001 Explainable AI with dual-layer validation framework for ensuring noise resilience and physical consistency in low-cost sustainable water quality monitoring OpenAlex Paper Wibowo Harry Sugiharto, Rizkysari Meimaharani et al. 5 days ago 002 Mining irregular patterns in environmental data using density and neighborhood analysis OpenAlex Paper P. Ramachandran, M. A. Gunavathie et al. 7 days ago 003 Detection of compound and seesaw hydrometeorological extremes in New Zealand: A copula-based approach OpenAlex Paper Morgan J. Bennet, Daniel G. Kingston et al. Jul 17 004 Research and Theoretical Framework of Energy-Based Forest (EBF) OpenAlex Paper Jincheng Zhang Jul 11 005 Research and Theoretical Framework of Energy-Based Forest (EBF) OpenAlex Paper Jincheng Zhang Jul 11 006 Interpretable framework for water safety prediction using an explainable boosting machine OpenAlex Paper R.Vijay Sai, A. Janaranjan et al. Jul 10 007 Comparative Analysis of Various Neural Networks with Dropout Technique OpenAlex Paper Chandana C Jul 7 008 Comparative Analysis of Various Neural Networks with Dropout Technique OpenAlex Paper Chandana C Jul 7 009 Data-Driven Monitoring for Thermal Water Quality Control: Anomaly Detection from Predictive Forecasting in the AQUAPRED Project OpenAlex Paper Abel Pampín Rodríguez, Elena Hernández-Pereira et al. Jul 7 010 A Hybrid GA–PSO Framework for Neural Network Architecture and Parameter Optimization OpenAlex Paper Ömer Faruk Çaparoğlu, Yeşim Ok et al. Jun 26 011 Research on Interpretable Machine Learning with Uncertainty Quantification for Ecological Risk Prediction OpenAlex Paper Ling Zhai, Zhuoxi Chu Jun 23 012 Explainable Artificial Intelligence in Environmental Monitoring: A Systematic Literature Review OpenAlex Paper José Andrés Neira Soto, Gastón Márquez et al. Jun 22 013 Explainable Artificial Intelligence in Environmental Monitoring: A Systematic Literature Review OpenAlex Paper José Andrés Neira Soto, Gastón Márquez et al. Jun 22 014 Neural State Estimation for a Water Distribution Network: An Ablation Study and Gradient-Based Explainability OpenAlex Paper Αναστάσιος Αρσένος Jun 16 015 Time-aware attention network for multi-step future prediction in wastewater treatment OpenAlex Paper Yong Zu, Jiayuan Ji et al. Jun 15 016 Explainable Artificial Intelligence in Environmental Monitoring: A Systematic Literature Review OpenAlex Paper José Andrés Neira Soto, Gastón Márquez et al. Jun 12 017 Explainable Artificial Intelligence in Environmental Monitoring: A Systematic Literature Review OpenAlex Paper José Andrés Neira Soto, Gastón Márquez et al. Jun 12 018 Explainable Artificial Intelligence in Environmental Monitoring: A Systematic Literature Review OpenAlex Paper José Andrés Neira Soto, Gastón Márquez et al. Jun 12 019 Explainable Artificial Intelligence in Environmental Monitoring: A Systematic Literature Review OpenAlex Paper José Andrés Neira Soto, Gastón Márquez et al. Jun 12 020 Explainable Artificial Intelligence in Environmental Monitoring: A Systematic Literature Review OpenAlex Paper José Andrés Neira Soto, Gastón Márquez et al. Jun 12 021 Prediction of Tea Plant Production Results in West Java Province using Cubic Spline Interpolation and Extrapolation OpenAlex Paper Alim Jaizul Wahid, Wibi Anto et al. Jun 10 022 Water discharge forecasting in river basins using HydroESN across multiple gauging stations OpenAlex Paper Savitha Naik, Raju Anitha Jun 4 023 Forecast‐Error Diagnostics in Neural Weather Models OpenAlex Paper Uroš Perkan, Gregor Skok et al. Jun 2 024 Metaheuristic-enhanced extreme learning machine for ammonia nitrogen modeling in coastal waters OpenAlex Paper Mehvish Bilal, Syed Masiur Rahman et al. Jun 2 025 Bayesian Inference for Crop Classification Models OpenAlex Paper Ashish Subhash Sharma, Rajesh Rajesh et al. Jun 1 026 Increasing the efficiency of deep learning performance using adaptive filters OpenAlex Paper Suad Khairi Mohammed, Sabah A. Gitaffa et al. Jun 1 027 ТҮСІНДІРІЛЕТІН ЖАСАНДЫ ИНТЕЛЛЕКТ АРҚЫЛЫ БІЛІМ БЕРУДЕГІ ҚҰРЫЛЫМДЫҚ САУАЛНАМА ДЕРЕКТЕРІН ТАЛДАУ ҮШІН МАШИНАЛЫҚ ОҚЫТУ МОДЕЛЬДЕРІН САЛЫСТЫРМАЛЫ БАҒАЛАУ OpenAlex Paper Б.Е. Айдәулет, Ж.