OOIR: Observatory of International Research

Papers

(The H4-Index of Applied Soft Computing is 83. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)

Article	Citations
Investigating the impact of data normalization on classification performance	615
Financial time series forecasting with deep learning : A systematic literature review: 2005–2019	537
A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer	402
EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM	241
Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers—A study to show how popularity is affecting accuracy in social media	240
Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning	235
An improved PSO algorithm for smooth path planning of mobile robots using continuous high-degree Bezier curve	234
Multiple features based approach for automatic fake news detection on social networks using deep learning	231
A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization	230
Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network	229
CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection	228
Deep learning for financial applications : A survey	205
Differential evolution algorithm with wavelet basis function and optimal mutation strategy for complex optimization problem	195
Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA	194
AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system	175
HSMA_WOA: A hybrid novel Slime mould algorithm with whale optimization algorithm for tackling the image segmentation problem of chest X-ray images	174
The ensemble deep learning model for novel COVID-19 on CT images	172
An integrated framework of deep learning and knowledge graph for prediction of stock price trend: An application in Chinese stock exchange market	164
Statistical and machine learning models in credit scoring: A systematic literature survey	163
Safety-enhanced UAV path planning with spherical vector-based particle swarm optimization	156
InstaCovNet-19: A deep learning classification model for the detection of COVID-19 patients using Chest X-ray	153
Forecasting of COVID19 per regions using ARIMA models and polynomial functions	150
Deep belief network and linear perceptron based cognitive computing for collaborative robots	148
Composite Monte Carlo decision making under high uncertainty of novel coronavirus epidemic using hybridized deep learning and fuzzy rule induction	145
Fuzzy neural networks and neuro-fuzzy networks: A review the main techniques and applications used in the literature	143

MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems	140
AHP integrated TOPSIS and VIKOR methods with Pythagorean fuzzy sets to prioritize risks in self-driving vehicles	135
Federated learning for COVID-19 screening from Chest X-ray images	134
Mean–variance portfolio optimization using machine learning-based stock price prediction	134
Short-term photovoltaic power generation forecasting based on random forest feature selection and CEEMD: A case study	128
Deep transfer learning with limited data for machinery fault diagnosis	128
Inception v3 based cervical cell classification combined with artificially extracted features	127
SCSTCF: Spatial-Channel Selection and Temporal Regularized Correlation Filters for visual tracking	127
Fuzzy based image edge detection algorithm for blood vessel detection in retinal images	125
A novel hybrid MCDM model for machine tool selection using fuzzy DEMATEL, entropy weighting and later defuzzification VIKOR	122
A multi-objective pharmaceutical supply chain network based on a robust fuzzy model: A comparison of meta-heuristics	121
A full migration BBO algorithm with enhanced population quality bounds for multimodal biomedical image registration	121
A parallel compact cuckoo search algorithm for three-dimensional path planning	120
A memory-based Grey Wolf Optimizer for global optimization tasks	118
A novel extended approach under hesitant fuzzy sets to design a framework for assessing the key challenges of digital health interventions adoption during the COVID-19 outbreak	117
A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique	116
A bi-objective home healthcare routing and scheduling problem considering patients’ satisfaction in a fuzzy environment	116
Forecasting the dynamics of cumulative COVID-19 cases (confirmed, recovered and deaths) for top-16 countries using statistical machine learning models: Auto-Regressive Integrated Moving Average (ARIMA	115
MARCOS technique under intuitionistic fuzzy environment for determining the COVID-19 pandemic performance of insurance companies in terms of healthcare services	111
Assessment of compressive strength of Ultra-high Performance Concrete using deep machine learning techniques	107
An adaptive differential evolution algorithm based on belief space and generalized opposition-based learning for resource allocation	105
FBI inspired meta-optimization	105
Fault diagnosis of rolling bearing of wind turbines based on the Variational Mode Decomposition and Deep Convolutional Neural Networks	105
A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting	104
An optimized deep learning architecture for the diagnosis of COVID-19 disease based on gravitational search optimization	104
User reviews: Sentiment analysis using lexicon integrated two-channel CNN–LSTM family models	102
A fuzzy rough number-based AHP-TOPSIS for design concept evaluation under uncertain environments	102
Equilibrium optimization algorithm for network reconfiguration and distributed generation allocation in power systems	102
Imbalanced sample fault diagnosis of rotating machinery using conditional variational auto-encoder generative adversarial network	101
Cooperation search algorithm: A novel metaheuristic evolutionary intelligence algorithm for numerical optimization and engineering optimization problems	100
Improved tunicate swarm algorithm: Solving the dynamic economic emission dispatch problems	100
A hybrid approach for forecasting ship motion using CNN–GRU–AM and GCWOA	99
A survey and taxonomy of the fuzzy signature-based Intrusion Detection Systems	98
Sarcasm detection in mash-up language using soft-attention based bi-directional LSTM and feature-rich CNN	97
Improved binary particle swarm optimization for feature selection with new initialization and search space reduction strategies	96
Multi-objective metaheuristics for discrete optimization problems: A review of the state-of-the-art	96
An ensemble learning based prediction strategy for dynamic multi-objective optimization	94
Interpreting network knowledge with attention mechanism for bearing fault diagnosis	94
A stacking-based ensemble learning method for earthquake casualty prediction	94
Offshore wind farm site selection using interval rough numbers based Best-Worst Method and MARCOS	93
Multi-robot path planning using improved particle swarm optimization algorithm through novel evolutionary operators	91
Discrete evolutionary multi-objective optimization for energy-efficient blocking flow shop scheduling with setup time	91
A new approach for computer-aided detection of coronavirus (COVID-19) from CT and X-ray images using machine learning methods	91
Distributed Grey Wolf Optimizer for scheduling of workflow applications in cloud environments	91
A new-structure grey Verhulst model for China’s tight gas production forecasting	90
Clustering-based anomaly detection in multivariate time series data	90
Modelling and forecasting of COVID-19 spread using wavelet-coupled random vector functional link networks	89
An ensemble-based hotel recommender system using sentiment analysis and aspect categorization of hotel reviews	88
An enhanced genetic algorithm for path planning of autonomous UAV in target coverage problems	88
Cross-SEAN: A cross-stitch semi-supervised neural attention model for COVID-19 fake news detection	88

Application of LSTM approach for modelling stress–strain behaviour of soil	86
DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors	86
Distributed computation offloading method based on deep reinforcement learning in ICV	85
Binary biogeography-based optimization based SVM-RFE for feature selection	85
New imbalanced bearing fault diagnosis method based on Sample-characteristic Oversampling TechniquE (SCOTE) and multi-class LS-SVM	85
Dynamic differential annealed optimization: New metaheuristic optimization algorithm for engineering applications	84
An improved artificial bee colony algorithm for solving multi-objective low-carbon flexible job shop scheduling problem	84
Modified two-phase fuzzy goal programming integrated with IF-TOPSIS for green supplier selection	84
Short-term wind power prediction based on EEMD–LASSO–QRNN model	83
Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM	83
Optimal power flow using the AMTPG-Jaya algorithm	83
Deep transfer with minority data augmentation for imbalanced breast cancer dataset	83
Interval type-2 Fuzzy ARAS method for recycling facility location problems	83