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Call for Papers: MLICOM 2017
Author: 佚名 | release date: 2017-04-24 |click rate: 166

April 6, 2017 | Reported by Anonymous | Translated by Gao Zichun

Sponsored by: European Alliance for Innovation (EAI)

Organized by: Harbin Institute of Technology, Weihai (HITWH)

When: August 5-6, 2017

Where: Weihai, Shandong, P.R.China

Website: http://mlicom.org/2017/show/home

We are pleased to invite you to participate in the 2nd EAI International Conference on Machine Learning and Information Communications (MLICOM 2017), which will take place on August 5 and August 6, 2017 in Weihai, Shandong. We welcome unpublished papers written in English language and describing original work in areas pertinent to machine learning and information communications.

As an emerging branch discipline of computer science, machine learning (ML) originates from the research of pattern recognition and Experiential Learning Theory (ELT) of artificial intelligence algorithm, and discusses how to improve the performance of specific algorithm via experiential learning and how to make predictions in sophisticated scenarios. This Conference aims at exploring the integration of limited radio resources and some intelligent algorithms and solutions, so as to enhance the quality of service with a more intelligent and efficient system that incorporates machine learning algorithm into the communications system.

    All papers accepted will be published in Proceedings by Springer and will be available in the SpringerLink Digital Library. All the accepted papers will also be indexed by EI, ISI, Scopus, Crossref, Google Scholar and DBLP. The authors of the best selected papers will be invited to extend them for publication in Mobile Networks and Applications (SCI, IF=1.538) and IEEE Access (SCI, IF=1.27).

Submitted papers should follow the topics listed below for the Conference, which were not intended as restrictive:

 

Machine learning

· Bayesian machine learning

· Deep learning, latent variable models

· Learning for big data

· Learning in graphs

· Multiple instance learning

· Multi-objective learning

· Multi-task learning

· Semi-supervised learning

· Sparse learning

· Structured output learning

· Supervised learning

· Online learning

· Transfer learning

· Unsupervised learning

· Machine learning and information processing in wireless sensor networks

· Data mining in heterogeneous networks

· Machine learning for multimedia

· Machine learning for IoT

· Decentralized learning for wireless communication systems

Intelligent positioning and navigation

· Fingerprinting based positioning

· RSS, TOF, TDOA, AOA based  positioning   

· GNSS positioning, Optical positioning

· Localization for wireless sensor networks

· Pedestrian navigation using self-contained sensors

· Fusion of various positioning systems

· Simultaneous localization and mapping (SLAM)

· Location based services, Location privacy

· Wireless sensing and context-awareness applications

Intelligent Multimedia Processing and Security

· Multimedia processing, including image/audio /video

· Multimedia security issues, including attacks and counter-attacks

· Data hiding of multimedia

· Digital multimedia forensics and anti-forensics

· Reversible data hiding of multimedia

· Large-scale experimental tests and benchmarking

· Intelligent security based on human vision system

· Multimedia and data privacy

· Multimedia hashing and retrieval

Intelligent Wireless Mobile Network and Security

· Wireless network architecture

· Wireless network modeling

· High capacity wireless network

· Latency-sensitive wireless network

· Wireless network with network coding

· Green wireless network design

· 5G wireless network Cross-layer optimization

· Wireless network security

· Wireless network physical layer security

· 5G wireless network Cross-layer security

Cognitive Radio and Intelligent Networking

· Spectrum sensing, spectrum policies

· Dynamic spectrum access

· Spectrum aggregation, spectrum mobility

· Cognitive networks, security and prototypes

· End-to-end Performance Analysis in cognitive networks

· Unlicensed and licensed shared access

· Spectrum measurements and monitoring;

· Electronic spectrum map and spectrum database;

· Applications of cognitive radio networks

· Spectrum security

· Cognitive security

· Cognitive covert communications

Intelligent Internet of Things

· Intelligent IoT Devices (Sensor, Actuators, Smart Objects, Vehicles, Smart Phones)

· Energy and Power-Saving Technologies for IoT

· Routing and Control Protocols for the IoT

· Intelligence, Mobility, Localization and Management Aspects of the IoT

· Intelligent Indexing, naming, and addressing the Internet of Things

· Cloud computing, Distributed Storage and IoT internetworking

· Security, Trust, Privacy, Identity Management and Object Recognition in the IoT

· Intelligent IoT Architectures and Middlewares, IoT Resource Management and Access Control

· Intelligent data processing for the IoT, Sensors Data management, Big Data and Data Mining, Data Fusion

· User-oriented, context-aware IoT services

· Intelligent IoT in homes, building, factories, cities, smart grid, e-health, agriculture and environment, manufacturing, logistics, social networking, etc.

