State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems

Fadlullah, Zubair Md., Tang, Fengxiao, Mao, Bomin, Kato, Nei, Akashi, Osamu, Inoue, Takeru, Mizutani, Kimihiro·2017·IEEE Communications Surveys & Tutorials
DOI 10.1109/comst.2017.2707140

Cites (266)

Items 201–252 of 252

  1. Deep Learning Approaches for Link Prediction in Social Network Services
    Feng Liu, Bingquan Liu, Chengjie Sun, Ming Liu, Xiaolong Wang · 2013 · Lecture notes in computer science
  2. Evaluation of a wireless enterprise backbone network architecture
    Ashish Raniwala, Tzi‐cker Chiueh · 2005 · IEEE Symposium on High-Performance Interconnects (HOTI)
  3. Energy efficient processing of K nearest neighbor queries in location-aware sensor networks
    J. Winter, Yingqi Xu, W.-C. Lee · 2005
  4. A Generative Process for Sampling Contractive Auto-Encoders
    Salah Rifai, Yoshua Bengio, Yann Dauphin, Pascal Vincent · 2012 · arXiv (Cornell University)
  5. SeLeCT: Self-Learning Classifier for Internet Traffic
    Luigi Grimaudo, Marco Mellia, Elena Baralis, Ram Keralapura · 2014 · IEEE Transactions on Network and Service Management
  6. Predicting Ads' Click-Through Rate with Decision Rules
    Wojciech Kotowski, Dawid Weiss C · 2008
  7. Data Aggregation for Wireless Sensor Networks Using Self-organizing Map
    Sanghak Lee, TaeChoong Chung · 2005 · Lecture notes in computer science
  8. Predicting online user behaviour using deep learning algorithms
    Armando S. Vieira · 2015 · arXiv (Cornell University)
  9. DeepSpace: An Online Deep Learning Framework for Mobile Big Data to Understand Human Mobility Patterns
    Xi Ouyang, Chaoyun Zhang, Pan Zhou, Hao Jiang, Shimin Gong · 2016 · arXiv (Cornell University)
  10. Multilayer Perceptron and Stacked Autoencoder for Internet Traffic Prediction
    Tiago Prado Oliveira, Jamil Salém Barbar, Alexsandro Santos Soares · 2014 · Lecture notes in computer science
  11. Q-MAP: a novel multicast routing method in wireless ad hoc networks with multiagent reinforcement learning
    Ricky Sun, Shoji Tatsumi, Gen Zhao · 2004 · IEEE Region 10 Conference (TENCON)
  12. Transfer learning with one-class data
    Jixu Chen, Xiaoming Liu · 2013 · Pattern Recognition Letters
  13. A new QoS routing algorithm based on self-organizing maps for wireless sensor networks
    Julio Barbancho, Carlos León, F. Javier Molina, Antonio Barbancho · 2007 · Telecommunication Systems
  14. Heuristically Accelerated Reinforcement Learning for Dynamic Secondary Spectrum Sharing
    Nils Morozs, Tim Clarke, David Grace · 2015 · IEEE Access
  15. Improved deep reinforcement learning for robotics through distribution-based experience retention
    Tim de Bruin, Jens Kober, Karl Tuyls, Robert Babuška · 2016 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  16. Practical OSPF Traffic Engineering
    Gábor Rétvári, Tibor Cinkler · 2004 · IEEE Communications Letters
  17. Multi-modal sensor registration for vehicle perception via deep neural networks
    Michael J. Giering, Vivek Venugopalan, Kishore Reddy · 2015 · IEEE High Performance Extreme Computing Conference
  18. Detection and classification of TCP/IP network services
    Koan-Sin Tan, Byron Collie · 2002 · Annual Computer Security Applications Conference
  19. Approximate inference: A sampling based modeling technique to capture complex dependencies in a language model
    Anoop Deoras, Tomáš Mikolov, Stefan Kombrink, Kenneth Church · 2012 · Speech Communication
  20. Learning Depth-Aware Deep Representations for Robotic Perception
    Lorenzo Porzi, Samuel Rota Bulò, Adrián Peñate-Sánchez, Elisa Ricci, Francesc Moreno-Noguer · 2016 · IEEE Robotics and Automation Letters
  21. Assessing dependability of wireless networks using neural networks
    A. Snow, Preeti Rastogi, Gary R. Weckman · 2005 · IEEE Military Communications Conference (MILCOM)
  22. A Method on Multimedia Service Traffic Monitoring and Analysis
    Hun-Jeong Kang, Myungsup Kim, James Won‐Ki Hong · 2003 · Lecture notes in computer science
  23. Incoherent dictionary learning for sparse representation
    Tong Lin, Shi Liu, Hongbin Zha · 2012
  24. Tandem Connectionist Feature Extraction for Conversational Speech Recognition
    Qifeng Zhu, Barry Y. Chen, Nelson H. Morgan, Andreas Stolcke · 2005 · Lecture notes in computer science
  25. Intelligent Processing of K-Nearest Neighbors Queries Using Mobile Data Collectors in a Location Aware 3D Wireless Sensor Network
    Prem Prakash Jayaraman, Arkady Zaslavsky, Jerker Delsing · 2010 · Lecture notes in computer science
  26. Bayesian Localization in Sensor Networks: Distributed Algorithm and Fundamental Limits
    Dario Fontanella, Monica Nicoli, Luc Vandendorpe · 2010 · International Conference on Communications
