Neural Information Processing : 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part IV / edited by Teddy Mantoro, Minho Lee, Media Anugerah Ayu, Kok Wai Wong, Achmad Nizar Hidayanto.

Format:

Book

Contributor:

Mantoro, Teddy, Editor.

Lee, Minho, Editor.

Ayu, Media, Editor.

Wong, Kok Wai, Editor.

Hidayanto, Achmad Nizar., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 13111

Theoretical Computer Science and General Issues, 2512-2029 ; 13111

Language:

English

Subjects (All):

Pattern recognition systems.

Artificial intelligence.

Education-Data processing.

Computer engineering.

Computer networks.

Social sciences-Data processing.

Automated Pattern Recognition.

Artificial Intelligence.

Computers and Education.

Computer Engineering and Networks.

Computer Application in Social and Behavioral Sciences.

Local Subjects:

Automated Pattern Recognition.

Artificial Intelligence.

Computers and Education.

Computer Engineering and Networks.

Computer Application in Social and Behavioral Sciences.

Physical Description:

1 online resource (XXV, 695 pages) : 261 illustrations, 233 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

The four-volume proceedings LNCS 13108, 13109, 13110, and 13111 constitutes the proceedings of the 28th International Conference on Neural Information Processing, ICONIP 2021, which was held during December 8-12, 2021. The conference was planned to take place in Bali, Indonesia but changed to an online format due to the COVID-19 pandemic. The total of 226 full papers presented in these proceedings was carefully reviewed and selected from 1093 submissions. The papers were organized in topical sections as follows: Part I: Theory and algorithms; Part II: Theory and algorithms; human centred computing; AI and cybersecurity; Part III: Cognitive neurosciences; reliable, robust, and secure machine learning algorithms; theory and applications of natural computing paradigms; advances in deep and shallow machine learning algorithms for biomedical data and imaging; applications; Part IV: Applications.

Contents:

Applications

Deep Supervised Hashing By Classification For Image Retrieval

Towards Human-level Performance in Solving Double Dummy Bridge Problem

Coarse-to-Fine Visual Place Recognition

BFConv: Improving Convolutional Neural Networks with Butterfly Convolution

Integrating Rich Utterance Features for Emotion Recognition in Multi-party Conversations

Vehicle Image Generation Going Well with the Surroundings

Scale Invariant Domain Generalization Image Recapture Detection

Tile2Vec with Predicting Noise for Land Cover Classification

A Joint Representation Learning Approach for Social Media Tag Recommendation

Identity-based Data Augmentation via Progressive Sampling for One-Shot Person Re-identification

Feature Fusion Learning Based on LSTM and CNN Networks for Trend Analysis of Limit Order Books

WikiFlash: Generating Flashcards from Wikipedia Articles

Video Face Recognition with Audio-Visual Aggregation Network

WaveFuse: A Unified Unsupervised Framework for Image Fusion with Discrete Wavelet Transform

Manipulation-invariant Fingerprints for Cross-dataset Deepfake Detection

Low-resource Neural Machine Translation Using Fast Meta-Learning method

Efficient, Low-Cost, Real-Time Video Super-Resolution Network

On the Unreasonable Effectiveness of Centroids in Image Retrieval

Few-shot Classification with Multi-task Self-supervised Learning

Self-Supervised Compressed Video Action Recognition via Temporal-Consistent Sampling

Stack-VAE network for Zero-Shot Learning

TRUFM: a Transformer-guided Framework for Fine-grained Urban Flow Inference

Saliency Detection Framework Based on Deep Enhanced Attention Network

SynthTriplet GAN: Synthetic Query Expansion for Multimodal Retrieval

SS-CCN: Scale Self-guided Crowd Counting Network

QS-Hyper: A Quality-Sensitive Hyper Network for the No-Reference Image Quality Assessment

An Efficient Manifold Density Estimator for All Recommendation Systems

Cleora: A Simple, Strong and Scalable Graph Embedding Scheme

STA3DCNN: Spatial-temporal Attention 3D Convolutional Neural Network for Citywide Crowd Flow Prediction

Learning Pre-Grasp Pushing Manipulation of Wide and Flat Objects using Binary Masks

Multi-DIP: A General Framework For Unsupervised Multi-degraded Image Restoration

Multi-Attention Network for Arbitrary Style Transfer

Image Brightness Adjustment with Unpaired Training

Self-Supervised Image-to-Text and Text-to-Image Synthesis

TextCut: A Multi-region Replacement Data Augmentation Approach for Text Imbalance Classification

A Multi-task Model for Sentiment aided Cyberbullying Detection in Code-Mixed Indian Languages

A Transformer-based Model for Low-resource Event Detection

Malicious Domain Detection on Imbalanced Data with Deep Reinforcement Learning

Designing and Searching for Lightweight Monocular Depth Network

Improving Question Answering over Knowledge Graphs Using Graph Summarization

Multi-Stage Hybrid Attentive Networks for Knowledge-Driven Stock Movement Prediction

End-to-End Edge Detection via Improved Transformer Model

Isn't it ironic, don't you think

Neural Local and Global Contexts Learning for Word Sense Disambiguation

Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification

Paraphrase Identification with Neural Elaboration Relation Learning

Hybrid DE-MLP-based Modeling Technique for Prediction of Alloying Element Proportions and Process Parameters

A Mutual Information-based Disentanglement Framework for Cross-Modal Retrieval

AGRP:A Fused Aspect-Graph Neural Network for Rating Prediction

Classmates Enhanced Diversity-self-attention Network for Dropout Prediction in MOOCs

A Hierarchical Graph-based Neural Network for Malware Classification

A Visual Feature Detection Algorithm Inspired by Spatio-temporal Properties of Visual Neurons

Knowledge Distillation Method for Surface Defect Detection

Adaptive Selection of Classifiers for Person Recognition by Iris Pattern and Periocular Image

Multi-Perspective Interactive Model for Chinese Sentence Semantic Matching

An Effective Implicit Multi-Interest Interaction Network for Recommendation.

Other Format:

Printed edition:

ISBN:

978-3-030-92273-3

9783030922733

Access Restriction:

Restricted for use by site license.