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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Optimizing ensemble learn" (30 stories)

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Robustly enhancing crop genomic prediction accuracy through ensemble learning and iterative optimization
Lead StoryNaturegeneral
Jul 20

Robustly enhancing crop genomic prediction accuracy through ensemble learning and iterative optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1WRGZ1LUdRRW1oQURUeVdYb0g5QWZnM3FPY0tNUmI5UmstUjZaLVEyMEVRNjI0ejF0X21TdDhPS0tfVjBTcVJzZ1laaGwydXUtY2NfRWhNSThkMFh2cmRz?oc=5" target="_blank">Robustly enhancing crop genomic prediction accuracy through ensemble learning and iterative optimization</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Optimizing ensemble learn"

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29 stories displayed
Explainable ensemble machine learning framework with particle swarm optimization for predicting compressive strength of CO₂-cured concrete
Naturetech

Explainable ensemble machine learning framework with particle swarm optimization for predicting compressive strength of CO₂-cured concrete

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBacVVYSkI4MHA1alpVQkpKcWN0eTdGdlhKbXlwUGp2Wm1sQzBBek9wSHlXUmRydnF2SlZCcHEwVm1IUEI1OUY1dlRGRGtaVkpZOVpMNEcwc05TVk9YVWp3?oc=5" target="_blank">Explainable ensemble machine learning framework with particle swarm optimization for predicting compressive strength of CO₂-cured concrete</a>  <font color="#6f6f6f">Nature</font>

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Optimized ensemble machine learning model for cyberattack classification in industrial IoT
Frontierstech

Optimized ensemble machine learning model for cyberattack classification in industrial IoT

<a href="https://news.google.com/rss/articles/CBMiogFBVV95cUxPNVg4TzZXUFg4akRQcWY3YnZibWhaRndhV1lESWZNZ1I0Um8xaTNPZ19vMlc4YWk5dXVkOXpOcjZPMDQ2X2d0ckxqU1NtcG1YYXhpVXhnWjNOVld4RFpJRW5MT0lYUnNQTW4taWpFVFRPTnFXbHlraW1oblhscmIyREhGbkcwSFNPT1VKdS1wajdzVzVUNlJqMllzSlJ0RTA2NFE?oc=5" target="_blank">Optimized ensemble machine learning model for cyberattack classification in industrial IoT</a>  <font color="#6f6f6f">Frontiers</font>

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Optimizing Student Academic Performance Prediction Using Heterogeneous Ensemble Learning
European Open Sciencegeneral

Optimizing Student Academic Performance Prediction Using Heterogeneous Ensemble Learning

<a href="https://news.google.com/rss/articles/CBMiZkFVX3lxTFAzeG9YaVlpMkpOdGgtTy10UUx6R2RfUEp3VTFSTlB3SHIxSGlTdTRleWZHZzZKWlJvX1RFaHo3aXdyQkdiSWlXZFBUS3poMTN0RnVhMWNmT2VEZEtaY2tERC1uYjZzUQ?oc=5" target="_blank">Optimizing Student Academic Performance Prediction Using Heterogeneous Ensemble Learning</a>  <font color="#6f6f6f">European Open Science</font>

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Ensemble machine learning with Bayesian optimization predicts bioactive extraction from fermented watermelon rind using natural deep eutectic solvents
Naturegeneral

Ensemble machine learning with Bayesian optimization predicts bioactive extraction from fermented watermelon rind using natural deep eutectic solvents

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBCTDczTnd5eC1pTHVDUWlnSGZ6TFZSQVdkV2FFWXpFdG9HQ2Z2Q2U2YXIyYk16QUctempDeTFPc1dqeTE5UWdiYWk0LUxFMXQzOU1TX0ViR0NhTUNDV2dv?oc=5" target="_blank">Ensemble machine learning with Bayesian optimization predicts bioactive extraction from fermented watermelon rind using natural deep eutectic solvents</a>  <font color="#6f6f6f">Nature</font>

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Harnessing hybrid stacking ensemble learning for accurate pulmonary embolism diagnosis using tabular clinical data
Naturegeneral

