• The impact of multi-mappings in short read mapping 

  Oloomi, Seyed Mohammad Hossein (2018)

  Determining the DNA sequence of an organism is an essential step in many biological studies. The high-throughput DNA sequencing technologies break the DNA molecule randomly into many small fragments and determine the ...

• Machine learning with adversarial perturbations and noisy labels 

  Ma, Xingjun (2018)

  Machine learning models such as traditional random forests (RFs) and modern deep neural networks (DNNs) have been successfully used to solve complex learning problems in many applications such as speech recognition, image ...

• Cost-efficient resource provisioning for large-scale graph processing systems in cloud computing environments 

  Heidari, Safiollah (2018)

  A large amount of data that is being generated on Internet every day is in the form of graphs. Many services and applications namely as social networks, Internet of Things (IoT), mobile applications, business applications, ...

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