Search results
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Title
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Art Authentication in an Untagged Art Database
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Author
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Dobbs, Bryan
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Date Created
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2022
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Subjects--Topical
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Computer science, Art--Historiography, Mathematics
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Description
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The identification of the artist of a painting is also known as art authentication, and the answer to this question is manifest through art gallery exhibition and is reinforced through financial transactions. Art authentication has visual influenc...
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Title
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Automated Classification and Mitigation of Cybersecurity Vulnerabilities
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Author
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Aghaei, Ehsan
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Date Created
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2022
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Subjects--Topical
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Computer science
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Description
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With the widespread use of computers and networks today, cybersecurity has emerged as a crucial concern for many businesses as they fight with growing cyber threats by vulnerability exploitation. To identify and mitigate zero-day or unpatched vuln...
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Title
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Building an Efficient and Scalable Learning System on Heterogeneous Cluster
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Author
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Yang, Donglin
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Date Created
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2022
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Subjects--Topical
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Computer science
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Description
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Deep Learning (DL) has been widely applied in both academia and industry. System innovations can continue to squeeze more efficiency out of modern hardware. Existing systems such as TensorFlow, MXNet, and PyTorch have emerged to assist researchers...
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Title
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Evaluating Co-Creation In Collaborative Drawing Using Creative Thinking Modes
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Author
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Algarni, Ali
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Date Created
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2022
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Subjects--Topical
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Computer science
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Description
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Co-creation is a form of collaboration in which partners share, improve and blend ideas together to develop a creative product. It helps to share ideas and solve problems in a creative manner. Several co-creativity research works have focused on g...
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Title
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Generalized Coverage Using Multiple Robots: Theory, Algorithms, and Experiments
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Author
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Agarwal, Saurav
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Date Created
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2022
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Subjects--Topical
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Robotics
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Description
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Recent technological advances have facilitated the use of mobile robots for a wide range of coverage applications such as inspection and mapping of infrastructure, precision agriculture, and disaster management. With the proliferation of these tas...
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Title
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Granular Emotion Detection for Multi-class Sentiment Analysis in Social Media
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Author
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Frye, Robert
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Date Created
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2022
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Subjects--Topical
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Computer science
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Description
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Sentiment analysis for text classification generally refers to assessing the polarity of the emotional context of written text, whether in a binary (e.g. positive or negative) or trinary (e.g. positive, neutral, or negative) state. Granular emotio...
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Title
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HIJaX - Human Intent To JavaScript XSS Generator
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Author
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Frempong, Yaw
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Date Created
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2022
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Subjects--Topical
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Computer science
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Description
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Websites remain popular targets for Cross-Site Scripting (XSS) attacks. Although the prevalence of XSS attacks is on the rise, many developers do not have the cybersecurity expertise to secure their web applications against these attacks. Non-secu...
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Title
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Improving Diversity in Conversational Recipe Recommender through Dynamic Critiquing
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Author
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Abbas, Fakhri
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Date Created
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2022
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Subjects--Topical
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Information science
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Description
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Diet diversification has been shown both to improve nutritional health outcomes and to promote greater enjoyment in food consumption. Conversational Recommender Systems (CRS) have a rich history in direct recommendation of recipes and meal plannin...
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Title
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Performance Models and Impact of Vector Architecture on Graph Algorithms
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Author
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Hossain, Md Maruf
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Date Created
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2022
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Subjects--Topical
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Computer science
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Description
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Representing modern data using graphs has become more prominent in recent years. The gradual increasing size and complex structure of graphs made many classical algorithms slow. Meanwhile, graphs like social and web networks evolve over time. Trad...
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Title
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Personalized Interaction-Focused Interventions For Mitigating Misinformation
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Author
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Siddiqui, Safat
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Date Created
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2022
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Subjects--Topical
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Design, Computer science
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Description
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This dissertation addresses a novel approach to assessing users' interaction tendencies on social media as a basis for personalized interventions that can make the truth louder and mitigate the spread of misinformation. This research leverages use...
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Title
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Recommender System for Improving Churn Rate
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Author
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Duan, Yuehua
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Date Created
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2022
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Subjects--Topical
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Computer science
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Description
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Customer churn leads to higher customer acquisition cost, lower volume of service consumption and reduced product purchase. Reducing the outflow of the customers by 5% can double the profit of a typical company. Therefore, it is of significant value ...
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Title
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Rethinking Few-Shot Learning For Speech, Continual Learning And Privacy
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Author
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Parnami, Archit
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Date Created
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2022
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Subjects--Topical
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Computer science, Artificial intelligence
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Description
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The availability of large amounts of labeled training data is a major contributing factor (and a bottleneck) to the recent progress in the field of Deep Learning. However, collecting and labeling data is a time consuming and expensive process. Oft...
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Title
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Snapshot-Driven Deep Reinforcement Learning
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Author
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Dao, Giang
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Date Created
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2022
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Subjects--Topical
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Artificial intelligence
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Description
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Deep reinforcement learning (DRL) has suggested many effective solutions to complex problems. Despite the impressive achievements of DRL, we have limited insights into why DRL is effective. DRL is also known as a black-box model with high complexi...