Д. Изтаев et al. Jun 1 028 Explainable Artificial Intelligence in Environmental Monitoring: A Systematic Literature Review OpenAlex Paper José Andrés Neira Soto, Gastón Márquez et al. May 28 029 Construction of Optimized Fuzzy Control Charts: A State-of-the-Art Review on Analytics Models in Prediction of Petroleum Quality OpenAlex Paper Vipin Kumar May 19 030 Feedforward Neural Networks Model for SPAD Parameter Analysis With Experimental Validation OpenAlex Paper Haoxiang Li, Zhixiang Cao et al. May 18 031 Large Language Models for Coagulant Dosage Prediction: A Systematic Investigation of Generalization, Rationale Patterns and Hallucination OpenAlex Paper Xiujuan Li, Yisu Zhou et al. May 9 032 AI Based Weather Prediction and Extreme Event Forecasting using ESN-GRDCM Model OpenAlex Paper Sheeba Mary Ananthi Dr. R., Akshaya Preethi K. May 8 033 AI Based Weather Prediction and Extreme Event Forecasting using ESN-GRDCM Model OpenAlex Paper Sheeba Mary Ananthi Dr. R., Akshaya Preethi K. May 8 034 Reconstructing Subsurface 3-D Ocean Temperature via Surface Anchored Autoregressive Spectral Neural Operator OpenAlex Paper Qi Li, Ziyi Lang et al. May 8 035 DATA-DRIVEN NEURO-FUZZY MODELING AND RULE OPTIMIZATION FOR INTELLIGENT PREDICTION OF BIOREACTOR DYNAMICS OpenAlex Paper Kamala Najaf Mammadzada Apr 30 036 Integrating geospatial attributes into a non-stationary transformer model for improved stream chemistry predictions OpenAlex Paper Tarun Agrawal, Harsh Shah et al. Apr 27 037 Continual Learning-based Adaptive Urban Flood Prediction with Concept Drift Detection for Smart Cities OpenAlex Paper Sathiyamoorthy M Apr 21 038 Synergistic Fourier-Wavelet Neural Operator OpenAlex Paper Tianle Lin, Ru Fang et al. Apr 21 039 Adaptive Neural Architecture Reduction for Robust Modeling of Complex Systems OpenAlex Paper Kartik Saini, Narendra Kumar et al. Apr 17 040 AquaXplain: Interpretable Ensemble Learning for Environmental Engineering Aquatic Ecosystem Health Assessment via SHAP Attribution and Physicochemical Correlation Networks OpenAlex Paper Jinrui Yao, Siying Zhang Apr 17 041 Neuro Fuzzy – Regression Based Concept for Dosing Determination OpenAlex Paper Mirche Stojkov, Zoran Pandilov Apr 17 042 An Explainable Machine Learning Model for Water Potability Assessment Using SHAP and Hybrid Feature Selection OpenAlex Paper Md Mahbubur Rahman Druvo, Ashfaqul Islam et al. Apr 16 043 Intelligent classification with marine predators algorithm and probabilistic neural networks OpenAlex Paper Ahmad Iskandar, Hasan Rashaideh et al. Apr 15 044 Prediksi Jangka Sangat Pendek Daya Keluaran PLTS Menggunakan LSTM Berbasis Sky Clearness Index OpenAlex Paper Muhammad Miftahul Rizqi, Unit Three Kartini et al. Apr 13 045 Robust Adaptation of Foundation Models With Black-Box Visual Prompting OpenAlex Paper Changdae Oh, G S Seo et al. Apr 6 046 Uncertainty-Aware and Non-Negative Hydrological Forecasting Using Gamma-Likelihood Chained Gaussian Processes for Sustainability-Oriented Water Management OpenAlex Paper Yesika Alexandra Bastidas-Pantoja, Julián David Pastrana-Cortés et al. Apr 3 047 Unveiling the immoral ramp feature of dissolved oxygen signals with dynamical systems analysis: perspectives for robust soft-sensor development OpenAlex Paper Mariane Yvonne Schneider, Elena Torfs et al. Apr 1 048 An integration of Tomek Links as cleaning step and SMOTE for handling imbalanced class in rainfall classification OpenAlex Paper Nur Awalia S. Z. Abidin, Zahir Zainuddin Mar 24 049 An Efficient Real-Time Anomaly Detection Scheme for Water Quality Monitoring OpenAlex Paper Wenjie Guo, Leijun Huang et al. Mar 19 050 Online versus batch retraining in one-step-ahead urban water demand forecasting under concept drift OpenAlex Paper Lukas Hans, Dietlind Zühlke Mar 19 051 Explainable machine learning ensembles for identifying groundwater dependent ecosystems and key features OpenAlex Paper Jian Liu, Liang Fang et al. Mar 16 052 Hyperparameter Tuning of Deep Learning Models for Smart Water Management Systems OpenAlex Paper Medhavi Malik, Adel Subhe Abedalkader Abraheem et al. Mar 6 053 Wavelet neural networks: A complete framework and current state of research OpenAlex Paper Tanya Tanya, Kavita Goyal et al. Mar 6 054 Intelligent diagnosis of coastal zone ecological security integrating graph neural networks and multimodal data OpenAlex Paper Liang Xiao Mar 5 055 Modular ensembled neural network approach to adjust and predict EIS parameters OpenAlex Paper José D. Castro, Ricardo Serra et al. Mar 5 056 A SPATIAL–TEMPORAL MODEL FOR NETWORK-WIDE FLIGHT DELAY PREDICTION BASED ON FEDERATED LEARNING OpenAlex Paper Aalwin Mathew M, Mohanapriya K Mar 3 057 A Hybrid Explainable AI (XAI) Framework for Disentangling Non-linear and Heterogeneous Drivers in Complex Ecological Systems OpenAlex Paper Peng Lian, Yimeng Yuan et al. Mar 1 058 Enhancing the predictability limits of ENSO with physics-guided deep echo state networks OpenAlex Paper Zejing Zhang, Jun Meng et al. Feb 28 059 Evaluating Transferability and Robustness of Process-Guided Neural Networks in Forest Carbon Flux Modelling OpenAlex Paper Hannah Habenicht, Hanne Raum et al. Feb 25 060 Supervised learning for predicting unknown modifying variables in pliable lasso OpenAlex Paper Zainab Subhi Mahmood Hawrami, Mehmet Ali Cengiz et al. Feb 23