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Browsing Computer Science and Engineering - Faculty Research by Issue Date

Now showing items 21-26 of 26

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    A Multi-Cohort and Multi-Omics Meta-Analysis Framework to Identify Network-Based Gene Signatures 

    Shafi, Adib; Nguyen, Tin; Peyvandipour, Azam; Nguyen, Hung; Draghici, Sorin (2019)
    Although massive amounts of condition-specific molecular profiles are being accumulated in public repositories every day, meaningful interpretation of these data remains a major challenge. In an effort to identify the ...

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    A Comprehensive Survey of Tools and Software for Active Subnetwork Identification 

    Nguyen, Hung; Shrestha, Sangam; Tran, Duc; Shafi, Adib; Draghici, Sorin; Nguyen, Tin (2019)
    A recent focus of computational biology has been to integrate the complementary information available in molecular profiles as well as in multiple network databases in order to identify connected regions that show significant ...

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    Node State Monitoring Scheme in Fog Radio Access Networks for Intrusion Detection 

    An, Xingshuo; Lu, Xing; Yang, Lei; Zhou, Xianwei; Lin, Fuhong (2019)
    This paper studies intrusion detection for fog computing in fog radio access networks (F-RANs). As fog nodes are resource constrained, a traditional intrusion detection system (IDS) cannot be directly deployed in F-RANs ...

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    Formation control for autonomous robots with collision and obstacle avoidance using a rotational and repulsive force-based approach 

    Dang, Anh D.; La, Hung M.; Nguyen, Thang; Horn, Joachim (2019)
    In this article, we address a formation control problem for a group of autonomous robots to track a moving target in the presence of obstacles. In the proposed method, desired formations, which consist of virtual nodes ...

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    Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen 

    Menden, Michael P.; Wang, Dennis; Mason, Mike J.; Szalai, Bence; Bulusu, Krishna C.; Guan, Yuanfang; Yu, Thomas; Kang, Jaewoo; Jeon, Minji; Wolfinger, Russ; Nguyen, Tin; Zaslavskiy, Mikhail; Jang, In S.; Ghazoui, Zara; Ahsen, Mehmet E.; Vogel, Robert; Neto, Elias C.; Norman, Thea; Tang, Eric K. Y.; Garnett, Mathew J.; Di Veroli, Giovanni Y.; Fawell, Stephen; Stolovitzky, Gustavo; Guinney, Justin; Dry, Jonathan R.; Saez-Rodriguez, Julio (2019)
    The effectiveness of most cancer targeted therapies is short-lived. Tumors often develop resistance that might be overcome with drug combinations. However, the number of possible combinations is vast, necessitating data-driven ...

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    Intent Understanding Using an Activation Spreading Architecture 

    Saffar, Mohammad T.; Nicolescu, Mircea; Nicolescu, Monica N.; Rekabdar, Banafsheh (7/30/2015)
    In this paper, we propose a new approach for recognizing intentions of humans by observing their activities with a color plus depth (RGB-D) camera. Activities and goals are modeled as a distributed network of inter-connected ...