开课单位--德克萨斯大学

21
S-means: similarity driven clustering and its application in gravitational-wave astronomy data mining[S-手段:相似驱动聚类在引力波天文学数据挖掘应用]
  Lappoon R. Tang(德克萨斯大学) Clustering is to classify unlabeled data into groups. It has been wellresearched for decades in many disciplines. Clustering in massive amount of astr...
热度:29

22
Differentiating Code from Data in x86 Binaries[在x86二进制文件中区分代码与数据]
  Richard Wartell(德克萨斯大学) Robust, static disassembly is an important part of achieving high coverage for many binary code analyses, such as reverse engineering, malware analysi...
热度:54

23
Single Data, Multiple Clusterings[单一数据,多重聚类 ]
  Sajib Dasgupta(德克萨斯大学) There has been extensive research in the clustering community on formalizing the definition of the quality of a given data clustering. However, is it ...
热度:108

24
Pseudo-Label Generation for Multi-Label Text Classification[多标签文本分类的伪标签生成]
  Latifur Khan(德克萨斯大学) With the advent and expansion of social networking, the amount of generated text data has seen a sharp increase. In order to handle such a huge volume...
热度:108

25
Learning to Sportscast: A Test of Grounded Language Acquisition[学习体育节目:扎根语言测试]
  David L. Chen(德克萨斯大学) We present a novel commentator system that learns language from sportscasts of simulated soccer games. The system learns to parse and generate comment...
热度:34

26
NERO 2.0: Neuro Evolving Robotic Operatives[NERO2.0:神经演变机器人操作工]
  Igor Karpov;Thomas Nelson(德克萨斯大学) This demonstrates the NERO real-time strategy game and the capabilities of its agents. The technology involves neuroevolution.
热度:71

28
Best Paper - Information-Theoretic Metric Learning[最佳论文 - 信息理论度量学习]
  Brian Kulis(德克萨斯大学) In this paper, we present an information-theoretic approach to learning a Mahalanobis distance function. We formulate the problem as that of minimizin...
热度:204

29
Intelligent File Scoring System for Malware Detection from the Gray List[从灰名单的恶意软件检测智能文件评分系统]
  Chris Ding(德克萨斯大学) Currently, the most significant line of defense against malware is anti-virus products which focus on authenticating valid software from a white list,...
热度:28

30
Graph Evolution via Social Diffusion Processes[通过社会扩散过程的图形演化]
  Chris Ding(德克萨斯大学) We present a new stochastic process, called as Social Diffusion Process (SDP), to address the graph modeling. Based on this model, we derive a graph e...
热度:30