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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Feature importance guided" (30 stories)

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Entropy-Guided Jaya optimization for robust feature selection in high-dimensional network attack detection
Lead StoryFrontierspolitics
Aug 11

Entropy-Guided Jaya optimization for robust feature selection in high-dimensional network attack detection

<a href="https://news.google.com/rss/articles/CBMiqAFBVV95cUxPeTY4aXZUa1JydnUtQV9xNVA2cFZBbHRFcnlFTmhXaGZqdkxla3B4cWUyV1N4bVNyQ1JvTndhUnh3anVUMDM2Wnc1dWxvN2VHTV96bXNhSGt6dzBrMloxU2dPeERiSlNnTUdFTzRJempRVGtKOV9kbTRBMnZBZWtQUDJFV2RWV0lsUTNMeDd3eXZEMXY1TmgxOHUzdHlJdG5JTTAxX1BNcTg?oc=5" target="_blank">Entropy-Guided Jaya optimization for robust feature selection in high-dimensional network attack detection</a>  <font color="#6f6f6f">Frontiers</font>

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Search Results for "Feature importance guided"

Updated every 3 minutes via FreeNewsApi, GNews, Currents API & Google News

29 stories displayed
Vehicle-wise validated ensemble learning framework for robust electric vehicle energy consumption prediction using physics-guided features and statistical benchmarking
Naturegeneral

Vehicle-wise validated ensemble learning framework for robust electric vehicle energy consumption prediction using physics-guided features and statistical benchmarking

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4wSXRqNjJyNUN4cFhueEJjUjVnSUstWS0tRjBpbWNMOTllQWV2REZhYmNrZi1EUnhmX2RLM1dDYUJ5aGdxWHpZeXNFWnV1THJQZi15MXUzZ1c1cVR1dzhR?oc=5" target="_blank">Vehicle-wise validated ensemble learning framework for robust electric vehicle energy consumption prediction using physics-guided features and statistical benchmarking</a>  <font color="#6f6f6f">Nature</font>

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A CD index guided ensemble framework for screening potentially disruptive patent candidates in artificial intelligence
Naturegeneral

A CD index guided ensemble framework for screening potentially disruptive patent candidates in artificial intelligence

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE90WWVBSDgwWUtBY1BaRTBPZE9OS1BtNmJxSVZxV0o5VW45c0NLS0MwZVhBcGRRN2dZT01keDNiSHp4YXVrV1RFSk9NZXVTRGc1dVNuRzM0U3NHSzFEVlhR?oc=5" target="_blank">A CD index guided ensemble framework for screening potentially disruptive patent candidates in artificial intelligence</a>  <font color="#6f6f6f">Nature</font>

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A Coding Guide Implementing SHAP Explainability Workflows with Explainer Comparisons, Maskers, Interactions, Drift, and Black-Box Models
MarkTechPosttech

A Coding Guide Implementing SHAP Explainability Workflows with Explainer Comparisons, Maskers, Interactions, Drift, and Black-Box Models

<a href="https://news.google.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?oc=5" target="_blank">A Coding Guide Implementing SHAP Explainability Workflows with Explainer Comparisons, Maskers, Interactions, Drift, and Black-Box Models</a>  <font color="#6f6f6f">MarkTechPost</font>

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LLM-guided expert feature extraction with fusion-based complementary learning network for fish freshness classification using eye images
Naturegeneral

LLM-guided expert feature extraction with fusion-based complementary learning network for fish freshness classification using eye images

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5HX3E0bGZKWXlzZmtJT2k2bWc2X1N6SkZaQkpRU1RmWmVSUlo2LTU0azJ1c21vZ1EwWFZDZ1NId0VGLWNRYmRvQlZMQ0lmTkpLSHo4WjBzSHNIUmNwck9z?oc=5" target="_blank">LLM-guided expert feature extraction with fusion-based complementary learning network for fish freshness classification using eye images</a>  <font color="#6f6f6f">Nature</font>

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Accurate predictive model of band gap with selected important features based on explainable machine learning
Naturetech

Accurate predictive model of band gap with selected important features based on explainable machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1RT2E4QW1McWFPUGJwa2FFUS1NRnJPcWhVaThxRjhib2ctUkRjZDBRY0tJNW9xSzV1UGtBUnpUQmtXaUR1Umxacks3SlJPMXNtYk1wRzFFQUlGZWJHMTdV?oc=5" target="_blank">Accurate predictive model of band gap with selected important features based on explainable machine learning</a>  <font color="#6f6f6f">Nature</font>

