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Vectorization of Multibyte Floating Point Data Formats
We propose a scheme for reduced-precision representation of floating point data on a continuum between IEEE-754 floating point types. Our scheme enables the use of lower precision formats for a reduction in storage space require ... Read More >
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Comparative study of High-speed Linux TCP Variants over High-BDP Networks
Transmission Control Protocol (TCP) has been profusely used by most of internet applications. Since 1970s, several TCP variants have been developed in order to cope with the fast increasing of network capacities especially in hi ... Read More >
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Forensic Acquisition of Cloud Drives
Cloud computing and cloud storage services, in particular, pose a new challenge to digital forensic investigations. Currently, evidence acquisition for such services still follows the traditional method of collecting artifacts o ... Read More >
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Convex-Arc Drawings of Pseudolines
A weak pseudoline arrangement is a topological generalization of a line arrangement, consisting of curves topologically equivalent to lines that cross each other at most once. We consider arrangements that are outerplanar---each ... Read More >
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Estimating the unconfined compressive strength of carbonate rocks using gene exp ...
Conventionally, many researchers have used both regression and black box techniques to estimate the unconfined compressive strength (UCS) of different rocks. The advantage of the regression approach is that it can be used to ren ... Read More >
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A Survey on Artificial Intelligence and Data Mining for MOOCs
Massive Open Online Courses (MOOCs) have gained tremendous popularity in the last few years. Thanks to MOOCs, millions of learners from all over the world have taken thousands of high-quality courses for free. Putting together a ... Read More >
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Optimal Dynamic Routing for the Wireless Relay Channel
Consider a communication network with a source, a relay and a destination. Each time interval, the source may dynamically choose between a few possible coding schemes, based on the channel state, traffic pattern and its own queu ... Read More >
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Emerging Dimension Weights in a Conceptual Spaces Model of Concept Combination
We investigate the generation of new concepts from combinations of properties as an artificial language develops. To do so, we have developed a new framework for conjunctive concept combination. This framework gives a semantic g ... Read More >
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Energy-Aware Optimization and Mechanism Design for Cellular Device-to-Device Loc ...
In a device-to-device (D2D) local area network (LAN), mobile users (MUs) must cooperate to download common real-time content from a wireless cellular network. However, sustaining such D2D LANs over cellular networks requires the ... Read More >
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Pixel Recurrent Neural Networks
Modeling the distribution of natural images is a landmark problem in unsupervised learning. This task requires an image model that is at once expressive, tractable and scalable. We present a deep neural network that sequentially ... Read More >