SHO-CNN: A Metaheuristic Optimization of a Convolutional Neural Network for Multi-Label News Classification

A New Hybrid Based on Long Short-Term Memory Network with Spotted Hyena Optimization Algorithm for Multi-Label Text Classification

(2022) Hamed Khataei Maragheh et al.   Mathematics

A comparative study on deep learning models for text classification of unstructured medical notes with various levels of class imbalance

(2022) Hongxia Lu et al.   BMC Medical Research Methodology

Tuberculosis Detection in Chest Radiographs Using Spotted Hyena Algorithm Optimized Deep and Handcrafted Features

(2022) Seifedine Kadry et al.   Computational Intelligence and Neuroscience

Roman Urdu Sentiment Analysis Using Transfer Learning

(2022) Dun Li et al.   Applied Sciences-Basel

Exploiting Stacked Autoencoders for Improved Sentiment Analysis

(2022) Kanwal Ahmed et al.   Applied Sciences-Basel

DenseNet-CTC: An end-to-end RNN-free architecture for context-free string recognition

(2021) Hongjian Zhan et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Label-Embedding Bi-directional Attentive Model for Multi-label Text Classification

(2021) Naiyin Liu et al.   NEURAL PROCESSING LETTERS

Deep Graph-Long Short-Term Memory: A Deep Learning Based Approach for Text Classification

(2021) Varsha Mittal et al.   WIRELESS PERSONAL COMMUNICATIONS

GHS-NET a generic hybridized shallow neural network for multi-label biomedical text classification

(2021) Muhammad Ali Ibrahim et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Cognitive structure learning model for hierarchical multi-label text classification

(2021) Boyan Wang et al.   KNOWLEDGE-BASED SYSTEMS

Multi-label Arabic text classification in Online Social Networks

(2021) Ahmed Omar et al.   INFORMATION SYSTEMS

A Novel Hybrid Deep Learning Model for Detecting COVID-19-Related Rumors on Social Media Based on LSTM and Concatenated Parallel CNNs

(2021) Mohammed Al-Sarem et al.   Applied Sciences-Basel

Concatenation of Pre-Trained Convolutional Neural Networks for Enhanced COVID-19 Screening Using Transfer Learning Technique

(2021) Oussama El Gannour et al.   Electronics

Convolutional neural network (CNN) with metaheuristic optimization algorithms for landslide susceptibility mapping in Icheon, South Korea

(2021) Wahyu Luqmanul Hakim et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

A multi-label text classification method via dynamic semantic representation model and deep neural network

(2020) Tianshi Wang et al.   APPLIED INTELLIGENCE

Improved spotted hyena optimizer with space transformational search for training pi‐sigma higher order neural network

(2020) Nibedan Panda et al.   COMPUTATIONAL INTELLIGENCE

Enhancing reaction-based de novo design using a multi-label reaction class recommender

(2020) Gian Marco Ghiandoni et al.   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

Political Optimizer: A novel socio-inspired meta-heuristic for global optimization

(2020) Qamar Askari et al.   KNOWLEDGE-BASED SYSTEMS

Complex-valued encoding metaheuristic optimization algorithm: A comprehensive survey

(2020) Pengchuan Wang et al.   NEUROCOMPUTING

Land-cover classification of multispectral LiDAR data using CNN with optimized hyper-parameters

(2020) Suoyan Pan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

EMD and LSTM Hybrid Deep Learning Model for Predicting Sunspot Number Time Series with a Cyclic Pattern

(2020) Taesam Lee   SOLAR PHYSICS

Multi-label text classification with latent word-wise label information

(2020) Ziheng Chen et al.   APPLIED INTELLIGENCE

Heap-based optimizer inspired by corporate rank hierarchy for global optimization

(2020) Qamar Askari et al.   EXPERT SYSTEMS WITH APPLICATIONS

InPHYNet: Leveraging attention-based multitask recurrent networks for multi-label physics text classification

(2020) Vishaal Udandarao et al.   KNOWLEDGE-BASED SYSTEMS

A novel reasoning mechanism for multi-label text classification

(2020) Ran Wang et al.   INFORMATION PROCESSING & MANAGEMENT

Bidirectional LSTM with attention mechanism and convolutional layer for text classification

(2019) Gang Liu et al.   NEUROCOMPUTING

Sentiment Classification Using Convolutional Neural Networks

(2019) Hannah Kim et al.   Applied Sciences-Basel

Harris hawks optimization: Algorithm and applications

(2019) Ali Asghar Heidari et al.   Future Generation Computer Systems-The International Journal of eScience

Spotted hyena optimizer with lateral inhibition for image matching

(2019) Qifang Luo et al.   MULTIMEDIA TOOLS AND APPLICATIONS

cPSO-CNN: An efficient PSO-based algorithm for fine-tuning hyper-parameters of convolutional neural networks

(2019) Yulong Wang et al.   Swarm and Evolutionary Computation

Learning class-specific word embeddings

(2019) Sicong Kuang et al.   JOURNAL OF SUPERCOMPUTING

Autonomous deep learning: A genetic DCNN designer for image classification

(2019) Benteng Ma et al.   NEUROCOMPUTING

Improved sequence generation model for multi-label classification via CNN and initialized fully connection

(2019) Weizhi Liao et al.   NEUROCOMPUTING

Evolving Deep Convolutional Neural Networks for Image Classification

(2019) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Optimal hyperparameter tuning of convolutional neural networks based on the parameter-setting-free harmony search algorithm

(2018) Woo-Young Lee et al.   OPTIK

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Supervised topic models with weighted words: multi-label document classification

(2018) Yue-peng Zou et al.   Frontiers of Information Technology & Electronic Engineering

Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification

(2018) Imon Banerjee et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification

(2018) Yanan Sun et al.   IEEE Transactions on Neural Networks and Learning Systems

Plant intelligence based metaheuristic optimization algorithms

(2016) Sinem Akyol et al.   ARTIFICIAL INTELLIGENCE REVIEW

Multi-label classification via learning a unified object-label graph with sparse representation

(2015) Lina Yao et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Labelset topic model for multi-label document classification

(2014) Ximing Li et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Multi-label incremental learning applied to web page categorization

(2013) Patrick Marques Ciarelli et al.   NEURAL COMPUTING & APPLICATIONS

Spotted hyena (Crocuta crocuta) coexisting at high density with people in Wukro district, northern Ethiopia

(2012) Gidey Yirga et al.   MAMMALIAN BIOLOGY

Classifier chains for multi-label classification

(2011) Jesse Read et al.   MACHINE LEARNING

Functions of vigilance behaviour in a social carnivore, the spotted hyaena, Crocuta crocuta

(2010) Wiline M. Pangle et al.   ANIMAL BEHAVIOUR