OOIR: Observatory of International Research

Papers

(The H4-Index of Expert Systems With Applications is 132. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Editorial Board	1127
MLFD: Multi-level feature disentanglement robust network with a novel maximum-minimum algorithm for medical image recognition	742
PoliGuilt: Two level guilt detection from social media texts	630
Optimization evaluation model of student dormitory design scheme based on multiple evaluation principles	601
FTPSG: Feature mixture transformer and potential-based subgoal generation for hierarchical multi-agent reinforcement learning	549
Two-dimensional loading in vehicle routing problem with release and due dates	530
Feature-guided multi-view clustering by jointing local subspace label learning and global label learning	493
Dual perspective denoising model for session-based recommendation	477
Underrepresentation, label bias, and proxies: Towards Data Bias Profiles for the EU AI act and beyond	476
eFAirWrite: Bringing energy efficient text entry to next generation smart devices	476
Editorial Board	439
Online transfer learning with partial feedback	433
A frame and first-order logic solution for the Wumpus World: Implemented in Flora-2	416
Risk assessment modeling with application in the accounting cloud-service industry	389
Reliable route planning and time savings in real-world urban intermodal transportation networks: Evidence from Hamburg, Germany	383
Integration of sustainable diet planning problem under neutrosophic fuzzy multi-objective optimization	357
Causality-driven attribute editing with bidirectional generative network	340
Multiroute fresh produce green routing models with driver fatigue using Type-2 fuzzy logic-based DFWA	331
Toward a generic information system for projects portfolio management using Physics of Decision (POD)	330
Editorial Board	326
An intelligent optimized secure blockchain mechanism for cloud auditing	313
Uncertainty-aware ensemble model for stride length estimation in gait analysis	301
Positional normalization-based mixed-image data augmentation and ensemble self-distillation algorithm	299
A Basic Sequential Variable Neighbourhood Descent and neighbourhood uses for the Beam Angle Optimisation problem	295
A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples	293

Graph comparison efficient conditional generative adversarial networks for parameter identification of synchronous generators	289
Automating discussion structure re-organization for GitHub issues	289
Enhanced industrial heat load forecasting in district networks via a multi-scale fusion ensemble deep learning	289
Recommendation systems to promote behavior change in patients with diabetes mellitus type 2: A systematic review	286
Secure hierarchical fog computing-based architecture for industry 5.0 using an attribute-based encryption scheme	285
A stage-based adaptive penalty method for constrained evolutionary optimization	272
Make a song curative: A spatio-temporal therapeutic music transfer model for anxiety reduction	264
Modeling homophily fusion on cascading for overlapping community detection in social networks	257
Corrigendum to “Cyclic conditional diffusion models for CT-to-MR synthetic image segmentation with misaligned image pairs” [Expert Syst. Appl. 304 (2026) 130631]	251
Expected attribution prior guided interpretable framework for machine fault diagnosis	250
System dynamics-based dynamic evaluation of value synergy and effectiveness verification of governance strategies for urban water conservancy projects	245
Using danmaku to analyze student cognitive behaviors in online classrooms	243
A study on the user viewing experience of implanted advertisement videos based on visual saliency	241
VGbel: An exploration of ensemble learning incorporating non-Euclidean structural representation for time series classification	239
Corrigendum to ‘Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h’ [Expert Systems Appl. (2023), 228, 120473]	229
Corrigendum to “Pulse transfer learning: Multi-area river ammonia nitrogen prediction with limited data” [Expert Syst. Appl. 263 (2025) 125730]	228
Ueco: Unified editing chain for efficient appearance transfer with multimodality-guided diffusion	227
ZO-APFPG: a provably zeroth-order adaptive personalized federated policy gradient algorithm for reinforcement learning with environment heterogeneity	223
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]	223
One-pass multi-view clustering based on adaptive multiple projection regression and graph learning	222
Comprehensive learning TLBO with recursive precedence-based solution construction and multilevel local search for the linear ordering problem	219
