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 Software Testing and Analysis and Machine Learning 

Software is becoming more and more important to all aspects of society. Software applications in many situations. Testing and Analysis of the software will shed light on its robustness and debugging. Machine Learning digging so much information. We aim for innovative research in the field of software testing and analysis and machine learning. 

Topics of the Conference

We solicit original papers including but not limited to:​

   Topic 1: Machine Learning

﹥Neural Networks

﹥Deep Learning

﹥Convolutional Networks

﹥Reinforcement​

Data Mining in Heterogeneous Networks

Deep and Reinforcement Learning

Distributed and Decentralized Machine Learning Algorithms

Human-robot Interface and Interaction

Network Slicing Optimization

User Behavior Prediction

Machine Learning in Knowledge-intensive Systems

Machine Learning Methods and Analysis

Mechanism Design and Applications

Mobile Sensor Networks

Modeling and Identification

Multi-agent Systems

Natural Language Processing

Pattern Recognition and Classification for Networks

Robotic Automation and Control

Mechanism Design and Applications

Mobile Sensor Networks

Modeling and Identification

Multi-agent Systems

Natural Language Processing

Pattern Recognition

Robotic Automation and Control

Mechanism Design and Applications

Mobile Sensor Networks

Modeling and Identification

Multi-agent Systems

﹥Computer Security

﹥Data Validation

    Topic 2: Software Testing & Analysis 

﹥Failure-inducing Inputs

﹥Fuzzing 

﹥ARM Disassembly Tools

﹥Semi-implicit Parallelization

﹥Multi-thread analysis

﹥Data Loss Detector

﹥Debugging

﹥Robustness

﹥Deep Semantic Learning

﹥Natural Language Processing

﹥Back Deduction

﹥Information Systems Engineering

﹥Word Sense Disambiguation

﹥Behavior Driving Systems

﹥Online Judge Test

﹥Vectorizing Program

﹥Validating Multimedia

﹥Breaking Changes

﹥Vulnerability Detection

﹥Tackling

﹥Label Errors

﹥Embedded software

﹥Transforming Test

﹥Fine-tuning

﹥Mutation Testing

﹥Call Graph Construction

﹥Process program analysis

*Other related topics are welcome to submit. For details, please consult the conference secretary.

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