Search Results - "DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms"

Likelihood Scouting via Map Inversion for a Posterior-Sampled Particle Filter

Authors: Simone Servadio Department of Aerospace Engineering

Contributors: Simone Servadio Department of Aerospace Engineering

Source: IEEE Transactions on Aerospace and Electronic Systems. 61:505-521

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, FOS: Computer and information sciences, Differential Algebra, Computer Science - Information Theory, Information Theory (cs.IT), Orbit Determination, DegreeDisciplines::Engineering::Aerospace Engineering, Particle Filtering, Sequential Importance Sampling

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Access URL: http://arxiv.org/abs/2408.10454

CQS-Attention: Scaling Up the Standard Attention Computation for Infinitely Long Sequences

Authors: Yiming Bian Arun K. Somani Department of Electrical and Computer Engineering

Contributors: Yiming Bian Arun K. Somani Department of Electrical and Computer Engineering

Source: IEEE Access, Vol 13, Pp 35527-35538 (2025)

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, Attention computation, parallel algorithm, DegreeDisciplines::Engineering::Electrical and Computer Engineering, transformer, Electrical engineering. Electronics. Nuclear engineering, cyclic quorum sets, DegreeDisciplines::Engineering::Computational Engineering, TK1-9971

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Access URL: https://doaj.org/article/2ae2e912997042e8b998484e2fafb331

Acoustic Resolution Photoacoustic Microscopy Imaging Enhancement: Integration of Group Sparsity With Deep Denoiser Prior

Authors: Zhengyuan Zhang Zuozhou Pan Zhuoyi Lin et al.

Contributors: Zhengyuan Zhang Zuozhou Pan Zhuoyi Lin et al.

Source: IEEE Transactions on Image Processing. 34:522-537

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, Non-local self-similarity, Acoustic resolution photoacoustic microscopy, DegreeDisciplines::Engineering::Electrical and Computer Engineering::Biomedical, DegreeDisciplines::Engineering::Electrical and Computer Engineering::Electromagnetics and Photonics, Photoacoustic imaging, Deep Plug-and-Play prior, Group sparsity prior

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Access URL: https://pubmed.ncbi.nlm.nih.gov/40030994

A study of natural robustness of deep reinforcement learning algorithms towards adversarial perturbations

Authors: Qisai Liu Xian Yeow Lee Soumik Sarkar et al.

Contributors: Qisai Liu Xian Yeow Lee Soumik Sarkar et al.

Source: AI Open, Vol 5, Iss, Pp 126-141 (2024)

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, Deep reinforcement learning, White-box attack, Heuristic-based attacks, Gradient-based attacks, Electronic computers. Computer science, Adversarial attacks, Black-box attacks, QA75.5-76.95, DegreeDisciplines::Engineering::Mechanical Engineering, Robustness

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Access URL: https://doaj.org/article/a5b9a8b0e2644b76aecd9d6a6148bb08

Data-Driven Modeling and Design of Sustainable High Tg Polymers

Authors: Liu, Qinrui Forrester, Michael F Dileep, Dhananjay et al.

Contributors: Liu, Qinrui Forrester, Michael F Dileep, Dhananjay et al.

Source: https://doi.org/10.3390/ijms26062743.

Subject Terms: DegreeDisciplines::Engineering::Chemical Engineering::Polymer Science, DegreeDisciplines::Physical Sciences and Mathematics::Mathematics::Geometry and Topology, DegreeDisciplines::Physical Sciences and Mathematics::Environmental Sciences::Sustainability, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, sustainable polymers, glass transition temperature, topological descriptors, Machine Learning, graph theory

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Relation: https://dr.lib.iastate.edu/handle/20.500.12876/8zn7AQxw

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https://hdl.handle.net/20.500.12876/8zn7AQxw

CQS-Attention: Scaling Up the Standard Attention Computation for Infinitely Long Sequences

Authors: Bian, Yiming Somani, Arun Department of Electrical and Computer Engineering

Contributors: Bian, Yiming Somani, Arun Department of Electrical and Computer Engineering

Source: https://doi.org/10.1109/ACCESS.2025.3544550.

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Engineering::Computational Engineering, DegreeDisciplines::Engineering::Electrical and Computer Engineering, Attention computation, cyclic quorum sets, parallel algorithm, transformer

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https://hdl.handle.net/20.500.12876/3wxaJK9v

Learning Ensembles of Interpretable Simple Structure

Authors: Arwade, Gaurav Olafsson, Sigurdur Industrial and Manufacturing Systems Engineering

Contributors: Arwade, Gaurav Olafsson, Sigurdur Industrial and Manufacturing Systems Engineering

Source: https://doi.org/10.48550/arXiv.2502.19602.

Subject Terms: DegreeDisciplines::Business::Business Analytics, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Databases and Information Systems, Simple structure, ensemble learning, model explainability, precision medicine, business analytics, decision science

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Relation: https://dr.lib.iastate.edu/handle/20.500.12876/ywAbx2gv

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https://hdl.handle.net/20.500.12876/ywAbx2gv

Dominating Set Model Aggregation for Communication-Efficient Decentralized Deep Learning

Authors: Fateme Fotouhi Aditya Balu Zhanhong Jiang et al.