Corrigendum to “A collaborative ensemble construction method for federated random forest” [Expert Syst. Appl. 255(Part D) (2024) 124742]	219
An effective deep learning model for evaluating spinal deformities based on point cloud images of the human back	218
Efficient polar coordinates attack with adaptive activation strategy	218
A decision support system for consolidated distribution of a ceramic sanitary ware company	217
Financial supply chain analysis with borrower identification in smart lending platform	214
Fast incremental learning by transfer learning and hierarchical sequencing	214
TFSM: A network for time-frequency synergistic modeling integrating Mamba temporal pathway and spectral features for electricity theft detection	207
SENTINEY: Securing ENcrypted mulTI-party computatIoN for Enhanced data privacY and phishing detection	205
Multi-input hybrid face presentation attack detection method based on simplified Xception and channel attention mechanism	199
A deep neural network-assisted metamodel for damage detection of trusses using incomplete time-series acceleration	197
Corrigendum to “A novel minutiae triangulation technique for non-invertible fingerprint template generation” [Expert Syst. Appl. 186 (2021) 115832]	197
Applications of dynamic feature selection based on augmented white shark optimizer for medical diagnosis	195
Corrigendum to “KSCNet: Exploring KAN and state space model collaboration network for small object detection from UAV imagery” [Expert Syst. Appl. 299(Part D) (2026) 130240]	194
SharP: Soft and hard prompt-guided augmentation with LLM for low resource fake news detection	193
Cross-modal feature disentangling via bidirectional distillation for multimodal recommendation	193
3D multi-modal fusion networks based on association mapping for quality assurance of treatment plans	192
CASSED: Context-based Approach for Structured Sensitive Data Detection	192
Pontus: Identifying intrusions from massive logs via accurate provenance clustering and efficient graph serialization with minimum provenance loss	192
HEAVEN: A Hardware-Enhanced AntiVirus ENgine to accelerate real-time, signature-based malware detection	192
Two-stream attentive spatial-temporal graph convolutional network for P300 detection in brain-computer interface	192
SemTG-Track: Multimodal fine-grained semantic-unit temporal guidance for multi-object tracking	190
A green time-dependent traveling salesman problem with intermediate node and multiple traffic states	188
DHF-Net: A hierarchical feature interactive fusion network for dialogue emotion recognition	188
Multitasking bi-level evolutionary algorithm for data-intensive scientific workflows on clouds	188
Optimum fuzzy logic controller applied to a hybrid hydraulic vehicle to minimize fuel consumption and emissions	185
A distance similarity-based genetic optimization algorithm for satellite ground network planning considering feeding mode	184
A stock time series forecasting approach incorporating candlestick patterns and sequence similarity	183
A Kalman filter-based prediction strategy for multiobjective multitasking optimization	179
Deciphering TON-IoT threats: Meta-heuristic and deep learning for attack classification	179

Efficient boundary-seeking clustering based on reverse k-nearest neighbor and average direction centrality metric	178
3D modeling from a single sketch with multifaceted semantic understanding	168
Logarithmic-exponential utility for portfolio optimization	165
MAP-MIL: Dual-branch collaborative learning of mask enhancement and pseudo-bag generation for whole slide image classification	164
An intelligent framework for prediction and forecasting of dissolved oxygen level and biofloc amount in a shrimp culture system using machine learning techniques	163
Temporal-frequency enhanced fourier neural operator and collaborative adversarial learning for multi-physics-coupled transient simulation of natural gas pipelines	163
Two-sided matching decision-making model for complex product system based on life-cycle sustainability assessment	161
TPP: A temporal-enhanced propagation probability model for identifying influential nodes in complex networks	160
Probabilistic memory-enhanced recognition-primed decision model and its application to pilot decision-making in midair encounters	159
Informed anytime Bi-directional Fast Marching Tree for optimal motion planning in complex cluttered environments	159
Critical commentary on “Reptile search algorithm (RSA): a nature-inspired meta-heuristic optimizer”	159
External information enhancing topic model based on graph neural network	158
Improved camouflaged detection in the large-scale images and videos with minimum boundary contrast in detection technique	157