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Feature Selection Guided Auto-Encoder
The Association for the Advancement of Artificial Intelligencepolitics

Feature Selection Guided Auto-Encoder

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9YWTdwc21Qd1V3SEpkUjdoWWx1Umg4Z1dNU25qUFp5akpJV1VVY1hFQ2x4VFk5czBQU1EwU215SktvYzQ4OVFvTmRpVGEtRlJqNnFjOWFkNHRZT21CdEVSeTUyUm0?oc=5" target="_blank">Feature Selection Guided Auto-Encoder</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Feature importance guided autoencoder for dimensionality reduction in intrusion detection systems
Naturegeneral

Feature importance guided autoencoder for dimensionality reduction in intrusion detection systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBGY0R5cjMwMjZLZnQxTm1Bb2pVSndNc1lnQ1hTRkgwWC1PeWRCV001LUlzSXU2aVpJZDZGbURZTkdPQjc3SWJPV1VkaXpPM1FVc0lVdV9EOUp3QmRHenNv?oc=5" target="_blank">Feature importance guided autoencoder for dimensionality reduction in intrusion detection systems</a>  <font color="#6f6f6f">Nature</font>

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Hybrid phenotype-guided modeling across algorithm–feature regimes with application to ICU mortality prediction for Acinetobacter baumannii
Naturegeneral

Hybrid phenotype-guided modeling across algorithm–feature regimes with application to ICU mortality prediction for Acinetobacter baumannii

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB1UmxjaEdxUUpGMGJfa1FfSEJXaWNDWThHbmc0ZmJkTUFVNG95cjRmQUNPMWR1MWU5SXNtdC1QOE01Q1FQU2VqVDFDZVJPSm9wQVdXcWI0WFpmLXJ0d1ZB?oc=5" target="_blank">Hybrid phenotype-guided modeling across algorithm–feature regimes with application to ICU mortality prediction for Acinetobacter baumannii</a>  <font color="#6f6f6f">Nature</font>

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Machine learning–guided Huanglian Jiedu decoction targets STING in periodontitis-induced Alzheimer’s Disease
Naturegeneral

Machine learning–guided Huanglian Jiedu decoction targets STING in periodontitis-induced Alzheimer’s Disease

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5PTlByUFh1aV9SN1RuWnRmcml3d0I4dG9fOThJNTBRT05tZ1lZeUxMOWk0bllwbEFRVXlZUzUyd3R3ZDhkNnAtd1FCNWxPOHhrQ1RHMndQVUZOTnVHQmsw?oc=5" target="_blank">Machine learning–guided Huanglian Jiedu decoction targets STING in periodontitis-induced Alzheimer’s Disease</a>  <font color="#6f6f6f">Nature</font>

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Entropy guided multi level feature fusion network for high precision content based image retrieval
Naturegeneral

Entropy guided multi level feature fusion network for high precision content based image retrieval

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1aazR1aExqbUVKWDE5d2FrU08wTG9BbFdfek11U0tOLXU3MmF3QkRBMWN4SzdWVTcybm1PZUoteVJ5MkhiSXNZS0RKR05xcDMtcEJFNU9tUDBBclpMUG9z?oc=5" target="_blank">Entropy guided multi level feature fusion network for high precision content based image retrieval</a>  <font color="#6f6f6f">Nature</font>

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Machine learning-guided design of energy-related catalysts from nanoparticles to single-atom sites
Naturegeneral

Machine learning-guided design of energy-related catalysts from nanoparticles to single-atom sites

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1udGh1ZEd1cDBFTmZwV1JSYU9ycGxPLXhEbjZkbUxpV2REWlRKNVRZVHBROElIT1dFb0ViWE1ia01TT1o0bUtGT1UtekZEOHBjZEhTaGhEWFRiRWl5YXBV?oc=5" target="_blank">Machine learning-guided design of energy-related catalysts from nanoparticles to single-atom sites</a>  <font color="#6f6f6f">Nature</font>

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Physics-guided explainable machine learning for multi-response modeling of electrochemical micro-machining using polymer graphite electrodes
Naturetech

Physics-guided explainable machine learning for multi-response modeling of electrochemical micro-machining using polymer graphite electrodes

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5qOWFyeE5aUy1NWnNYVG9HNERPdkg4MlBJdU91bmtTeXA2dVNqcE13N05pWTRrZmgyRVVnRlhGS0JFYWpWcV9ZZUpWN1pBMDcxeF8tX0JRNkx1cFotUHM4?oc=5" target="_blank">Physics-guided explainable machine learning for multi-response modeling of electrochemical micro-machining using polymer graphite electrodes</a>  <font color="#6f6f6f">Nature</font>

