Vol. 4 No. 2 (2026): International Journal of Innovative Research

Articles

• Counterfactual Subgoal Verification for Open-Vocabulary Indoor Object Search

  Sabine Fuchs, Sebastian Winkler

  103-114

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• Joint Configuration Optimization for Edge-Cloud Collaborative Inference in Visual IoT Systems

  Margaret Wai-Kit Choi, Linda Woo

  12-24

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• Incident-Causal Travel-Time Forecasting for Risk-Bounded Autonomous Routing

  Fernanda Ramírez, Clara Núñez Sánchez

  151-160

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• Morphology-Aware Block Sparsification for Low-Resource Translation

  Ayumi Goto, Shota Honda

  115-126

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• Semantic Communication for Multimodal Machine Services under Imperfect Channel State Information, Heterogeneous Quality-of-Service Demands, and Resource Constraints in Integrated Sensing and Communication Networks

  Chris Yip, Benjamin Mak

  25-36

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• Sustainability of Knowledge and Self-Care Practice Gains at a Five-Week Physical Follow-Up Visit, Supported by Interim Telephonic Reinforcement, after a Structured Educational Intervention among Ostomates in Pakistan

  Natasha Hussain, Iram Khadim, Muhammad Umar, Rizwan Khalid

  161-165

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• Ontology-Mediated State Synchronization across Heterogeneous Industrial Digital Twins

  Gabriel Reyes, Layla Gray

  89-102

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• Fatigue Reliability of Reinforced Thermoplastic Pipes under Combined Axial and Internal Loads

  Yuki Nakagawa, Tomoko Miura

  37-48

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• Continuous-Time Heterogeneous Graph Contrastive Learning for Financial Fraud Detection

  Karen Cheung, Ho Man Tse, Alice Kwok

  161-172

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• Self-Supervised Optical Drift Compensation from Fringe-Pattern Dynamics

  Satomi Ogawa

  76-88

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• Metamodel-Based Uncertainty Propagation for Frequency Responses of Non-Proportionally Damped Composite Structures with Material Variability and Model-Form Uncertainty

  Sophia E. Bennett

  49-63

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• Fairness-Aware Reinforcement Learning for Personalized Educational Assessment: Counterfactual Policy Regularization under Measurement Bias

  Alice Morgan, James Turner, Emma Clarke

  173-186

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• Boundary-Condition Transfer Laws for Cone Resistance in Gap-Graded Sands

  Simone Piras

  127-139

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• Coupled Thermal and Electrochemical Optimization of Industrial Carbon-Dioxide Conversion Systems

  Yassine Khalfallah, Youssef Ben Salah, Najat H. Saidi

  64-75

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• Graph-Based Embodied Planning for Heterogeneous Robot Teams in Unstructured Fields

  Sara Hamed

  1-11

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• Event-Order Constraints for Anchor-Scarce Alignment of Evolving Knowledge Graphs

  Giulia M. Caruso

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