Contributors: Fateme Fotouhi Aditya Balu Zhanhong Jiang et al.

Source: Neural Networks. 171:25-39

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, convergence rate, connected dominating set, DegreeDisciplines::Engineering::Computer Engineering::Computer and Systems Architecture, Deep Learning, distributed deep learning, communication-efficient, Communication, Neural Networks, Computer, DegreeDisciplines::Engineering::Mechanical Engineering, decentralized learning, Algorithms

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Access URL: https://pubmed.ncbi.nlm.nih.gov/38091762

Fiduciary Responsibility: Facilitating Public Trust in Automated Decision Making

Authors: Harper, Shannon Weber, Eric S. Sociology (CALS) et al.

Contributors: Harper, Shannon Weber, Eric S. Sociology (CALS) et al.

Source: Journal of Social Computing, Vol 3, Iss 4, Pp 345-362 (2022)

Subject Terms: H1-99, FOS: Computer and information sciences, Computer Science - Artificial Intelligence, 05 social sciences, Computer Science - Human-Computer Interaction, K.4.2, trust, QA75.5-76.95, artificial intelligence, 16. Peace & justice, DegreeDisciplines::Social and Behavioral Sciences::Sociology, recreancy theorem, I.2.0, Human-Computer Interaction (cs.HC), 0506 political science, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, Social sciences (General), Computer Science - Computers and Society, Artificial Intelligence (cs.AI), automated decision-making, Electronic computers. Computer science, Computers and Society (cs.CY), fiduciary responsibility

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Access URL: http://arxiv.org/abs/2301.10001
https://doaj.org/article/174d692cac7a47c39014c42690087790

Artificial Intelligence for Colonoscopy: Past, Present, and Future

Authors: Wallapak Tavanapong JungHwan Oh Michael A. Riegler et al.

Contributors: Wallapak Tavanapong JungHwan Oh Michael A. Riegler et al.

Source: IEEE J Biomed Health Inform

Subject Terms: Artificial intelligence, DegreeDisciplines::Engineering::Electrical and Computer Engineering::Biomedical, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Artificial Intelligence and Robotics, Colonoscopy, 02 engineering and technology, Article, 3. Good health, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, Machine Learning, 03 medical and health sciences, real-time systems, machine learning, Deep Learning, 0302 clinical medicine, colonoscopy, Artificial Intelligence, 0202 electrical engineering, electronic engineering, information engineering, Humans, medical image analysis, Algorithms

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Access URL: https://pubmed.ncbi.nlm.nih.gov/35316197
https://hdl.handle.net/10037/26444

Out-of-Distribution Detection Algorithms for Robust Insect Classification

Authors: Saadati, Mojdeh Balu, Aditya Chiranjeevi, Shivani et al.

Contributors: Saadati, Mojdeh Balu, Aditya Chiranjeevi, Shivani et al.

Source: https://doi.org/10.34133/plantphenomics.0170.

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Engineering::Mechanical Engineering::Computer-Aided Engineering and Design, DegreeDisciplines::Life Sciences::Entomology, DegreeDisciplines::Life Sciences::Plant Sciences

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Relation: Out-of-distribution detection algorithms for robust insect classification; https://dr.lib.iastate.edu/handle/20.500.12876/gwW79kNw

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https://hdl.handle.net/20.500.12876/gwW79kNw

A study of natural robustness of deep reinforcement learning algorithms towards adversarial perturbations

Authors: Liu, Qisai Lee, Xian Yeow Sarkar, Soumik et al.

Contributors: Liu, Qisai Lee, Xian Yeow Sarkar, Soumik et al.

Source: https://doi.org/10.1016/j.aiopen.2024.08.005.

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Engineering::Mechanical Engineering, Deep reinforcement learning, Adversarial attacks, Black-box attacks, White-box attack, Heuristic-based attacks, Gradient-based attacks, Robustness

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Clustering Mashups by Integrating Structural and Semantic Similarities Using Fuzzy AHP

Authors: Weifeng Pan Xinxin Xu Hua Ming et al.

Contributors: Weifeng Pan Xinxin Xu Hua Ming et al.

Source: International Journal of Web Services Research. 18:34-57

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, Mashup Clustering, Service Computing, Genetic Algorithm, 0202 electrical engineering, electronic engineering, information engineering, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences, Fuzzy AHP, 02 engineering and technology, Similarity

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Access URL: https://www.igi-global.com/article/clustering-mashups-by-integrating-structural-and-semantic-similarities-using-fuzzy-ahp/271727

Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing

Authors: Nirala, Ashutosh Joshi, Ameya Sarkar, Soumik et al.

Contributors: Nirala, Ashutosh Joshi, Ameya Sarkar, Soumik et al.

