OOIR: Observatory of International Research

Papers

(The H4-Index of Expert Systems With Applications is 105. 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 2021-02-01 to 2025-02-01.)

Article	Citations
DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings	899
Deepluenza: Deep learning for influenza detection from Twitter	792
Prioritizing vulnerability patches in large networks	713
Stratified opposition-based initialization for variable-length chromosome shortest path problem evolutionary algorithms	651
Enhancing fraud detection efficiency in mobile transactions through the integration of bidirectional 3d Quasi-Recurrent Neural network and blockchain technologies	586
Intra-hour photovoltaic power point-interval prediction using a dual-view deep neural network	534
Dataset-level color augmentation and multi-scale exploration methods for polyp segmentation	504
Leukocyte classification using relative-relationship-guided contrastive learning	497
Seeking multi-view commonality and peculiarity: A novel decoupling method for lung cancer subtype classification	408
Risk evaluation of livestream e-commerce platforms based on expert trust networks and CODAS	407
Global optimal Ramanujan spectrum: A feature extraction method without pseudo-monotonicity	393
Intelligent fault diagnosis of rotating machine via Expansive dual-attention fusion Transformer enhanced by semi-supervised learning	388
TKSTAGNet: A Top-K Spatio-Temporal Attention Gating Network for air pollution prediction	326
LARGE: A leadership perception framework for group recommendation	315
Fusion-driven fault diagnosis based on adaptive tuning feature mode decomposition and synergy graph enhanced transformer for bearings under noisy conditions	281
G20 systemic risk: Are structural oil price shocks driving factors?	277
Filter transfer learning algorithm for nonlinear systems modeling with heterogeneous features	267
Combinatorial test case prioritization using hybrid energy Valley Dwarf mongoose optimization approach	264
Joint vehicle and courier routing problem in last mile delivery with parcel lockers	250
Predicting employee attrition and explaining its determinants	243
A CBR for integrating sentiment and stress analysis for guiding users on social network sites	238
A bagging-based selective ensemble model for churn prediction on imbalanced data	237
Identification of malware families using stacking of textural features and machine learning	231
An efficient automatic accident detection system using inertial measurement through machine learning techniques for powered two wheelers	229
Trust modeling based on probabilistic linguistic term sets and the MULTIMOORA method	220

A proposed customer relationship framework based on information retrieval for effective Firms’ competitiveness	218
A survey on recent advances in Sign Language Production	214
Assesing the influence of environmental variables on the performance of water companies: An efficiency analysis tree approach	211
Fast & Furious: On the modelling of malware detection as an evolving data stream	202
RAGE: A novel strategy for solving non-polynomial problems through the random generation of solutions and incremental reduction of the number of candidates: A case study applied to the design of the n	193
Optimizing service design for the intercity demand responsive transit system: Model, algorithm, and comparative analysis	189
KGroot: A knowledge graph-enhanced method for root cause analysis	181
Optimal cost-sensitive credit scoring using a new hybrid performance metric	178
Tensor-based global block-diagonal structure radiation for incomplete multiview clustering	178
Survey on Explainable AI: Techniques, challenges and open issues	170
New activation functions for single layer feedforward neural network	168
Oscar: Omni-scale robust contrastive learning for Text-VQA	168
Multi-core sine cosine optimization: Methods and inclusive analysis	157
A novel deep clustering network using multi-representation autoencoder and adversarial learning for large cross-domain fault diagnosis of rolling bearings	156
ML models for severity classification and length-of-stay forecasting in emergency units	156
Informed anytime Bi-directional Fast Marching Tree for optimal motion planning in complex cluttered environments	152
A novel multi-attribute decision-making for ranking mobile payment services using online consumer reviews	151
Application of improved multi-objective particle swarm optimization algorithm to solve disruption for the two-stage vehicle routing problem with time windows	150
Series decomposition Transformer with period-correlation for stock market index prediction	149
Digital twin-supported smart city: Status, challenges and future research directions	148
MITDCNN: A multi-modal input Transformer-based deep convolutional neural network for misfire signal detection in high-noise diesel engines	147
An ensemble credit scoring model based on logistic regression with heterogeneous balancing and weighting effects	147
Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects	147
Selection bias mitigation in recommender system using uninteresting items based on temporal visibility	145
Inventory management of new products in retailers using model-based deep reinforcement learning	144
A Minutiae Selection Algorithm (MSA) for efficient palmprint matching using Histograms of Differences (HoDs)	142
Combined Text-Mining/DEA method for measuring level of customer satisfaction from online reviews	139
Agricultural UAV trajectory planning by incorporating multi-mechanism improved grey wolf optimization algorithm	138
ViXNet: Vision Transformer with Xception Network for deepfakes based video and image forgery detection	137
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages	137
A deep-learning wind speed interval forecasting architecture based on modified scaling approach with feature ranking and two-output gated recurrent unit	137
Evaluation of the impact of blockchain technology on supply chain using cognitive maps	136
Transformer-based attention network for stock movement prediction	135
Efficient machine learning approach for volunteer eye-blink detection in real-time using webcam	133
An overlapping clustering approach for precision, diversity and novelty-aware recommendations	133
A new representation of scene layout improves saliency detection in traffic scenes	132
An efficient method to determine sample size in oversampling based on classification complexity for imbalanced data	131
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network	129
Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction	127
Machine learning model for diagnostic method prediction in parasitic disease using clinical information	125
Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review	124
A machine learning-based approach for flames classification in industrial Heavy Oil-Fire Boilers	124
On developing a green and intelligent manufacturing system	124
HiDiffSeg: A hierarchical diffusion model for blood vessel segmentation in retinal fundus images	122
Aspect-based sentiment analysis with multi-granularity information mining and sentiment hint	122
Parameters identification of photovoltaic models using Lambert W-function and Newton-Raphson method collaborated with AI-based optimization techniques: A comparative study	122
Dialogue act-based partner persona extraction for consistent personalized response generation	121
The automation of the development of classification models and improvement of model quality using feature engineering techniques	121
Forecasting financial signal for automated trading: An interpretable approach	121
Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data	119

Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm	119
TDS-Net: Transformer enhanced dual-stream network for video Anomaly Detection	119
Why pay more? A simple and efficient named entity recognition system for tweets	116
OR2Net: Onlin	116
An improved grey multivariable time-delay prediction model with application to the value of high-tech industry	116
Eye detection and coarse localization of pupil for video-based eye tracking systems	116
Multi-objective evolutionary algorithms with heuristic decoding for hybrid flow shop scheduling problem with worker constraint	115
Financial supply chain analysis with borrower identification in smart lending platform	113
Medium-term water consumption forecasting based on deep neural networks	113
Effective metaheuristic and rescheduling strategies for the multi-AGV scheduling problem with sudden failure	113
Applications of new hybrid algorithm based on advanced cuckoo search and adaptive Gaussian quantum behaved particle swarm optimization in solving ordinary differential equations	112
DoBMark: A double-branch network for screen-shooting resilient image watermarking	112
Image encryption algorithm based on DNA encoding and CNN	112
Pattern recognition frequency-based feature selection with multi-objective discrete evolution strategy for high-dimensional medical datasets	111
Data-driven robust optimization for a multi-trip truck-drone routing problem	111
Exploiting causality signals in medical images: A pilot study with empirical results	110
Comparative analysis of deep learning based building extraction methods with the new VHR Istanbul dataset	108
Group risk assessment in failure mode and effects analysis using a hybrid probabilistic hesitant fuzzy linguistic MCDM method	107
A hybrid machine learning model based on ensemble methods for devices fault prediction in the wood industry	107
A new scheme of polar Fast Fourier Transform Code for iris recognition through symbolic modelling approach	106
A frame and first-order logic solution for the Wumpus World: Implemented in Flora-2	106
Canonical triangular interval type-2 fuzzy set linguistic distribution assessment TODIM approach: A case study of FMEA for electric vehicles DC charging piles	106
Bank strategic asset allocation under a unified risk measure	106
Generalized TODIM method based on symmetric intuitionistic fuzzy Jensen–Shannon divergence	106
Optimal and efficient planning of charging stations for electric vehicles in urban areas: formulation, complexity and solutions	106
Data Science, Machine learning and big data in Digital Journalism: A survey of state-of-the-art, challenges and opportunities	106
Sine–Cosine-Barnacles Algorithm Optimizer with disruption operator for global optimization and automatic data clustering	106
An objective evaluation method for automated vehicle virtual test	105
A novel approach for wafer defect pattern classification based on topological data analysis	105
On oversampling imbalanced data with deep conditional generative models	105