Distributed classification with variable distributions

• المؤلف الرئيسي: Quach, Vinh Thanh
• مؤلفون آخرون: Vivekanand Gopalkrishnan
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2015
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/62213
• المؤسسة: Nanyang Technological University

When the data at a location is insufficient, one may apply a naive solution to gather data from other (remote) places and classify it using a centralized algorithm. Although this approach has good performance, it is often infeasible due to high communication overheads and lack of scalability of the...