Search Results - "2022 International Conference on Computational Science and Computational Intelligence (CSCI)"
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Interpretable Generative Modeling Using a Hierarchical Topological VAE
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Generating realistic datasets with fine-grained control over their properties can help overcome challenges linked to the scarcity of data in many domains, such…”
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Conference Proceeding -
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Subject Skin Tone Classification with Implications in Wound Imaging using Deep Learning
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Chronic wound healing is inconsistent on an individual basis, leading to large treatment costs. The effectiveness of any treatment approach is typically…”
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Conference Proceeding -
3
A Drone Flight Control Using Brain Computer Interface and Artificial Intelligence
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…The human mind is a truly remarkable thing that does so much that we are not even aware of. Controlling machines using the concept of Brain-Computer Interface…”
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Conference Proceeding -
4
Winter Wheat Crop Yield Prediction on Multiple Heterogeneous Datasets using Machine Learning
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Winter wheat is one of the most important crops in the United Kingdom, and crop yield prediction is essential for the nation's food security. Several studies…”
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Conference Proceeding -
5
A Flexible Variant of the Neighbor-Joining for Building Phylogenetic Trees
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…An important problem in Computational Biology is to rebuild a phylogenetic tree from a set of species S and the respective evolutionary distances between each…”
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Conference Proceeding -
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Preliminary Results of Applying Transformers to Geoscience and Earth Science Data
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Transformers with neural networks (NN) have become a dominant technology in AI/ML to achieve better accuracy in classification and prediction. We…”
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Conference Proceeding -
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Nostrils and Mouth Detection for Drivers Using Convolutional Neural Networks with Automatically Generated Ground Truth Data
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Driver monitoring systems are becoming more important in the automotive industry and will be mandatory in the future years to improve driving safety. Nostrils…”
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Conference Proceeding -
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Multi-Pollutant Ground-level Air Pollution Prediction through Deep MeteoGCN-ConvLSTM
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Air pollution is the fourth-largest threat to human health. The harmful effects of air pollutants have costed the global economy nearly 3 trillion. It is…”
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Conference Proceeding -
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Deep-RSI: Deep learning for Radiographs Source Identification
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…In forensics, the authenticity of digital images is of the utmost importance, considering that modern technology makes it incredibly simple and quick to alter…”
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Conference Proceeding -
10
Fault Identification in Wind Turbines: A Data-Centric Machine Learning Approach
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…The last few years have been marked by the transition of the world energy matrix, predominantly with wind and solar sources considered clean energies. Wind…”
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Conference Proceeding -
11
Enabling A Network AI Gym for Autonomous Cyber Agents
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…This work aims to enable autonomous agents for network cyber operations (CyOps) by applying reinforcement and deep reinforcement learning (RL/DRL). The…”
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Conference Proceeding -
12
A Bioengineering System for Assessing Children's Cognitive Development by Computerized Evaluation of Shared Intentionality
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…The article creates a conceptual framework for translational research on the bond between shared intentionality magnitude in caregiver-child dyads and scores…”
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13
Foreign Object Debris Detection for Airport Pavement Images Based on Self-Supervised Localization and Vision Transformer
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Supervised object detection methods provide subpar performance when applied to Foreign Object Debris (FOD) detection because FOD could be arbitrary objects…”
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14
EXPANSE: A Continual and Progressive Learning System for Deep Transfer Learning
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Deep transfer learning (DTL) techniques attempt to tackle the limitations of deep learning, the dependency on extensive training data and the training costs by…”
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15
Security Analytics Framework Validation Based on Threat Intelligence
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Logical analysis of the ontology of digital security in banking helps us to identify the possible entry points for illegal access. The threats described in the…”
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Conference Proceeding -
16
Is There a Limit to the Utility of Analogy? A Case Study in Knowledge Graph Triple Representation
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Knowledge graph embedding methods are known to be highly dependent on the locally closed world assumption (LCWA). This assumption has practicality in training…”
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Conference Proceeding -
17
Fast Key Points Detection and Matching for Tree-Structured Images
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…This paper offers a new authentication algorithm based on image matching of nano-resolution visual identifiers with tree-shaped patterns. The algorithm…”
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Conference Proceeding -
18
Component-Wise Natural Gradient Descent on Deep Neural Networks
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Natural Gradient Descent (NGD) is a well-known second-order network training method pre-conditioning the gradient descent with the inversion of the Fisher…”
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19
Artificial Intelligence's Role in Chronic Condition Decision Extrapolation
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Chronic Conditions are long lasting diseases that usually last a year or more and require continuous medical treatment and attention throughout. To prevent…”
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Conference Proceeding -
20
Mobile AR Application for Navigation and Emergency Response
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…Emergency response, navigation, and evacuation are key essentials for effective rescue and safety management. Situational awareness is a key ingredient when…”
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Conference Proceeding