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JSTSP
2016
46views more  JSTSP 2016»
9 years 11 months ago
Stochastic Spectral Descent for Discrete Graphical Models
—Interest in deep probabilistic graphical models has increased in recent years, due to their state-of-the-art performance on many machine learning applications. Such models are t...
David E. Carlson, Ya-Ping Hsieh, Edo Collins, Lawr...
29
Voted
JSTSP
2016
63views more  JSTSP 2016»
9 years 11 months ago
Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization
—While the quest of end users for fast and convenient Internet services grows steadily, energy-hungry data centers correspondingly expand in both numbers and scale - a fact that ...
Tianyi Chen, Xin Wang 0003, Georgios B. Giannakis
JSTSP
2016
51views more  JSTSP 2016»
9 years 11 months ago
A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy
Abstract—Microscopy imaging, including fluorescence microscopy and electron microscopy, has taken a prominent role in life science research and medicine due to its ability to in...
Charles Kervrann, Carlos Oscar Sánchez Sorz...
JSTSP
2016
54views more  JSTSP 2016»
9 years 11 months ago
Reconstruction From Multiple Poses in Fluorescence Imaging: Proof of Concept
Abstract—One disadvantage of all fluorescence imaging modalities is a poor axial resolution. To overcome this issue, we propose a novel approach to reconstruct fluorescence vol...
Denis Fortun, Paul Guichard, Ning Chu, Michael Uns...
28
Voted
JSTSP
2016
57views more  JSTSP 2016»
9 years 11 months ago
Online Optimization Under Adversarial Perturbations
—We investigate the problem of online optimization under adversarial perturbations. In each round of this repeated game, a player selects an action from a decision set using a ra...
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer
JSTSP
2016
59views more  JSTSP 2016»
9 years 11 months ago
Compressive Hyperspectral Imaging via Approximate Message Passing
—We consider a compressive hyperspectral imaging reconstruction problem, where three-dimensional spatio-spectral information about a scene is sensed by a coded aperture snapshot ...
Jin Tan, Yanting Ma, Hoover F. Rueda, Dror Baron, ...
JSSC
2016
63views more  JSSC 2016»
9 years 11 months ago
Variation-Tolerant Quick-Start-Up CMOS Crystal Oscillator With Chirp Injection and Negative Resistance Booster
Abstract—This paper presents a variation-tolerant quick-startup 39.25 MHz crystal oscillator and a theoretical analysis of a proposed chirp injector (CI) and negative resistance ...
Shunta Iguchi, Hiroshi Fuketa, Takayasu Sakurai, M...
JSS
2016
87views more  JSS 2016»
9 years 11 months ago
Software test process improvement approaches: A systematic literature review and an industrial case study
Software Test Process Improvement (STPI) approaches are frameworks that guide software development organizations to improve their software testing process. We have identified exi...
Wasif Afzal, Snehal Alone, Kerstin Glocksien, Rich...
JSS
2016
56views more  JSS 2016»
9 years 11 months ago
Alleviating the topology mismatch problem in distributed overlay networks: A survey
Peer-to-peer (P2P) systems have enjoyed immense attention and have been widely deployed on the Internet for well over a decade. often implemented via an overlay network abstractio...
Vassilis Moustakas, Hüseyin Akcan, Mema Rouss...
JSS
2016
58views more  JSS 2016»
9 years 11 months ago
Co-evolution of metamodels and models through consistent change propagation
In Model-Driven Engineering (MDE), metamodels and domain-specific languages are key artifacts as they are used to define syntax and semantics of domain models. However, metamodel...
Andreas Demuth, Markus Riedl-Ehrenleitner, Roberto...