Harnessing hybrid stacking ensemble learning for accurate pulmonary embolism diagnosis using tabular clinical data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5rdEkxUGZWR3V0bVRVTTNkSzRZMlpERGpwRVNJRFRBSURVWkhPb2d4Q0ZFa3lIMDVEMXNvdXdXOFZTUnltZ1k0WFI2WGNkTkc5UGlKUTh5cFlhTGE4dFRj?oc=5" target="_blank">Harnessing hybrid stacking ensemble learning for accurate pulmonary embolism diagnosis using tabular clinical data</a>  <font color="#6f6f6f">Nature</font>

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Multi-objective optimization of low-noise pervious concrete using a stacking ensemble learning and NSGA-II approach
Naturegeneral

Multi-objective optimization of low-noise pervious concrete using a stacking ensemble learning and NSGA-II approach

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1IdjM1SlZiX3pBU0M0V2w5WjY0b0xFQlJZRjloNUpfeUlwVFVGdnQ0eWt5UXFZRUo0cFhpSjRiVTZHUHVSYnlJRnNzcHNjcU8ta09SbEYyc2RBV2U4SFgw?oc=5" target="_blank">Multi-objective optimization of low-noise pervious concrete using a stacking ensemble learning and NSGA-II approach</a>  <font color="#6f6f6f">Nature</font>

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FalsEye: proactive detection of false data injection attacks in smart grids using IceCube-optimised ensemble learning
Naturegeneral

FalsEye: proactive detection of false data injection attacks in smart grids using IceCube-optimised ensemble learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBPX2NfZVFkMWQwUFhDak1QdnVKaGx6NTRFeWRmTkF4WGZmMk9wdGFnenZrWWNFQV8yaUJfdkRhbk1uazI2Mm5ScnJVa0ZCY0dwZ3VEQ0xpXzR0bHE0d1FJ?oc=5" target="_blank">FalsEye: proactive detection of false data injection attacks in smart grids using IceCube-optimised ensemble learning</a>  <font color="#6f6f6f">Nature</font>

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Optimized stacked ensemble approach for detecting position falsification in VANETs | Scientific Reports
Naturegeneral

Optimized stacked ensemble approach for detecting position falsification in VANETs | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB1STBqZGRIcEZCRTlJQ1dVaUcwTU00UU9YX2h2ZmlKd192NG9fNnhQaGhPcUc3V2NVZVZrbS12YktMQ1U4YXZFZmRvVWFDVFItLTgxVGpPTm9LMGhWNGZB?oc=5" target="_blank">Optimized stacked ensemble approach for detecting position falsification in VANETs | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Pareto-optimized stacked ensemble machine learning framework for predicting bearing capacity of driven piles from static load test data
Naturegeneral

Pareto-optimized stacked ensemble machine learning framework for predicting bearing capacity of driven piles from static load test data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5EOHh0cFE0VFRqSlNwUmFIckVSYnJqUGFpN1hOTGd1Y0xVbXk1eFlsdFAtV1dqSFJBelRYc25VTU9zenFweUZVODJpMTU1SFdrdVlCX1NmMWpkR3ZPNXNB?oc=5" target="_blank">Pareto-optimized stacked ensemble machine learning framework for predicting bearing capacity of driven piles from static load test data</a>  <font color="#6f6f6f">Nature</font>

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Optimized CNN-based ensemble deep learning approach for potato leaf disease detection with data augmentation
Naturegeneral

Optimized CNN-based ensemble deep learning approach for potato leaf disease detection with data augmentation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9jcVQ1U25Jb0UwQmJyaWF5V2NzVUcyTmkzRzFPMzM4T2JadEZGMXRra214ODNZMzlxQWhGNTBEVU1sYWs2bzFlS0w0eGJRVkMzYnZwVURkMTZDMU93NFhV?oc=5" target="_blank">Optimized CNN-based ensemble deep learning approach for potato leaf disease detection with data augmentation</a>  <font color="#6f6f6f">Nature</font>

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An optimized ensemble framework for machinery fault detection in IoT environments | Scientific Reports
Naturegeneral

