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  1. Article

    Hierarchical planning with state abstractions for temporal task specifications

    We often specify tasks for a robot using temporal language that can include different levels of abstraction. For example, the command “go to the kitchen before going to the second floor” contains spatial abstract...

    Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Matthew Berg in Autonomous Robots (2022)

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    Chapter and Conference Paper

    Multi-class Sentiment Classification for Customers’ Reviews

    The rise of e-commerce due to the Covid-19 situation is becoming more significant in 2021. It could lead to great demands to understand customers’ opinions usually shown in their reviews. An e-commerce platfor...

    Cuong T. V. Nguyen, Anh M. Tran, Thao Nguyen in Advances and Trends in Artificial Intellig… (2022)

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    Article

    Affordance-based robot object retrieval

    Natural language object retrieval is a highly useful yet challenging task for robots in human-centric environments. Previous work has primarily focused on commands specifying the desired object’s type such as ...

    Thao Nguyen, Nakul Gopalan, Roma Patel, Matt Corsaro, Ellie Pavlick in Autonomous Robots (2022)

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    Chapter and Conference Paper

    An Exact Consensus-Based Network Intrusion Detection System

    In a recent work Toulouse et al. [1] introduced a fully distributed network intrusion detection system (NIDS) based on an average consensus algorithm. In this initial work, modules of the NIDS repeatedly average ...

    Michel Toulouse, Quang Tran Minh, Thao Nguyen in Future Data and Security Engineering (2017)

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    Chapter and Conference Paper

    Object Detection Using Scale Invariant Feature Transform

    An object detection scheme using the Scale Invariant Feature Transform (SIFT) is proposed in this paper. The SIFT extracts distinctive invariant features from images and it is a useful tool for matching betwee...

    Thao Nguyen, Eun-Ae Park, Jiho Han, Dong-Chul Park in Genetic and Evolutionary Computing (2014)

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    Chapter and Conference Paper

    Towards a Trust and Reputation Framework for Social Web Platforms

    Trust and Reputation Systems (TRSs) represent a significant trend in decision support for Internet-based interactions. They help users to decide whom to trust and how much to trust a transaction. They are also...

    Thao Nguyen, Luigi Liquori, Bruno Martin in On the Move to Meaningful Internet Systems… (2012)