RSSD: A regional-level Resource-Saving Snow Detection Model for winter road surface maintenance	157
High-density fish counting in cages using density-guided cluster optimization network	156
Quadruplet-attention transformer for scale-invariant robot place recognition	156
Pareto evolutionary algorithm based on Markov chain for portfolio optimization considering profit of assets	155
Task-driven common subspace learning based semantic feature extraction for acoustic event recognition	155
Balanced multi-objective evolution algorithm for unmanned systems project scheduling with preventive maintenance and order grouping constraints	154
A matheuristic for aircraft maintenance routing problem incorporating cruise speed control	152
Automatic diagnosis of pediatric high myopia via Attention-based Patch Residual Shrinkage network	152
Adaptive online convex optimization with unknown feedback delay	149
Latent knowledge reasoning incorporated for multi-fitting decoupling detection on electric transmission line	149
CTGAN-MNLIME: A CTGAN-boosted multidimensional nonlinear LIME method for corporate environmental indicators prediction	149
DP-HM2F: Data-driven LoRA with dual-projection representation for heterogeneous multimodal federated fine-tuning	147
Unlocking hidden market segments: A data-driven approach exemplified by the electric vehicle market	147
An effective weight initialization method for deep learning: Application to satellite image classification	147
DCCN: A dual-cross contrastive neural network for 3D point cloud representation learning	147
Multivariate variational mode decomposition combined with discrete Fourier transform and lightweight Mixture-of-Experts models for predicting multivariate time series with strong volatility	147
An efficient simulation model for layout and mode performance evaluation of robotic mobile fulfillment systems	145
Filter transfer learning algorithm for nonlinear systems modeling with heterogeneous features	145
Cross-direction environmental performance evaluation based on directional distance function in data envelopment analysis	144
Feature enrichment imitative reinforcement learning for high-frequency trading	144
Consensus reaching for large-scale group decision making: A gain-loss analysis perspective	144
Solving electric vehicle routing problem with recharging and battery swapping using a collaborative decision attention network	143
SpaceRL-KG: Searching paths automatically combining embedding-based rewards with Reinforcement Learning in Knowledge Graphs	143
Privacy-preserving inference resistant to model extraction attacks	143
Novel data augmentation for improved insulation fault diagnosis under nonideal condition	142
Dynamic cognitive cycle-driven multimodal agent for knowledge graph completion	142
EEG signal analysis for early diagnosis of Alzheimer’s disease using adaptive gated recurrent unit with multi-scale vision transformer-based feature extraction	141
Integrated scheduling method for heavy-haul transportation with virtual coupling based on two-phase optimization strategy	140
On exploring and exploiting latent group information to improve implicit collaborative filtering	140
Optimizing supply chain operations using advanced Time-Series Mixer models for demand forecasting and inventory under uncertain demand	139
Keypoints-based Heterogeneous Graph Convolutional Networks for construction	139
MC-FSTG: A fine-grained spatio-temporal graph neural network based on multi-scale operating conditions for bearing temperature prediction in high-speed trains	138
A structure-characteristic-aware network embedding model via differential evolution	138
Contrastive social recommendation: Harnessing community structures for enhanced personalization	138
Spectral information guidance network for tampering localization of high-resolution satellite map	137
Dataset-level color augmentation and multi-scale exploration methods for polyp segmentation	136
Energy saving computation offloading for dynamic CR-MEC systems with NOMA via decomposition based soft actor–critic	136
Integrating regular expressions into neural networks for relation extraction	136
Towards balanced queue distribution via Fine-Grained adaptive signal Control: A D3QN-Transformer-PER framework	135
Mixed experience sampling for off-policy reinforcement learning	134
RS-GCL: Randomized SVD-based graph-enhanced contrastive learning for recommendation	134
Global information enhancement and subgraph-level weakly contrastive learning for lightweight weakly supervised document-level event extraction	133
Medical machine learning based on multiobjective evolutionary algorithm using learning decomposition	133
ECG-Text multi-modal learning for zero-shot detection via time-frequency alignment and medical prompt learning	132