OOIR: Observatory of International Research

Papers

(The H4-Index of Expert Systems With Applications is 126. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Editorial Board	1038
Improving contrastive learning with explanation method for sequential recommendation	767
Reinforcement learning based early classification framework for power transformer differential protection	749
Improving Bird’s Eye View based 3D object detection via Learnable Perspective View	582
MLFD: Multi-level feature disentanglement robust network with a novel maximum-minimum algorithm for medical image recognition	556
PoliGuilt: Two level guilt detection from social media texts	517
MFFNet: Joint demoiréing and super-resolution	517
SpaceRL-KG: Searching paths automatically combining embedding-based rewards with Reinforcement Learning in Knowledge Graphs	471
Innovative solutions for plant disease identification: Leveraging DCoS-WOR and spiking neural networks	470
Optimization evaluation model of student dormitory design scheme based on multiple evaluation principles	443
Heuristic algorithms based on the isochron analysis for dynamic relocation of medical emergency vehicles	438
An intelligent framework for prediction and forecasting of dissolved oxygen level and biofloc amount in a shrimp culture system using machine learning techniques	436
FTPSG: Feature mixture transformer and potential-based subgoal generation for hierarchical multi-agent reinforcement learning	417
Multi-instance learning with application to the profiling of multi-victim homicides	407
Two-dimensional loading in vehicle routing problem with release and due dates	393
Feature-guided multi-view clustering by jointing local subspace label learning and global label learning	387
Dual perspective denoising model for session-based recommendation	376
Underrepresentation, label bias, and proxies: Towards Data Bias Profiles for the EU AI act and beyond	370
eFAirWrite: Bringing energy efficient text entry to next generation smart devices	339
Dataset-level color augmentation and multi-scale exploration methods for polyp segmentation	319
Smart streetlight framework for collision prediction of vehicles	303
Editorial Board	301
Online transfer learning with partial feedback	294
A frame and first-order logic solution for the Wumpus World: Implemented in Flora-2	293
A structure-characteristic-aware network embedding model via differential evolution	279

Risk assessment modeling with application in the accounting cloud-service industry	271
Reverse gamma correction based GARCH model for underwater image dehazing and detail exposure	267
A level set based fractional order variational model for motion estimation in application oriented spectrum	265
Reliable route planning and time savings in real-world urban intermodal transportation networks: Evidence from Hamburg, Germany	262
Integration of sustainable diet planning problem under neutrosophic fuzzy multi-objective optimization	261
Automated non-invasive method for measuring chicken comb and wattle using multi-camera system and CW-Measure-pose	258
Predictive modeling of biogeographical ancestry using a novel SNP panel and supervised learning approaches	256
Construction site image dedusting via pyramid architecture based on the Taylor series	245
Causality-driven attribute editing with bidirectional generative network	241
Combinatorial test case prioritization using hybrid Energy Valley Dwarf Mongoose Optimization approach	238
Autonomous sparse Markowitz portfolio based on two-stage accelerated forward–backward algorithm	238
Multiroute fresh produce green routing models with driver fatigue using Type-2 fuzzy logic-based DFWA	238
Toward a generic information system for projects portfolio management using Physics of Decision (POD)	230
A Kalman filter-based prediction strategy for multiobjective multitasking optimization	228
Progressive semantic aggregation and structured cognitive enhancement for image–text matching	223
Editorial Board	220
An intelligent optimized secure blockchain mechanism for cloud auditing	215
Uncertainty-aware ensemble model for stride length estimation in gait analysis	213
Positional normalization-based mixed-image data augmentation and ensemble self-distillation algorithm	211
Riemannian submanifold framework for log-Euclidean metric learning on symmetric positive definite manifolds	208
A Basic Sequential Variable Neighbourhood Descent and neighbourhood uses for the Beam Angle Optimisation problem	208
Interval-enhanced Graph Transformer solution for session-based recommendation	204
Unlocking hidden market segments: A data-driven approach exemplified by the electric vehicle market	204