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Quantum-Inspired gravitationally guided particle swarm optimization for feature selection and classification
Naturepolitics

Quantum-Inspired gravitationally guided particle swarm optimization for feature selection and classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9hdFZzaXZKVTBmNkJIaThpZUdSV0RDUFNhUW1kQlcweFl2VGRZUE13NXVBUFZ3VkktRHBHVjNiT2U3RnVqejBQTEZLTlM0TVZMYUlodUppNnNjT24wdFZv?oc=5" target="_blank">Quantum-Inspired gravitationally guided particle swarm optimization for feature selection and classification</a>  <font color="#6f6f6f">Nature</font>

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Large scale compound selection guided by cell painting reveals activity cliffs and functional relationships
Naturetech

Large scale compound selection guided by cell painting reveals activity cliffs and functional relationships

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9VZ3FUNklIcjZsWTc2MVkzVHE2c19jdWtHM0lDSWVJRGx2Q2FlRDNtdjk4YzhQN1FMbEI4NXJNdWpfcWlyWWRSYl8yS0lDVnEwbGZENzBDbm5tTXpMeGhZ?oc=5" target="_blank">Large scale compound selection guided by cell painting reveals activity cliffs and functional relationships</a>  <font color="#6f6f6f">Nature</font>

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Universal attention guided adversarial defense using feature pyramid and non-local mechanisms
Natureworld

Universal attention guided adversarial defense using feature pyramid and non-local mechanisms

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBWSjBSRjlsM3hvS2xWMmdDMkt0bXJPRlJLaEcxV1BNdE9EZC0xNG84bmRvZ2ctZmhGS09NMnFSenFkTzFSd0xZTzMyYnBjS210aVFzMWIyX01LSnRMQllz?oc=5" target="_blank">Universal attention guided adversarial defense using feature pyramid and non-local mechanisms</a>  <font color="#6f6f6f">Nature</font>

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A novel two-stage feature selection method based on random forest and improved genetic algorithm for enhancing classification in machine learning
Naturepolitics

A novel two-stage feature selection method based on random forest and improved genetic algorithm for enhancing classification in machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0wcndKaldHQU5XRU5lTkVvYmh6cU1Cd2daVmFmV09MY2NtOExldW1tR3lwX1BxMktmb2diZm5fYWYxanZVQ2NpZEhKTHRjVXNMbUhNalc5cngzcV9nVjlR?oc=5" target="_blank">A novel two-stage feature selection method based on random forest and improved genetic algorithm for enhancing classification in machine learning</a>  <font color="#6f6f6f">Nature</font>

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Fuzzy min–max dual motif-guided heterogeneous Dandelion graph multi-scale residual attention network for healthcare AI misclassification reduction
Naturetech

Fuzzy min–max dual motif-guided heterogeneous Dandelion graph multi-scale residual attention network for healthcare AI misclassification reduction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBLNlNqR2VJMDNNb0VfMHBpc1pWSWczS2hZLURDSnRtQWRuZWRhYkl0WWM5Q0Y2UUdDbC1zc3FNQWVrVWV0dFBBMVJwZ3pkbkxqNmloZ1VVZTFfRjJzc2ZF?oc=5" target="_blank">Fuzzy min–max dual motif-guided heterogeneous Dandelion graph multi-scale residual attention network for healthcare AI misclassification reduction</a>  <font color="#6f6f6f">Nature</font>

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Open chromatin-guided interpretable machine learning reveals cancer-specific chromatin features in cell-free DNA
Naturegeneral

Open chromatin-guided interpretable machine learning reveals cancer-specific chromatin features in cell-free DNA

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9RVElWM0o5X2RMbF8tWUNib0RsWDhjOHkySnVVcVRiZmxjeVREWjlNOGlvVDZoV2pPUndkdWwtdlgydGhNRGtKY3E4N1J6djJBQzFya2N5bDBIWnY4REd3?oc=5" target="_blank">Open chromatin-guided interpretable machine learning reveals cancer-specific chromatin features in cell-free DNA</a>  <font color="#6f6f6f">Nature</font>

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MCoGCN-motif high-order feature-guided embedding learning framework for social link prediction
Naturegeneral

MCoGCN-motif high-order feature-guided embedding learning framework for social link prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5ieUgzT1RROXo4blBvX0xkNE5YZTBjUTBseVhPbmptYnZSYnVrQ1R4U3kwNmdNZDdXRG9qdjBxMlBwVENOLWVhLTRpZXBNcjJ1VTV5bnNjY2w1RkpJeU1V?oc=5" target="_blank">MCoGCN-motif high-order feature-guided embedding learning framework for social link prediction</a>  <font color="#6f6f6f">Nature</font>