An optimized ensemble framework for machinery fault detection in IoT environments | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5OZkpjT0dHX2xxelNmZzhPMTl0WkM0dy1ueGZfN2pYc21RRG9HSEJuYTlneTJ4d2kxQUx6STN5b1NuXzhya1RZa2U4QzNXY19fWFBJcHhlTFRqN0t2XzBN?oc=5" target="_blank">An optimized ensemble framework for machinery fault detection in IoT environments | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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A hybrid ensemble deep learning framework with novel metaheuristic optimization for scalable malicious website detection
Naturegeneral

A hybrid ensemble deep learning framework with novel metaheuristic optimization for scalable malicious website detection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBlSThLLUlxZldsOElvS21NZlJUMU9JOW1vcGZTNW9OM3k2THlLdDlfR3RvM0xrMnZVZVE5dGF1TE44QmJ6VlFiZXdqeERkaEh3R1padlBJczhPU005RnYw?oc=5" target="_blank">A hybrid ensemble deep learning framework with novel metaheuristic optimization for scalable malicious website detection</a>  <font color="#6f6f6f">Nature</font>

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Machine learning-driven optimization of performance and emissions in a butanol/diesel CI engine
Naturegeneral

Machine learning-driven optimization of performance and emissions in a butanol/diesel CI engine

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5fUlJoUzF2NmxpZEZ4Z2ZsX2VvVFkyWXJtd25SWU9PTVpjTUprRE9VN1ZTNk15VzhrSS1ZMDV5SDFEN1BfUjF4cHktQ3o2QVlOUEVDbnk4ZnV6Vm53bjdz?oc=5" target="_blank">Machine learning-driven optimization of performance and emissions in a butanol/diesel CI engine</a>  <font color="#6f6f6f">Nature</font>

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Privacy-preserving federated learning with optimized ensemble weighting and knowledge distillation for COVID-19 detection from non-IID medical imaging data
Naturemarkets

Privacy-preserving federated learning with optimized ensemble weighting and knowledge distillation for COVID-19 detection from non-IID medical imaging data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5YX3lRVlEwTG0yMzhxWTM4UDVQbE9JRzRxbXZkQjlDY1I0aWd6b0dfVFJvdTYxOGpkbXdId1VRZ0Fucl9iVjlrOTJMbTF3N1A0WnpvczVBTkJjaGpMZlZB?oc=5" target="_blank">Privacy-preserving federated learning with optimized ensemble weighting and knowledge distillation for COVID-19 detection from non-IID medical imaging data</a>  <font color="#6f6f6f">Nature</font>

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Data-driven explainable chronic kidney disease detection using RF based data imputation and meta-ensemble learning
Naturetech

Data-driven explainable chronic kidney disease detection using RF based data imputation and meta-ensemble learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5XSndaeUNQWHNqQk1RRzE2cXItaUdGd0RhYmVzcFRQZHVkaDJnZXZGWDI4bFRCYkF5dmYzdUpIRVFaNldMZ3ZKdzBfWGNvWi1WQVdfeF82OVV0Vm8zR0tr?oc=5" target="_blank">Data-driven explainable chronic kidney disease detection using RF based data imputation and meta-ensemble learning</a>  <font color="#6f6f6f">Nature</font>

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Ensemble neural network models for stability prediction and optimization of hydraulic structures considering uplift pressure and exit gradient
Naturegeneral

Ensemble neural network models for stability prediction and optimization of hydraulic structures considering uplift pressure and exit gradient

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB1R3JHLS0zREw0Sy1iQzZ1N3FKZjM5alIzN3NzbHV0bU5tRW40T1BfVExYNVd6VkM2M0VJaUpSbGVjMVJaSlpvaGxWemRlMmkwVkhrR0FEdWxNVUF6WDU4?oc=5" target="_blank">Ensemble neural network models for stability prediction and optimization of hydraulic structures considering uplift pressure and exit gradient</a>  <font color="#6f6f6f">Nature</font>

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Enhanced prediction and optimization of thin metal film optical properties using optimized ensemble learning models
Naturegeneral

Enhanced prediction and optimization of thin metal film optical properties using optimized ensemble learning models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBfVFNNXzhUdUNmN0FqS21kamF2R0lqT3U0TUVua2hBaWtiVE53bEdVTlp3N2Y2R1BJdGJqanZtcG9VNjVvS2pUV3hMVUphLXk4OUtJQjRNUGd5LVBMRlEw?oc=5" target="_blank">Enhanced prediction and optimization of thin metal film optical properties using optimized ensemble learning models</a>  <font color="#6f6f6f">Nature</font>

