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Multiplex Memory Network for Collaborative Filtering [chapter]

Xunqiang Jiang, Binbin Hu, Yuan Fang, Chuan Shi
2020 Proceedings of the 2020 SIAM International Conference on Data Mining  
Inspired by recent progress in memory networks, we propose a novel multiplex memory network for collaborative filtering (MMCF).  ...  Although current deep neural network-based collaborative filtering methods have achieved state-of-the-art performance in recommender systems, they still face a few major weaknesses.  ...  Conclusion In this paper, we firstly proposed a novel multiplex memory network for collaborative filtering (MMCF).  ... 
doi:10.1137/1.9781611976236.11 dblp:conf/sdm/JiangH0S20 fatcat:eqasghthifaazd3bjam64bd75q

Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Bo Zhang, Liefeng Bo
2020 Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval  
To tackle the above challenge, this work proposes a Memory-Augmented Transformer Networks (MATN), to enable the recommendation with multiplex behavioral relational information, and joint modeling of type-specific  ...  Furthermore, a memory attention network is proposed to supercharge MATN capturing the contextual signals of different types of behavior into the category-specific latent embedding space.  ...  ACKNOWLEDGMENTS We thank the anonymous reviewers for their constructive feedback.  ... 
doi:10.1145/3397271.3401445 dblp:conf/sigir/XiaHXDZB20 fatcat:vn6dqjgycfhtfixke6g4m554ie

Single photon frequency conversion for frequency multiplexed quantum networks in the telecom band [article]

Paul Fisher, Robert Cernansky, Ben Haylock, Mirko Lobino
2021 arXiv   pre-print
High-speed long-range quantum communication requires combining frequency multiplexed photonic channels with quantum memories.  ...  interfacing different regions of a frequency-multiplexed spectrum.  ...  High-speed long-range quantum communication requires combining frequency multiplexed photonic channels with quantum memories.  ... 
arXiv:2104.01881v1 fatcat:2rt7ybpsxbadddhvrvkhgol3oy

Wireless channel estimation in OFDM systems based on collaborative filtering techniques

Velimir Švedek, Adrian Satja Kurdija, Željko Ilić
2019 Journal of Electrical Engineering  
The algorithm improves the interpolation methods by employing memory based collaborative filtering (CF) techniques which are less sensitive to the number and location of the pilot subcarriers.  ...  In this paper, a new channel estimation algorithm in Orthogonal Frequency Division Multiplexing (OFDM) systems is proposed.  ...  In this paper, we propose a new channel estimation algorithm which improves the commonly used interpolation methods by employing memory based collaborative filtering (CF) techniques, which are less sensitive  ... 
doi:10.2478/jee-2019-0033 fatcat:uhpdowxtfzhjvgde5np7fufjbe

Improving TCP performance over wireless networks with collaborative multi-homed mobile hosts

Kyu-Han Kim, Kang G. Shin
2005 Proceedings of the 3rd international conference on Mobile systems, applications, and services - MobiSys '05  
In this paper, we first describe the need for such a mobile collaborative community, or a community, in which multi-homed mobile hosts exploit the diversity of WWAN connections to improve a user-perceived  ...  Multi-homed mobile hosts situated in physical proximity may spontaneously team up to run high-bandwidth applications by pooling their low wireless wide-area network (WWAN) bandwidths together for communication  ...  Acknowledgement The authors would like to thank Jack Brassil, Sung-Ju Lee, and Puneet Sharma of HP Laboratories for introducing the concept of mobile community.  ... 
doi:10.1145/1067170.1067183 dblp:conf/mobisys/KimS05 fatcat:iykptpt2cvfbxhnp24af7i7or4

Distributed FPGA-based smart camera architecture for computer vision applications

Cedric Bourrasset, Luca Maggianiy, Jocelyn Serot, Francois Berry, Paolo Pagano
2013 2013 Seventh International Conference on Distributed Smart Cameras (ICDSC)  
More recently, FPGA-based platforms have been studied for their massive parallelism capabilities.  ...  In this context, smart camera have first embedded general purpose processor (GPP) for image processing.  ...  This work is made in collaboration with the Networks of Embedded Systems team at CNIT (Consorzio Nazionale Interuniversitario per le Telecomunicazioni)  ... 
doi:10.1109/icdsc.2013.6778245 dblp:conf/icdsc/BourrassetMSBP13a fatcat:dlab7n7nxzdkdnoslsfiih6hea

Photonics in Switching in NoE e-Photon/One+

Carla Raffaelli, Lena Wosinska, Nicola Andriolli, Franco Callegati, Piero Castoldi, Wojciech Kabacinski, Guido Maier, Achille Pattavina, Luca Valcarenghi
2007 2007 9th International Conference on Transparent Optical Networks  
This talk aims at presenting how collaborations on photonics in switching research has been organized within e-Photon/One+ and which actions have been finalized for exploitation and dissemination of this  ...  + Network of Excellence.  ...  The main advantage of the OBS network compared to OPS network is that no optical RAM memory is needed.  ... 
doi:10.1109/icton.2007.4296058 fatcat:zsin6x5epngt3prinqeugdn3y4

Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation [article]