Intelligent Satellite Communications and Networking

· Satellite network architecture

· Satellite Network modeling and capacity analysis

· Satellite Antenna and propagation

· Satellite Multiple access technology

· Admission control and dynamic bandwidth allocation

· Intelligent Satellite Routing and protocol

· Space security

· Convergence and integration among satellite networks and terrestrial networks

· Optical communication in space and satellite communications

· Terahertz technology in space and satellite communications

· Deep space communication and Inter-Planetary network

· Space delay/disruption tolerant networking technology and protocol

· Small/Micro/Nano-satellite technology and application

Intelligent Remote Sensing, Visual Computing and Three-Dimensional Modeling

· Image pattern classifier and neural network training

· Multi-granularity computing, Granularity analysis of Big Data

· Knowledge Transfer and memory information perception

· Depth study, Rule Mining and speculation

· Multi-scale remote sensing image perception, Joint of image and spectral information on cognitive computing

· Technology of intelligent processing with Multi-source remote sensing data

· Processing Technology of RS Data from aerospace and ground platforms

· Intelligent computing and visualization of geospatial data

· High-performance computing problems of big remote sensing data

· Mobile visual computing and mobile visual modeling

· Multi-source data fusion and visual information extraction

· Machine vision geometry, perception and model

· New methods, new technologies and new applications on three-dimensional modeling

· Geometry, imagery and visualization processing on three-dimensional modeling

· Joint Modeling of multi-sensor, such as WIFI, smart glasses and wearable smart devices

· 3D modeling capability of Smartphone

· High-performance computing problems of visual computing and three-dimensional modeling

Intelligent Green communication and Networking

· Energy-efficient communication and Networking

· Wireless energy harvesting oriented networks

· Simultaneously wireless information and power transfer

· Performance analysis for energy-efficient networks

· Green and ubiquitous computing

· Cross-layer optimization for energy efficiency

· Big data analysis for green communications

· Cloud computing based green networking

· Green cognitive radio networks

· Renewable energy powered networks

Intelligent Ad-hoc and Sensor Networks

· Intelligent wireless sensor and actuator networks

· Intelligent and unconventional applications of ad-hoc and sensor networks

· Novel paradigms, architectures and operation models of ad-hoc and sensor networks

· Machine-to-Machine (M2M) communications in ad hoc networks

· Underwater and underground sensor networks

· Intelligent multi-hop wireless mesh and community networks

· Delay-tolerant ad-hoc networks

· Intelligent Self-organization and autonomic networking, Vehicular ad hoc networks

· MAC protocols for ad-hoc and sensor networks

· Routing and multicasting protocols in ad-hoc and sensor networks

· Sensor fusion and synergy

Intelligent Resource Allocation in Wireless and Cloud Networks

· Power or spectrum allocation

· Spectrum pricing in dynamic spectrum access

· Base-station assignment for C-RAN

· Restriction of Fronthaul capacity in C-RAN

· Interference control for dense heterogeneous networks

· Tradeoff in dynamic resource allocation

· QoS/QoE in resource allocation

· Energy management in flexible cells

Intelligent Signal Processing in Wireless and Optical Communications

· PHY lay signal processing in visible light communications

· Signal Transmission for free space optical communications

· Channel measurements and tests for VLC, channel estimation, equalization for wireless communications

· VLC for secure communications

· Hybrid radio frequency and OWC design

· Signal processing for single-carrier, OFDM and OFDMA systems

· Signal processing for spread-spectrum, CDMA, ultra-wideband systems  ·

· Multi-antenna (SIMO, MISO, MIMO, Massive MIMO) and multi-user systems

· Underwater acoustic signal processing

· Smart antenna technology

· Millimeter wave technology

Intelligent Radar Signal Processing

· Machine learning and deep learning for SAR image interpretation

· Radar characteristic cognition of clutter and target

· Target detection based on compressive sensing

· Intelligent optimization algorithms for radar signal processing

· Sparsity of radar/sonar/EO/IR signals

· High resolution Processing Imaging MTI/STAP/SAR/ISAR processing & Data Fusion

· Cognitive radar

Intelligent Cooperative Communications and Networking

· Information-theoretic analysis of cooperative communications

· Interference management in cooperative network

· Performance analysis and optimization of cooperative communications

· MIMO and massive MIMO technology in cooperative communications

· New applications e.g., V2X, D2D

· Cooperative Communications Security

· New waveforms and multiple access in cooperative communications

· New cellular architectures and modeling in cooperative network

· MAC layer design in cooperative network

· Modulation and energy efficiency in Cooperative communications

IMPORTANT DATES:

Full Paper Submission Deadline: May 31, 2017

Author Notification: June 20, 2017

Printed Edition Submission Deadline: July 10, 2017

 

Please submit through Confy system after registering and choosing “MLICOM2017” from the meeting list. To ensure that your paper will be securely published, please download the format requirements at http://mlicom.org/2017/show/authors-kit.

Submission Requirements: http://mlicom.org/2017/show/initial-submission 

Submission address: http://confy.eai.eu/entry.html