TCAC-transformer: a fast convolutional transformer with temporal-channel attention for efficient industrial fault diagnosis	201
Selection of best location for household waste recycling plants using novel information measures and algorithm in fermatean fuzzy environment	200
An effective weight initialization method for deep learning: Application to satellite image classification	199
Temporal-frequency enhanced fourier neural operator and collaborative adversarial learning for multi-physics-coupled transient simulation of natural gas pipelines	195
FITE-GAT: Enhancing aspect-level sentiment classification with FT-RoBERTa induced trees and graph attention network	194
Consensus reaching for large-scale group decision making: A gain-loss analysis perspective	190
A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples	187
Soft-orthogonal constrained dual-stream encoder with self-supervised clustering network for brain functional connectivity data	187
Graph comparison efficient conditional generative adversarial networks for parameter identification of synchronous generators	186
AppleYOLO: Apple yield estimation method using improved YOLOv8 based on Deep OC-SORT	186
AHWCN: An interpretable attention-guided hierarchical wavelet convolutional network for rotating machinery intelligent fault diagnosis	183
FAcupoint: The first dense facial acupoint localization dataset and baselines	183
Automating discussion structure re-organization for GitHub issues	182
Enhanced industrial heat load forecasting in district networks via a multi-scale fusion ensemble deep learning	182
Collision-free active sensing for maximum seeking of unknown environment fields with Gaussian processes	180
Novel data augmentation for improved insulation fault diagnosis under nonideal condition	179
Aerial drone fleet deployment optimization with endogenous battery replacements for direct delivery of time-sensitive products	178
Recommendation systems to promote behavior change in patients with diabetes mellitus type 2: A systematic review	177
Recognition and detection of unusual activities in ATM using dual-channel capsule generative adversarial network	177
A robust bearing fault diagnosis method based on ensemble learning with adaptive weight selection	177
Computer-aided diagnosis system for predicting liver cancer disease using modified Genghis Khan Shark Optimizer algorithm	176
Suitability evaluation of underground space development based on Bayesian network model: A case study considering population evacuation, excavation safety, and spatial connectivity	175
Information asymmetry in the graph model of conflict resolution and its application to the sustainable water resource utilization conflict in Niangziguan Springs Basin	174
ODTE—An ensemble of multi-class SVM-based oblique decision trees	171
Deep learning approach for single-phase ground fault section location via feature fusion in resonant distribution networks	171
A novel adaptive generalized domain data fusion-driven kernel sparse representation classification method for intelligent bearing fault diagnosis	171
Intelligent fault diagnosis for air handing units based on improved generative adversarial network and deep reinforcement learning	168

Secure hierarchical fog computing-based architecture for industry 5.0 using an attribute-based encryption scheme	168
Machine-learning-based short-term forecasting of daily precipitation in different climate regions across the contiguous United States	165
A stage-based adaptive penalty method for constrained evolutionary optimization	163
A comparative study of physics-informed and conventional neural networks for predicting on-screen gaze points from eye-tracking data	161
Multi-strategy-based adaptive sine cosine algorithm for engineering optimization problems	160
Multivariate variational mode decomposition combined with discrete Fourier transform and lightweight Mixture-of-Experts models for predicting multivariate time series with strong volatility	159
A novel approach to optimize an integrated network design and pricing of a healthcare supply chain	157
A bi-level hybrid algorithm for solving multi-target inspection path planning problem of mobile robot in complex radioactive indoor environment	156
Aspect-based sentiment analysis with multi-granularity information mining and sentiment hint	155
Jujube-YOLO: a precise jujube fruit recognition model in unstructured environments	155
Make a song curative: A spatio-temporal therapeutic music transfer model for anxiety reduction	154
Identification of malware families using stacking of textural features and machine learning	154
Breast cancer stage detection by differentiating benign and malignant tumor using L0H-CWSNN and FZB-IS	154