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Enhancing urban traffic congestion prediction through efficientnet and optimized ensemble learning models
Naturegeneral

Enhancing urban traffic congestion prediction through efficientnet and optimized ensemble learning models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE03UTZ6WFgwdzBTc21RX1lUZzh0QWRhVE0yRThoRGQwVHBXbUMyNzI2b2xfLU1remdfNXBHSXBDMnlRZVR4aG9FWldKZm9DMmhZdDNHUmYtRWNFZWhDZmlB?oc=5" target="_blank">Enhancing urban traffic congestion prediction through efficientnet and optimized ensemble learning models</a>  <font color="#6f6f6f">Nature</font>

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Optimizing crop selection for sustainable agriculture: a compound ensemble approach integrating machine learning and IoT-based sensors
Naturetech

Optimizing crop selection for sustainable agriculture: a compound ensemble approach integrating machine learning and IoT-based sensors

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5VMlEwb0dTbFpTUUY5Y0pTV0N1bHhHeXcyNHlIVE96WktZWEpyM0FBWmxVbzFxeHFEU2xCc2w2aUxnaHp1RTF1NTU3UlpvYnBINENRRTZkQXlXZS1PM2kw?oc=5" target="_blank">Optimizing crop selection for sustainable agriculture: a compound ensemble approach integrating machine learning and IoT-based sensors</a>  <font color="#6f6f6f">Nature</font>

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Development of a novel ensemble learning model for predicting asphalt volumetric properties using experimental data for pavement performance assessment
Naturegeneral

Development of a novel ensemble learning model for predicting asphalt volumetric properties using experimental data for pavement performance assessment

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE16OFZrMjFXcGlkQTBKbHk0b2pnZTBjR1hzajdoZVA0WVl5SE5NdEZqQVJXcDNnc3BGU3A1dV9mQ1NTSHlILTMtV21jU0lzU0lweDJicFM1V3h3REIza0FJ?oc=5" target="_blank">Development of a novel ensemble learning model for predicting asphalt volumetric properties using experimental data for pavement performance assessment</a>  <font color="#6f6f6f">Nature</font>

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Semantic-aware reinforcement and ensemble learning for signal management and anomaly detection in IoT systems
Naturegeneral

Semantic-aware reinforcement and ensemble learning for signal management and anomaly detection in IoT systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9yaGh2T3Zyam43dkZzX2RuQ3pKUERCLUhQaC1STlFXUk1LX24zLThPbDJxV2ZsMXU3V1RNSU1tcUd5cndjS0otcGc1SEhudE5jcTJrZlhrTUx1VkJSLVZF?oc=5" target="_blank">Semantic-aware reinforcement and ensemble learning for signal management and anomaly detection in IoT systems</a>  <font color="#6f6f6f">Nature</font>

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Air quality index AQI classification based on hybrid particle swarm and grey wolf optimization with ensemble machine learning model
Naturetech

Air quality index AQI classification based on hybrid particle swarm and grey wolf optimization with ensemble machine learning model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9CZW1ITGR6U1dPNGRtTXNZWjBQRGN2aVU0bGZoLVh6OEJXb0ZvVlh0UmdjV2tFZ1lkR0tkamZMVzlJRGlkaXFONE1aNW80Ul8zeHI2WGI0UDZZVE9KQ1dF?oc=5" target="_blank">Air quality index AQI classification based on hybrid particle swarm and grey wolf optimization with ensemble machine learning model</a>  <font color="#6f6f6f">Nature</font>

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A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifier
Frontiersgeneral

A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifier

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxNNkg3cDhILTY4WVVaUW1iWk1VUlpJWTV1X1UydXpSWGhXNG5qV0JXZ3psOHR1bmNZUWJ2LWswME5wdmZ6UXU5bGl6QWFSaGdoNlVWM2RWRVYyeUo2eUFGdFIxdFVnYUlXQUswcWdfR1d2aFdLSmZWbUVTbGIzMGFtcldkVkxhQ2Etdy1RbmFYMnZDN2w2?oc=5" target="_blank">A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifier</a>  <font color="#6f6f6f">Frontiers</font>

