Cognitive Computation

GLASS: A Graph Laplacian Autoencoder with Subspace Clustering Regularization for Graph Clustering

Dengdi Sun, Liang Liu, Bin Luo, Zhuanlian Ding

Aspect Based Sentiment Analysis Using Long-Short Term Memory and Weighted N-Gram Graph-Cut

Basanti Pal Nandi, Amita Jain, Devendra Kumar Tayal

Double-Level Multi-attribute Group Decision-making Method Based on Intuitionistic Fuzzy Theory and Evidence Reasoning

Xuecheng Fan, Zeshui Xu

Human Vision Attention Mechanism-Inspired Temporal-Spatial Feature Pyramid for Video Saliency Detection

Qinyao Chang, Shiping Zhu

Complex Cubic Fuzzy Einstein Averaging Aggregation Operators: Application to Decision-making Problems

Muhammad Naeem Khan Tanoli, Muhammad Gulistan, Fazli Amin, Zahid Khan, Mohammed M. Al-Shamiri

OISVM: Optimal Incremental Support Vector Machine-based EEG Classification for Brain-computer Interface Model

P. S. Thanigaivelu, S. S. Sridhar, S. Fouziya Sulthana

Inductive Multi-View Semi-supervised Learning with a Consensus Graph

N. Ziraki, A. Bosaghzadeh, F. Dornaika, Z. Ibrahim, N. Barrena

Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM

Sivakumar Murugaiyan, Srinivasulu Reddy Uyyala

GLAN: GAN Assisted Lightweight Attention Network for Biomedical Imaging Based Diagnostics

Syed S. Naqvi, Zubair Akhtar Langah, Haroon Ahmed Khan, Majid Iqbal Khan, Tariq Bashir, M. I. Razzak, Tariq M. Khan

SRFFNet: Self-refine, Fusion and Feedback for Salient Object Detection

Shuang Wu, Guangjian Zhang

A Grouping Cooperative Differential Evolution Algorithm for Solving Partially Separable Complex Optimization Problems

Zuohan Chen, Jie Cao, Fuqing Zhao, Jianlin Zhang

• Open Access

Prototype Theory Meets Word Embedding: A Novel Approach for Text Categorization via Granular Computing

Enrico De Santis, Antonello Rizzi

Improvement of Facial Beauty Prediction Using Artificial Human Faces Generated by Generative Adversarial Network

Donatas Laurinavičius, Rytis Maskeliūnas, Robertas Damaševičius

Multi-Scale Convolutional Neural Network for Temporal Knowledge Graph Completion

Wei Liu, Peijie Wang, Zhihui Zhang, Qiong Liu

A Novel Stock Index Direction Prediction Based on Dual Classifier Coupling and Investor Sentiment Analysis

Jujie Wang, Shuzhou Zhu

A Dense-Layered Deep Neural Model-Based Classification of Brain Hemorrhages Using Head Computer Tomography Images

Ankit Vidyarthi

Joint and Individual Feature Fusion Hashing for Multi-modal Retrieval

Jun Yu, Yukun Zheng, Yinglin Wang, Zuhe Li, Liang Zhu

Improving Sentiment Classification Performance through Coaching Architectures

Alberto Fernández-Isabel, Javier Cabezas, Daniela Moctezuma, Isaac Martín de Diego

CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition

Dazhi Jiang, Hao Liu, Runguo Wei, Geng Tu

Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment

Zhaoxia Wang, Zhenda Hu, Fang Li, Seng-Beng Ho, Erik Cambria