Modeling homophily fusion on cascading for overlapping community detection in social networks	151
Corrigendum to “Cyclic conditional diffusion models for CT-to-MR synthetic image segmentation with misaligned image pairs” [Expert Syst. Appl. 304 (2026) 130631]	148
Expected attribution prior guided interpretable framework for machine fault diagnosis	148
ECG-Text multi-modal learning for zero-shot detection via time-frequency alignment and medical prompt learning	148
A deep reinforcement learning method based on Hindsight experience replay for multi-objective dynamic job-shop scheduling problem	147
Multi-Objective chimp Optimizer: An innovative algorithm for Multi-Objective problems	146
PolyHope: Two-level hope speech detection from tweets	145
KRAM: Knowledge-driven robust training against label noise for medication recommendation	143
Feature enrichment imitative reinforcement learning for high-frequency trading	142
Multilevel threshold segmentation of rice plant images utilizing tuna swarm optimization algorithm incorporating quadratic interpolation and elite swarm genetic operators	142
An adaptive differential evolution algorithm based on individual-level intervention strategy for global optimization	142
Information sharing strategy in supply chains: The role of C2M	141
Role of proliferation COVID-19 media chatter in predicting Indian stock market: Integrated framework of nonlinear feature transformation and advanced AI	141
Multi-modal semantics fusion model for domain relation extraction via information bottleneck	140
Cross-scale content adaptive network for three-dimensional multi-object tracking and fish activity quantification	140
SWP-LeafNET: A novel multistage approach for plant leaf identification based on deep CNN	139
GLMKD: Joint global and local mutual knowledge distillation for weakly supervised lesion segmentation in histopathology images	138
System dynamics-based dynamic evaluation of value synergy and effectiveness verification of governance strategies for urban water conservancy projects	138
Feature structure distillation with Centered Kernel Alignment in BERT transferring	137
Using danmaku to analyze student cognitive behaviors in online classrooms	136
LARGE: A leadership perception framework for group recommendation	136
A study on the user viewing experience of implanted advertisement videos based on visual saliency	135
Novel strict intuitionistic fuzzy similarity measures-based on fuzzy negation and their applications	135
Transition Information Enhanced Disentangled Graph Neural Networks for session-based recommendation	134
VGbel: An exploration of ensemble learning incorporating non-Euclidean structural representation for time series classification	133
Corrigendum to ‘Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h’ [Expert Systems Appl. (2023), 228, 120473]	133
Corrigendum to “Pulse transfer learning: Multi-area river ammonia nitrogen prediction with limited data” [Expert Syst. Appl. 263 (2025) 125730]	133
Privacy-preserving inference resistant to model extraction attacks	132
Ueco: Unified editing chain for efficient appearance transfer with multimodality-guided diffusion	132
Representing and discovering heterogeneous interactions for financial risk assessment of SMEs	132
Detect Arabic fake news through deep learning models and Transformers	131
Cross-direction environmental performance evaluation based on directional distance function in data envelopment analysis	131
Sparse least-squares Universum twin bounded support vector machine with adaptive	131
Multi-agent learning based UAV-assisted MEC-NOMA for cellular offloading in Internet of Things	130
Corrigendum to “Optimizing supply chain operations using advanced Time-Series Mixer models for demand forecasting and inventory under uncertain demand” [Expert Syst. Appl. 296 (2026) 128955]	130
Revisiting the distribution differences between color and texture information: Quaternion-driven color medical image segmentation method	129
ZO-APFPG: a provably zeroth-order adaptive personalized federated policy gradient algorithm for reinforcement learning with environment heterogeneity	129
A recollect-tuning method for entity and relation extraction	129
One-pass multi-view clustering based on adaptive multiple projection regression and graph learning	126
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines	126
A point operator-driven approach to decision-analytic modeling for multiple criteria evaluation problems involving uncertain information based on T-spherical fuzzy sets	126
Comprehensive learning TLBO with recursive precedence-based solution construction and multilevel local search for the linear ordering problem	126