EPLA: efficient personal location anonymity
Sign Up to like & getrecommendations! Published in 2017 at "GeoInformatica"
DOI: 10.1007/s10707-017-0303-4
Abstract: A lot of researchers utilize side-information, such as the map which is likely to be exploited by some attackers, to protect users’ location privacy in location-based service (LBS). However, current technologies universally model the side-information… read more here.
Keywords: location; epla efficient; personal location; anonymity ... See more keywords
Knowledge graph summarization impacts on movie recommendations
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Intelligent Information Systems"
DOI: 10.1007/s10844-021-00650-z
Abstract: A classical problem that frequently compromises Recommender System (RS) accuracy is the sparsity of the data about the interactions of the users with the items to be recommended. The use of side information (e.g. movie… read more here.
Keywords: information; summarization; knowledge graph; movie ... See more keywords
Salient object detection with side information
Sign Up to like & getrecommendations! Published in 2020 at "Science China Information Sciences"
DOI: 10.1007/s11432-018-9586-9
Abstract: Dear editor, Saliency detection has recently attracted much attention owing to its applicability in several fields of computer vision and machine learning. Convolutional neural network (CNN) is especially successful in generating saliency map end-to-end in… read more here.
Keywords: saliency; information; network; detection ... See more keywords
Network Traffic Compression With Side Information
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2994319
Abstract: There is a high degree of correlation among packets traversing the Internet. As these packets are often routed through different paths, eliminating such correlation requires to process them individually. Traditional universal compression solutions would not… read more here.
Keywords: compression side; compression; traffic; information ... See more keywords
Personalized Federated Learning With Server-Side Information
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3221401
Abstract: Personalized Federated Learning (FL) is an emerging research field in FL that learns an easily adaptable global model in the presence of data heterogeneity among clients. However, one of the main challenges for personalized FL… read more here.
Keywords: federated learning; personalized federated; server side; side information ... See more keywords
Vector Gaussian Rate-Distortion With Variable Side Information
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Information Theory"
DOI: 10.1109/isit.2014.6874973
Abstract: We consider rate-distortion with two decoders, each with distinct side information. This problem is well understood when the side information at the decoders satisfies a certain degradedness condition. We consider cases in which this degradedness… read more here.
Keywords: information; rate distortion; side information;
SeMiner: Side-Information-Based Semantics Miner for Proprietary Industrial Control Protocols
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3185649
Abstract: Industrial control protocols (ICPs) are critical for Industrial Internet of Things to achieve interconnection and interaction between the industrial devices. To fully understand a large number of nonstandard and proprietary ICPs, protocol reverse engineering (PRE)… read more here.
Keywords: control protocols; side information; semantics; industrial control ... See more keywords
Deep Coupled-Representation Learning for Sparse Linear Inverse Problems With Side Information
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2019.2929869
Abstract: In linear inverse problems, the goal is to recover a target signal from undersampled, incomplete or noisy linear measurements. Typically, the recovery relies on complex numerical optimization methods; recent approaches perform an unfolding of a… read more here.
Keywords: side information; deep coupled; linear inverse; inverse problems ... See more keywords
Optimization of Partial Transmit Sequences for PAPR Reduction of OFDM Signals Without Side Information
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Broadcasting"
DOI: 10.1109/tbc.2022.3201639
Abstract: This paper develops a novel optimization of partial transmit sequences (PTS) with phase quantization to reduce the peak-to-average-power ratio (PAPR) of orthogonal frequency-division multiplexing (OFDM) signals and enable data detection without side information. Since the… read more here.
Keywords: optimization partial; transmit sequences; side information; partial transmit ... See more keywords
Vector Gaussian Successive Refinement With Degraded Side Information
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2021.3107215
Abstract: We investigate the problem of the successive refinement for Wyner-Ziv coding with degraded side information and obtain a complete characterization of the rate region for the quadratic vector Gaussian case. The achievability part is based… read more here.
Keywords: vector gaussian; information; successive refinement; degraded side ... See more keywords
Guesswork With Quantum Side Information
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2021.3118878
Abstract: What is the minimum number of guesses needed on average to guess a realization of a random variable correctly? The answer to this question led to the introduction of a quantity called guesswork by Massey… read more here.
Keywords: guesswork quantum; quantum side; guesswork; information ... See more keywords