Ewing, Xiaoping Shen, Erik Blasch, Jia Li
Human Occupancy Detection via Passive Cognitive Radio. Sensors 20 (15) (2020)
Ronghua Xu, Yu Chen, Erik Blasch, Alexander J. Aved, Genshe Chen, Dan Shen
Hybrid Blockchain-Enabled Secure Microservices Fabric for Decentralized Multi-Domain Avionics Systems. CoRR (2020)
Huamei Chen, Genshe Chen, Erik Blasch
On the Development of a Classification Based Automated Motion Imagery Interpretability Prediction. ICPR Workshops (8) (2020)
Seyed Yahya Nikouei, Yu Chen, Alexander J. Aved, Erik Blasch
I-ViSE: Interactive Video Surveillance as an Edge Service using Unsupervised Feature Queries. CoRR (2020)

Erik Blasch.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Erik Blasch