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo
2021 arXiv   pre-print
Accurate user and item embedding learning is crucial for modern recommender systems.  ...  To tackle these challenges, this work proposes a Knowledge-Enhanced Hierarchical Graph Transformer Network (KHGT), to investigate multi-typed interactive patterns between users and items in recommender  ...  Acknowledgments We thank the anonymous reviewers for their constructive feedback and comments.  ... 
arXiv:2110.04000v1 fatcat:44xhyegydzbmzlf5ytlznzhrqm

Table of contents

2021 IEEE Transactions on Circuits and Systems - II - Express Briefs  
Baas 1730 Frequency-Division Multiplexing With Graphene Active Electrodes for Neurosensor Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Rahimi Azghadi 1650 Resource-Aware Collaborative Allocation for CPU-FPGA Cloud Environments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/tcsii.2021.3072703 fatcat:ohk3z4ycyzfwtlrtsmpvvj7hg4

Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo
2021 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
Accurate user and item embedding learning is crucial for modern recommender systems.  ...  collaborative relations, as well as the underlying interaction dynamics.  ...  Acknowledgments We thank the anonymous reviewers for their constructive feedback and comments.  ... 
doi:10.1609/aaai.v35i5.16576 fatcat:wvl4sc5gyndobcwgodth75fh4e

Exploring New Uses of Video with VideoSpace [chapter]

Nicolas Roussel
2001 Lecture Notes in Computer Science  
describes videoSpace, a software toolkit designed to facilitate the integration of image streams into existing or new documents and applications to support new forms of human-computer interaction and collaborative  ...  Current work on videoSpace is supported by ERCIM, the European Research Consortium for Informatics and Mathematics, and the Swiss National Science Foundation.  ...  The videoSpace library provides a MultiplexNode class for multiplexing low-level operations on files, network connections and hardware devices.  ... 
doi:10.1007/3-540-45348-2_10 fatcat:bzfadlkwnvfdpegvuy4bj7r4sy

The DISTO Data Acquisition System at SATURNE [article]

The DISTO Collaboration
1997 arXiv   pre-print
Two UNIX workstations are connected to the VME CPUs through a fast parallel bus and the Local Area Network. They analyze a subset of events for on-line monitoring.  ...  The DISTO collaboration has built a large-acceptance magnetic spectrometer designed to provide broad kinematic coverage of multi-particle final states produced in pp scattering.  ...  Last, PCOS and FERA data for each event, stored in the triple port ECL memory, are inserted.  ... 
arXiv:hep-ex/9712006v1 fatcat:fyoukicihrcsfedub5zn52pqka

Special Issue on: Cooperative and Distributed Wireless Communications

Abbas Jamalipour, Ian Oppermann, Nirwan Ansari, Graeme Woodward
2013 International Journal of Wireless Information Networks  
The first paper, New Diversity Combining Receivers for Cooperative Multiplexing in Wireless Multiuser Relay Networks, by Chang Kyung Sung, Iain B.  ...  To overcome this degradation, two new receivers for the relay-link users are proposed: (1) cooperative multiplexing optimum combining (CMOC) and (2) cooperative multiplexing selection combining (CMSC).  ...  The first paper, New Diversity Combining Receivers for Cooperative Multiplexing in Wireless Multiuser Relay Networks, by Chang Kyung Sung, Iain B.  ... 
doi:10.1007/s10776-013-0221-9 fatcat:nmykycbzjjaqvcqhywampzns3u

Collaborative Approach for Inter-domain Botnet Detection in Large-scale Networks

Hachem Guerid, Karel Mittig, Ahmed Serhrouchni
2013 Proceedings of the 9th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing  
In this paper, we propose a collaborative and inter-domain botnet detection system which conciliates the requirements of privacy and business preservation, while enabling realtime analysis for large scale  ...  Such distribution hardens their detection as the centralized approaches require to centralize network data for their analysis, which is indeed not possible in regard to the legacy and business constraints  ...  The proxies are the multiplexing of the network traffic of several users sharing the same public IP address.  ... 
doi:10.4108/icst.collaboratecom.2013.254051 dblp:conf/colcom/GueridMS13 fatcat:suzy45jkyvdifjinztpqjy3ysq

An open-source readout for MKIDs

Ran Duan, Sean McHugh, Bruno Serfass, Benjamin A. Mazin, A. Merrill, Sunil R. Golwala, Thomas P. Downes, Nicole G. Czakon, Peter K. Day, Jiansong Gao, Jason Glenn, Matthew I. Hollister (+13 others)
2010 Millimeter, Submillimeter, and Far-Infrared Detectors and Instrumentation for Astronomy V  
This paper will present the design, implementation, performance analysis of an open source readout system for arrays of microwave kinetic inductance detectors (MKID) for mm/submm astronomy.  ...  The readout system will perform frequency domain multiplexed real-time complex microwave transmission measurements in order to monitor the instantaneous resonance frequency and dissipation of superconducting  ...  Werthimer and other CASPER members for all the useful discussion; we would also like to thanks open source MKID readout collaboration from UCSB, UC Berkeley, NIST, UK ATC etc.  ... 
doi:10.1117/12.856832 fatcat:me56totuc5ccpnujxnck355eta
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