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A Machine Learning Based Approach to Detect Machine Learning Design Patterns

2023 30th Asia-Pacific Software Engineering Conference (APSEC), 2023, p.574-578

2023

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IEEE_Xplore

Learning Discriminative Feature Representations via Metric Learning for Early Operation of Wind Turbine Anomaly Detection Systems

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.1305-1310

2023

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IEEE_Xplore

Kaizen: Practical self-supervised continual learning with continual fine-tuning

2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.2829-2838

2024

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IEEE_Xplore

Learning Robust Deep Visual Representations from EEG Brain Recordings

2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.7538-7547

2024

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IEEE_Xplore

Machine Learning for Detecting Malware in PE Files

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.2194-2199

2023

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IEEE_Xplore

ALLFA: Active Learning Through Label and Feature Augmentation

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.158-165

2023

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IEEE_Xplore

TransNet: A Transfer Learning-Based Network for Human Action Recognition

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.1825-1832

2023

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IEEE_Xplore

Few-shot Shape Recognition by Learning Deep Shape-aware Features

2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.1837-1848

2024

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IEEE_Xplore

Database-Integrated Machine Learning for Enhanced Performance

2023 9th International Conference on Big Data and Information Analytics (BigDIA), 2023, p.203-209

2023

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Weakly-Supervised Representation Learning for Video Alignment and Analysis

2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.6895-6904

2024

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IEEE_Xplore

Deep Learning-based Digital Twin for Human Activity Recognition

2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS), 2023, p.106-111

2023

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IEEE_Xplore

Contrastive Learning for Multi-Object Tracking with Transformers

2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.6853-6863

2024

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IEEE_Xplore

Classification of Malware Using Deep Learning: A Study

2023 IEEE International Carnahan Conference on Security Technology (ICCST), 2023, p.1-6

2023

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IEEE_Xplore

Jointly Optimal Incremental Learning with Self-Supervised Vision Transformers

2024 IEEE Aerospace Conference, 2024, p.1-9

Witzgall, Hanna

2024

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Leveraging Deep Learning for Automated Reconstruction of Indoor Unstructured Elements in Scan-to-BIM

International archives of the photogrammetry, remote sensing and spatial information sciences., 2024, Vol.XLVIII-1-2024, p.479-486

2024

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Detection Success Assessment of Machine Learning Algorithms Through Manifest File Permissions Demanded by Malicious Android Wares

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.1684-1686

2023

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IEEE_Xplore

Improving AML Diagnosis Precision: Deep Learning-Based Classification of Leukocyte Morphology and Malignancy

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.2119-2124

2023

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IEEE_Xplore

Detecting Stealthy Cobalt Strike C&C Activities via Multi-Flow based Machine Learning

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.2200-2206

2023

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IEEE_Xplore

IoT-MGSec: Mitigating Man-in-the-Middle Attacks in IoT Networks Using Graph-Based Learning

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.1261-1266

2023

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IEEE_Xplore

From Pixels to Palate: Deep Learning-Based Image Aesthetics Assessment for Food and Beverages

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.504-511

2023

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IEEE_Xplore

Truth Seeker of the Largest Social Media Content using Machine Learning Algorithms

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.1606-1610

2023

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IEEE_Xplore

Machine and Deep Learning Techniques to Classify Arousal Judgments in Dynamic Virtual Experience of Architecture

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.2087-2094

2023

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IEEE_Xplore

Investigating merits of deep self-supervised learning on a fatigue RUL prognostics application

2024 IEEE Aerospace Conference, 2024, p.1-8

2024

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Machine Learning of Feature Importance for Biomechanical Efficiency of Baseball Pitching

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.820-824

2023

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IEEE_Xplore

SigFeaDet: Signal Features-based UAV GPS Spoofing Detection using Machine Learning

2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS), 2023, p.2202-2209

2023

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IEEE_Xplore

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A Machine Learning Based Approach to Detect Machine Learning Design Patterns

Learning Discriminative Feature Representations via Metric Learning for Early Operation of Wind Turbine Anomaly Detection Systems

Kaizen: Practical self-supervised continual learning with continual fine-tuning

Learning Robust Deep Visual Representations from EEG Brain Recordings

Machine Learning for Detecting Malware in PE Files

ALLFA: Active Learning Through Label and Feature Augmentation

TransNet: A Transfer Learning-Based Network for Human Action Recognition

Few-shot Shape Recognition by Learning Deep Shape-aware Features

Database-Integrated Machine Learning for Enhanced Performance

Weakly-Supervised Representation Learning for Video Alignment and Analysis

Deep Learning-based Digital Twin for Human Activity Recognition

Contrastive Learning for Multi-Object Tracking with Transformers

Classification of Malware Using Deep Learning: A Study

Jointly Optimal Incremental Learning with Self-Supervised Vision Transformers

Leveraging Deep Learning for Automated Reconstruction of Indoor Unstructured Elements in Scan-to-BIM

Detection Success Assessment of Machine Learning Algorithms Through Manifest File Permissions Demanded by Malicious Android Wares

Improving AML Diagnosis Precision: Deep Learning-Based Classification of Leukocyte Morphology and Malignancy

Detecting Stealthy Cobalt Strike C&C Activities via Multi-Flow based Machine Learning

IoT-MGSec: Mitigating Man-in-the-Middle Attacks in IoT Networks Using Graph-Based Learning

From Pixels to Palate: Deep Learning-Based Image Aesthetics Assessment for Food and Beverages

Truth Seeker of the Largest Social Media Content using Machine Learning Algorithms

Machine and Deep Learning Techniques to Classify Arousal Judgments in Dynamic Virtual Experience of Architecture

Investigating merits of deep self-supervised learning on a fatigue RUL prognostics application

Machine Learning of Feature Importance for Biomechanical Efficiency of Baseball Pitching

SigFeaDet: Signal Features-based UAV GPS Spoofing Detection using Machine Learning

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