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A compendium of RNA-binding motifs for decoding gene regulation
TLDR
We report a systematic analysis of the RNA motifs recognized by RNA-binding proteins, encompassing 205 distinct genes from 24 diverse eukaryotes. Expand
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Learning query intent from regularized click graphs
TLDR
This work presents the use of click graphs in improving query intent classifiers, which are critical if vertical search and general-purpose search services are to be offered in a unified user interface. Expand
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Machine Learning Paradigms for Speech Recognition: An Overview
  • Li Deng, X. Li
  • Computer Science
  • IEEE Transactions on Audio, Speech, and Language…
  • 1 May 2013
TLDR
Automatic Speech Recognition (ASR) has historically been a driving force behind many machine learning (ML) techniques, including the ubiquitously used hidden Markov model, discriminative learning, structured sequence learning, Bayesian learning, adaptive learning. Expand
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Timing Synchronization in Decode-and-Forward Cooperative Communication Systems
TLDR
This paper addresses the joint timing and channel estimation problem, and furthermore the resynchronization of multiple timing offsets in a cooperative relay system. Expand
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Smoothing clickthrough data for web search ranking
TLDR
This paper presents two smoothing methods to expand clickthrough data: query clustering via Random Walk on click graphs and a discounting method inspired by the Good-Turing estimator. Expand
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Extracting structured information from user queries with semi-supervised conditional random fields
TLDR
We study the problem of query tagging which is to assign each query term to a pre-defined category. Expand
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Information-centric delay-tolerant mobile ad-hoc networks
TLDR
We propose a social-tie based content retrieval scheme to support the delay-tolerant mobile ad-hoc networks. Expand
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Demand-Side Management in the Smart Grid: Information Processing for the Power Switch
TLDR
We discussed the most recent developments in the area of load management, and considered possible interaction schemes of novel architectures with DER. Expand
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Timing Estimation and Resynchronization for Amplify-and-Forward Communication Systems
TLDR
This paper proposes a general framework to effectively estimate the unknown timing and channel parameters, as well as design efficient timing resynchronization algorithms for asynchronous amplify-and-forward (AF) cooperative communication systems. Expand
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Novel modified fuzzy c-means algorithm with applications
TLDR
A novel modified FCM algorithm (called FCM-AWA later) for image segmentation is presented in this paper. Expand
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