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Enhancing cardiotocography classification via ensemble learning and threshold optimization
Naturegeneral

Enhancing cardiotocography classification via ensemble learning and threshold optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5LNXpIWXdBUldqM3B5QkRhWXMyd3NnWjNQV0RLT3lRTmk5Z3JPZndYRGRfRFhVOWFiUF8tZ1l1bGNYYkVDdFBUV1hySnl4ZWQwaUc0bnB4aXRZeXdlVk9B?oc=5" target="_blank">Enhancing cardiotocography classification via ensemble learning and threshold optimization</a>  <font color="#6f6f6f">Nature</font>

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Optimizing ensemble learning for satellite-based multi-hazard monitoring and susceptibility assessment of landslides, land subsidence, floods, and wildfires
Naturegeneral

Optimizing ensemble learning for satellite-based multi-hazard monitoring and susceptibility assessment of landslides, land subsidence, floods, and wildfires

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0wdm51cGlURm5DRW5Qb1Q3WUEwTW9RenpjOE1aSlF0b1dHREVTdUswSkhqOWFRTzNVUmh2UV9kWmtia0xMaEZIaEExMDNRUi0xX3lyeURoVEZQaWpLMnpr?oc=5" target="_blank">Optimizing ensemble learning for satellite-based multi-hazard monitoring and susceptibility assessment of landslides, land subsidence, floods, and wildfires</a>  <font color="#6f6f6f">Nature</font>

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Implementing ensemble of deep learning model with optimization techniques for human activity recognition to assist individuals with disabilities
Naturetech

Implementing ensemble of deep learning model with optimization techniques for human activity recognition to assist individuals with disabilities

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9FbjgwZFpsSlR1SjB2MnFXZmRaU3RpVl9pSWhueFZIMTZMSE9EQ2dsV3B3ajI3Y0VudmF2Ri1OeEpMU05DUzVNeW5KbEVWbndrWUdDMGdYel9LY0ktcXB3?oc=5" target="_blank">Implementing ensemble of deep learning model with optimization techniques for human activity recognition to assist individuals with disabilities</a>  <font color="#6f6f6f">Nature</font>

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Optimizing brain stroke detection with a weighted voting ensemble machine learning model
Naturetech

Optimizing brain stroke detection with a weighted voting ensemble machine learning model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1NN2NrZ3JBaWw4ODBIaXI1SVlXYW5aY0tacGxNRGJwZ1ROYmlXT2lGZGJjUF93U3VQZExDdHNVSTJ6RHRKelRaV3Nfck5qbjNqMURpR2ZvNm5OdUx6Njhr?oc=5" target="_blank">Optimizing brain stroke detection with a weighted voting ensemble machine learning model</a>  <font color="#6f6f6f">Nature</font>

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Development of optimized ensemble machine learning-based prediction models for wire electrical discharge machining processes
Naturegeneral

Development of optimized ensemble machine learning-based prediction models for wire electrical discharge machining processes

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE45NGNuNENDcGdXTExFYlo2a3ppYVhqT2lEbl9PZjhiLWRLb2F5RGc0Uk1HbDB1VU9wVmVPeWRyQ2J6UFhRY3lSaC1lazM4ajcwUVh0eFo2eGo0TktTOVhF?oc=5" target="_blank">Development of optimized ensemble machine learning-based prediction models for wire electrical discharge machining processes</a>  <font color="#6f6f6f">Nature</font>

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A neural architecture search optimized lightweight attention ensemble model for nutrient deficiency and severity assessment in diverse crop leaves | Scientific Reports
Naturegeneral

A neural architecture search optimized lightweight attention ensemble model for nutrient deficiency and severity assessment in diverse crop leaves | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5EXzNjUXF3bEN6WVZrel8xSWtaUWZsd3BneHBUMkFScmlDcmtJdWlwcTROMzM3MTZRcXE0anVfR3dfb1ZZcmd4SVNXT3hqLXdLMHlxOEhpNzJLdzI0bjBZ?oc=5" target="_blank">A neural architecture search optimized lightweight attention ensemble model for nutrient deficiency and severity assessment in diverse crop leaves | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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