Intelligent Information Processing XI : 12th IFIP TC 12 International Conference, IIP 2022, Qingdao, China, May 27-30, 2022, Proceedings / edited by Zhongzhi Shi, Jean-Daniel Zucker, Bo An.

Format:

Book

Contributor:

Shi, Zhongzhi, Editor.

Zucker, Jean-Daniel, Editor.

An, Bo, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

IFIP advances in information and communication technology 1868-422X ; 643

IFIP Advances in Information and Communication Technology, 1868-422X ; 643

Language:

English

Subjects (All):

Artificial intelligence.

Computer engineering.

Computer networks.

Computer vision.

Artificial Intelligence.

Computer Engineering and Networks.

Computer Vision.

Computer Communication Networks.

Local Subjects:

Artificial Intelligence.

Computer Engineering and Networks.

Computer Vision.

Computer Communication Networks.

Physical Description:

1 online resource (XXIII, 550 pages) : 202 illustrations, 118 illustrations in color.

Edition:

1st ed. 2022.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 12th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2022, held in Qingdao, China, in July 2022. The 37 full papers and 6 short papers presented were carefully reviewed and selected from 57 submissions. They are organized in topical sections on Machine Learning, Data Mining, Multiagent Systems, Social Computing, Blockchain Technology, Game Theory and Emotion, Pattern Recognition, Image Processing and Applications.

Contents:

Machine Learning

An AdaBoost Based- Deep Stochastic Configuration Network

Comparative Study of Chaos-embedded Particle Swarm Optimization

A Novel Feature Selection Algorithm Based on Aquila Optimizer for COVID-19 Classification

Inductive Light Graph Convolution Network for Text Classification based on Word-Label Graph

Sparse Subspace Clustering Based on Adaptive Parameter Training

A Hybrid Multi-objective Optimization Algorithm with Improved Neighborhood Rough Sets for Feature Selection

Augmenting Convolution Neural Networks By Utilizing Attention Mechanism for Knowledge Tracing

Data Mining

Interactive Mining of User-Preferred Co-Location Patterns Based on SVM

Classification between Rumors and Explanations of Rumors based on Common and Difference Subsequences of Sentences

Double-Channel Multi-layer Information Fusion for Text Matching

Augmenting Context Representation with Triggers Knowledge for Relation Extraction

Does Large Pretrained Dataset always help? On the Effect of Dataset Size on Big Transfer Model

Using Multi-level Attention based on Concept Embedding Enrichen Short Text to Classification

Multiagent Systems

Pre-loaded Deep-Q Learning

Resource Scheduling for Human-Machine Collaboration in Multiagent Systems

Social Computing

Automatic Generation and Analysis of Role Relation Network from Emergency Plans

Information Tracking Extraction for Emergency Scenario Response

Neighborhood Network for Aspect-based Sentiment Analysis

A Hybrid Parallel Algorithm with Multiple Improved Strategies

Blockchain Technology

Research on Blockchain Privacy Protection Mechanism in Financial Transaction Services based on Zero-knowledge Proof and Federal Learning

A Distributed Supply Chain Architecture Based on Blockchain Technology

Game Theory and Emotion

A Game-Theoretic Analysis of Impulse Purchase

A Self-supervised Strategy for the Robustness of VQA Models

Employing Contrastive Strategies for Multi-label Textual Emotion Recognition

Pattern Recognition

Fault Localization Based on Deep Neural Network and Execution Slicing

Defect Detection and Classification of Strip Steel based on Improved VIT Model

ROSES: A novel semi-supervised feature selector

Improving speech emotion recognition by fusing pre-trained and acoustic features using Transformer and BiLSTM

A Pear Leaf Diseases Image Recognition Model Based on Capsule Network

Software Defect Prediction Method Based on Cost-Sensitive Random Forest

Fault Diagnosis of Sewage Treatment Equipment Based on Feature Selection

Attention Adaptive Chinese Named Entity Recognition Based on Vocabulary Enhancement

Image Processing

A HEp-2 Cell Image Classification Model Based on Deep Residual Shrinkage Network Combined with Dilated Convolution

A Method on Online Learning Video Recommendation Method Based on Knowledge Graph

Data Transformation for Super-Resolution on Ocean Remote Sensing Images

A Novel RGBD Image Superpixel Segmentation Intergrated Depth Map Quality

Super-Resolution of Defocus Thread Image Based on Cycle Generative Adversarial Networks

Multi-instance Learning for Semantic Image Analysis

High-resolution Remote Sensing Image Semantic Segmentation Method Based on Improved Encoder-Decoder Convolutional Neural Network

Applications

A Method for AGV Double-cycling Scheduling at Automated Container Terminals

Predicting Student Performance In Online Learning Using A Highly Efficient Gradient Boosting Decision Tree

Adapting on Road Traffic-oriented Controlled Optimization of Phases to Heterogeneous Intersections

A Method of Garbage Quantity Prediction based on Population Change.

Other Format:

Printed edition:

ISBN:

978-3-031-03948-5

9783031039485

Access Restriction:

Restricted for use by site license.