  27. Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction
    Yongpo Jia, Xuemeng Song, Jingbo Zhou, Li Liu, Liqiang Nie, David S. Rosenblum · 2016 · Proceedings of the AAAI Conference on Artificial Intelligence
  28. Automatic City Region Analysis for Urban Routing
    Kai Zhao, Mohan Prasath Chinnasamy, Sasu Tarkoma · 2015 · IEEE ... International Conference on Data Mining workshops
  29. Top-Down Regularization of Deep Belief Networks
    Hanlin Goh, Nicolas Thome, Matthieu Cord, Joo‐Hwee Lim · 2013
  30. A Multipath Routing Algorithm Based on Traffic Prediction in Wireless Mesh Networks
    Zhiyuan Li, Ruchuan Wang · 2009 · Communications and Network
  31. High accuracy recognition of etl9b using exclusive learning neural network - II (ELNET - II)
    Kazuki Saruta, Nei Kato, M Elfadel Ibrahim Abe, Yoshiaki Nemoto · 1996 · IEICE Transactions on Information and Systems
  32. Bayesian Statistical Modeling of System Energy Saving Effectiveness for MAC Protocols of Wireless Sensor Networks
    Myong Hee Kim, Man-Gon Park · 2009 · Studies in computational intelligence
  33. Utilizing high-dimensional features for real-time robotic applications: Reducing the curse of dimensionality for recursive Bayesian estimation
    Jie Li, Paul Ozog, Jacob Abernethy, Ryan M. Eustice, Matthew Johnson‐Roberson · 2016 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  34. Multipath Routing Management using Neural Networks-Based Traffic Prediction
    Melinda Barabas, Georgeta Boanea, Virgil Dobrotă · 2011
  35. Building a single-box 100 Gbps software router
    Sangjin Han, Keon Jang, KyoungSoo Park, Sue B. Moon · 2010 · IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN)
  36. Target Localization Using Ensemble Support Vector Regression in Wireless Sensor Networks
    Woojin Kim, Jaemann Park, H. Jin Kim · 2010 · IEEE Wireless Communications and Networking Conference
  37. Area Localization Algorithm for Mobile Nodes in Wireless Sensor Networks Based on Support Vector Machines
    Bin Yang, Jianhong Yang, Jinwu Xu, Debin Yang · 2007 · Springer eBooks
  38. Intrusion Detection System Based on Immune Algorithm and Support Vector Machine in Wireless Sensor Network
    Yu Sheng Chen, Yu Sheng Qin, Yu Gui Xiang, Jing Zhong, Xu Long Jiao · 2011 · Communications in computer and information science
  39. Mobility Prediction Using Fully-Complex Extreme Learning Machines.
    Lahouari Ghouti · 2014
  40. Cognitive Techniques: Physical and Link Layers
    Thomas W. Rondeau, Charles W. Bostian · 2009 · Elsevier eBooks
  41. The Economic Impact of Internet Traffic Growth on Network Operators
    J. Scott Marcus · 2014 · SSRN Electronic Journal
  42. High Accuracy Recognition of ETL9B Using Exclusive Learning Neural Network-II : ELNET-II (Special Issue on Character Recognition and Document Understanding)
    Kazuki Saruta, Nei Kato, M Elfadel Ibrahim Abe, Yoshiaki Nemoto · 1996 · IEICE Transactions on Information and Systems
  43. Inferring Origin Flow Patterns in Wi-Fi with Deep Learning
    Youngjune Gwon, H. T. Kung · 2014 · Digital Access to Scholarship at Harvard (DASH) (Harvard University)
  44. A New Backpropagation Learning Algorithm for Layered Neural Networks with Nondifferentiable Units
    Takahumi Oohori, Hidenori Naganuma, Kazuhisa Watanabe · 2007 · Neural Computation
  45. Energy-aware keyword search on mobile phones
    Weixiong Rao, Kai Zhao, Eemil Lagerspetz, Pan Hui, Sasu Tarkoma · 2012
  46. Cognitive Techniques
    Thomas W. Rondeau, Charles W. Bostian · 2006 · Elsevier eBooks
  47. Performance evaluation of a situation aware multipath routing solution
    Georgeta Boanea, Melinda Barabas, Andrei Bogdan Rus, Virgil Dobrotă, Jordi Domingo‐Pascual · 2011 · RoEduNet Conference: Networking in Education and Research (RoEduNet)
  48. Enhanced traffic classification design through a randomized approach for more secure 3G mobile networks
    Raja Ettiane, Abdelaali Chaoub, Rachid Elkouch · 2016 · International Conference on Wireless Networks and Mobile Communications (WINCOM)
  49. Adaptive Spectrum Sensing And Learning In Cognitive Radio Networks
    Gazor, S., Abbas Taherpour, Abolfazl Taherpour · 2010 · Zenodo (CERN European Organization for Nuclear Research)
  50. High-speed TCP flow record extraction using GPUs
    Paula Roquero, Javier Ramos, Víctor Moreno, Iván González, Javier Aracil · 2015 · The Journal of Supercomputing
  51. Deep Learning for Social Media Analysis in Crises Situations (Position paper)
    Mehdi Ben Lazreg, Morten Goodwin, Ole‐Christoffer Granmo · 2016
  52. Context-dependent social mapping
    Konstantinos Charalampous, Ioannis Kostavelis, Antonios C. Gasteratos · 2016 · IEEE International Conference on Imaging Systems and Techniques (IST)