Source: https://doi.org/10.48550/arXiv.2311.09024.

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Engineering::Mechanical Engineering, DegreeDisciplines::Engineering::Biomedical Engineering and Bioengineering::Vision Science, Vision-language models, CLIP, robustness, randomized smoothing

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https://hdl.handle.net/20.500.12876/azJ4WQlv

Computational Tools for Real-time Analysis of High-throughput High-resolution TEM (HRTEM) Images of Conjugated Polymers

Authors: Gamdha, Dhruv Fair, Ryan Krishnamurthy, Adarsh et al.

Contributors: Gamdha, Dhruv Fair, Ryan Krishnamurthy, Adarsh et al.

Source: https://doi.org/10.48550/arXiv.2411.03474.

Subject Terms: DegreeDisciplines::Engineering::Computational Engineering, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Engineering::Mechanical Engineering, HRTEM, Real-time analytics, Graph algorithms

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Relation: https://dr.lib.iastate.edu/handle/20.500.12876/Qr9mM8Lr

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https://hdl.handle.net/20.500.12876/Qr9mM8Lr

Dominating Set Model Aggregation for communication-efficient decentralized deep learning

Authors: Fotouhi, Fateme Balu, Aditya Jiang, Zhanhong et al.

Contributors: Fotouhi, Fateme Balu, Aditya Jiang, Zhanhong et al.

Source: https://doi.org/10.1016/j.neunet.2023.11.057.

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Engineering::Mechanical Engineering, DegreeDisciplines::Engineering::Computer Engineering::Computer and Systems Architecture, distributed deep learning, communication-efficient, convergence rate, connected dominating set, decentralized learning

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Relation: https://dr.lib.iastate.edu/handle/20.500.12876/aw4NPnKr

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https://hdl.handle.net/20.500.12876/aw4NPnKr

Acoustic Resolution Photoacoustic Microscopy Imaging Enhancement: Integration of Group Sparsity With Deep Denoiser Prior

Authors: Zhang, Zhengyuan Pan, Zuozhou Lin, Zhuoyi et al.

Contributors: Zhang, Zhengyuan Pan, Zuozhou Lin, Zhuoyi et al.

Source: https://doi.org/10.1109/TIP.2025.3526065.

Subject Terms: DegreeDisciplines::Engineering::Electrical and Computer Engineering::Biomedical, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Engineering::Electrical and Computer Engineering::Electromagnetics and Photonics, Acoustic resolution photoacoustic microscopy, Deep Plug-and-Play prior, Group sparsity prior, Photoacoustic imaging, Non-local self-similarity

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Relation: https://dr.lib.iastate.edu/handle/20.500.12876/WwPgymLz

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https://hdl.handle.net/20.500.12876/WwPgymLz

Distilling physical origins of hardness in multi-principal element alloys directly from ensemble neural network models

Authors: D. Beniwal P. Singh S. Gupta et al.

Contributors: D. Beniwal P. Singh S. Gupta et al.

Source: npj Computational Materials, Vol 8, Iss 1, Pp 1-11 (2022)

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, QA76.75-76.765, DegreeDisciplines::Engineering::Engineering Science and Materials, 0103 physical sciences, TA401-492, Computer software, 02 engineering and technology, DegreeDisciplines::Physical Sciences and Mathematics::Physics::Condensed Matter Physics, 0210 nano-technology, Materials of engineering and construction. Mechanics of materials, 01 natural sciences

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Access URL: https://doaj.org/article/a132d1760cda4818932a2279492aee02

Latent Diffusion Models for Structural Component Design

Authors: Herron, Ethan Rade, Jaydeep Jignasu, Anushrut et al.

Contributors: Herron, Ethan Rade, Jaydeep Jignasu, Anushrut et al.

Source: https://doi.org/10.48550/arXiv.2309.11601.

Subject Terms: DegreeDisciplines::Engineering::Mechanical Engineering::Computer-Aided Engineering and Design, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Engineering::Mechanical Engineering

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Relation: https://dr.lib.iastate.edu/handle/20.500.12876/erLKVqdv

Availability: https://dr.lib.iastate.edu/handle/20.500.12876/erLKVqdv
https://hdl.handle.net/20.500.12876/erLKVqdv

Artificial Intelligence for Colonoscopy: Past, Present, and Future

Authors: Tavanapong, Wallapak Oh, JungHwan Riegler, Michael A. et al.

Contributors: Tavanapong, Wallapak Oh, JungHwan Riegler, Michael A. et al.

Source: https://doi.org/10.1109/JBHI.2022.3160098.

Subject Terms: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Artificial Intelligence and Robotics, DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, DegreeDisciplines::Engineering::Electrical and Computer Engineering::Biomedical, Artificial intelligence, medical image analysis, real-time systems, machine learning, colonoscopy

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Relation: https://dr.lib.iastate.edu/handle/20.500.12876/5w5p1qXz

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https://hdl.handle.net/20.500.12876/5w5p1qXz