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  1. Chapter and Conference Paper

    Modeling on Outdoor Thermal Comfort in Traditional Residential Neighborhoods in Bei**g Based on GAN

    With the support of new urban science and technology, the bottom-up and human-centered space quality research has become the key to delicacy urban governance, of which the Universal Thermal Climate Index (UTCI...

    Pixin Gong, **aoran Huang, Chenyu Huang, Shiliang Wang in Phygital Intelligence (2024)

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    Chapter and Conference Paper

    Emerging Techniques for Online Learning Analytics

    The rapid growth of online learning platforms presents both challenges and opportunities for educational institutions. Online learning analytics has the potential to extract valuable insights from student lear...

    Yidan Wang, **aoran Huang, Qi**g Yu in Technology in Education. Innovative Practi… (2024)

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    Chapter and Conference Paper

    Research on the Generation Method of Predictive Intrusion Graph Model

    In recent years, military equipment has been develo** towards digitization, networking, and intelligence. Software, as a core component of equipment, and network systems, as the survival environment of softw...

    Jie Gao, Taoran Huang, Shengxin Jiang in Signal and Information Processing, Network… (2024)

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    Chapter and Conference Paper

    Deep Reinforcement Learning for Dynamic Things of Interest Recommendation in Intelligent Ambient Environment

    Recommender Systems for the IoT (RSIoT) aim for interactive item recommendations. Most existing methods focus on user feedback and have limitations in dealing with dynamic environments. Deep Reinforcement Lear...

    May S. Altulyan, Chaoran Huang, Lina Yao in AI 2021: Advances in Artificial Intelligen… (2022)

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    Chapter and Conference Paper

    Contextual Bandit Learning for Activity-Aware Things-of-Interest Recommendation in an Assisted Living Environment

    Recommendation systems are crucial for providing services to the elderly with Alzheimer’s disease in IoT-based smart home environments. Therefore, we present a Reminder Care System to help Alzheimer patients l...

    May S. Altulayan, Chaoran Huang, Lina Yao in Databases Theory and Applications (2021)

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    Chapter

    Neuromorphic Silicon Photonics for Artificial Intelligence

    Recent investigations in neuromorphic photonics, i.e. neuromorphic architectures on photonics platforms, have garnered much interest to enable high-bandwidth, low-latency, low-energy applications of neural net...

    Bicky A. Marquez, Chaoran Huang, Paul R. Prucnal, Bhavin J. Shastri in Silicon Photonics IV (2021)

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    Chapter and Conference Paper

    Active Object Estimation for Human-Robot Collaborative Tasks

    In the current exploring of interpreting human activities of daily living (ADLs), rarely we can see a specific model for training robot helpers, which in some domains has shown promising prototypes. In our pro...

    Chaoran Huang, Lina Yao in Neural Information Processing (2020)

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    Chapter and Conference Paper

    Expert2Vec: Distributed Expert Representation Learning in Question Answering Community

    Community question answering (CQA) has attracted increasing attention recently due to its potential as a de facto knowledge base. Expert finding in CQA websites also has considerably board applications. Stack...

    **aocong Chen, Chaoran Huang, **ang Zhang in Advanced Data Mining and Applications (2019)

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    Chapter and Conference Paper

    Similarity-Aware Deep Attentive Model for Clickbait Detection

    Clickbait is a type of web content advertisements designed to entice readers into clicking accompanying links. Usually, such links will lead to articles that are either misleading or non-informative, making th...

    Manqing Dong, Lina Yao, **anzhi Wang in Advances in Knowledge Discovery and Data M… (2019)

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    Chapter and Conference Paper

    Reminder Care System: An Activity-Aware Cross-Device Recommendation System

    Alzheimer’s disease (AD) affects large numbers of elderly people worldwide and represents a significant social and economic burden on society, particularly in relation to the need for long term care facilitie...

    May S. Altulyan, Chaoran Huang, Lina Yao in Advanced Data Mining and Applications (2019)

  11. Chapter and Conference Paper

    Coupled Linear and Deep Nonlinear Method for Meetup Service Recommendation

    Meetup brings people with similar interests together to do things that matter to them. For example, it provides a platform for getting people who love hiking, coding, running marathons, learning foreign langua...

    Shuai Zhang, Lina Yao, **aodong Ning, Chaoran Huang, **wei Xu in Web Services – ICWS 2018 (2018)

  12. Chapter and Conference Paper

    Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships

    Knowledge acquisition and exchange are generally crucial yet costly for both businesses and individuals, especially when the knowledge concerns various areas. Question Answering Communities offer an opportunit...

    Chaoran Huang, Lina Yao, **anzhi Wang, Boualem Benatallah in Service-Oriented Computing (2018)

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    Chapter and Conference Paper

    Intent Recognition in Smart Living Through Deep Recurrent Neural Networks

    Electroencephalography (EEG) signal based intent recognition has recently attracted much attention in both academia and industries, due to hel** the elderly or motor-disabled people controlling smart devices...

    **ang Zhang, Lina Yao, Chaoran Huang, Quan Z. Sheng in Neural Information Processing (2017)