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Practical guide to SHAP analysis: Explaining supervised machine learning model predictions in drug development
Wiley & Sonstech

Practical guide to SHAP analysis: Explaining supervised machine learning model predictions in drug development

<a href="https://news.google.com/rss/articles/CBMia0FVX3lxTE0tdEV6M2gwY3JxX2s3RGN6R0k3N2dwZTZzazcyV2R3ejhnQjRMU2xtQVNpMlVPc1JwM19tVnpXSklEQlYzN3RIb29WSzU2VTdYQ1pLMTRxSHhBaVpMc3l5dTFYa29BLXFRbmRR?oc=5" target="_blank">Practical guide to SHAP analysis: Explaining supervised machine learning model predictions in drug development</a>  <font color="#6f6f6f">Wiley & Sons</font>

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Octahedral-motif-guided design of optoelectronic semiconductors via interpretable machine learning
Naturegeneral

Octahedral-motif-guided design of optoelectronic semiconductors via interpretable machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1Fc0dBeGJUSVI4eXVVVUZxZ3RGQkhXajhsZTJ0Nk1zd2ZRaFNrYnEtaTRCbTZaeXE3LWhQOGRtczN3eUphY0tTc3lzOFpnTlg2SFlpVzBEckFXOTQ3Nllj?oc=5" target="_blank">Octahedral-motif-guided design of optoelectronic semiconductors via interpretable machine learning</a>  <font color="#6f6f6f">Nature</font>

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Adaptive expert-guided deep imbalanced regression for global PM2.5 forecasting with temporal convolutional networks and GEOS-FP inputs
Naturegeneral

Adaptive expert-guided deep imbalanced regression for global PM2.5 forecasting with temporal convolutional networks and GEOS-FP inputs

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE10SkNuejVja0YzWXE3UGNBZlZ1bTNmU3NvQkZlTXE3eUVtckJ3M1Rzanc1VGtOT2pVSlhJam0wZUhPc0kzUjkxT0V3UzlTUW5rNmI5XzZjVFNfcVpzclhN?oc=5" target="_blank">Adaptive expert-guided deep imbalanced regression for global PM2.5 forecasting with temporal convolutional networks and GEOS-FP inputs</a>  <font color="#6f6f6f">Nature</font>

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A Beginner’s Guide to Explainable AI and Its Role in Building Trust in AI Systems
Courseratech

A Beginner’s Guide to Explainable AI and Its Role in Building Trust in AI Systems

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE9PcnVMRVppUDd4dXNjWngxbDRVMkxPUW5mcWhYMkV5MlZFX00wTmVRaUVHS3pMNV9kZklmMDJkTGFXSzBxeVRZWFpuMDV3T2Rsd2hiV3dJc3NiNlN6?oc=5" target="_blank">A Beginner’s Guide to Explainable AI and Its Role in Building Trust in AI Systems</a>  <font color="#6f6f6f">Coursera</font>

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Machine-learning–guided transcriptomic integration identifies GFM1 as a lactylation-related candidate biomarker in aortic dissection
Naturegeneral

Machine-learning–guided transcriptomic integration identifies GFM1 as a lactylation-related candidate biomarker in aortic dissection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8xdExiZTROckd2MjN3UmhvS1lRTzhtVmNPMjJNVTRacURkc3BZSWw5VEF3b1p2TFQxUUV3ZmFnMmZBQTlwV1ZnRkFnT24ycDAwMUFDVklHY01UYlNjZGhN?oc=5" target="_blank">Machine-learning–guided transcriptomic integration identifies GFM1 as a lactylation-related candidate biomarker in aortic dissection</a>  <font color="#6f6f6f">Nature</font>

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Machine Learning: Your Ultimate Feature Selection Guide Part 1 - Filter the Most
HackerNoonpolitics

Machine Learning: Your Ultimate Feature Selection Guide Part 1 - Filter the Most

<a href="https://news.google.com/rss/articles/CBMimAFBVV95cUxNRG8zb1V2THlpRDBPcmU4LS1kekx0QUlzaDhGNW1SVGw2QUR3Z3lJWGhLQ01OWFJDWjM4eDRid1hnMm1qTkxGZ0xDbENDUDQ5ekFxYmhyeXFHSnZUUm11RzF3LW5VSVBGNElIUWQ4a3VxUFFySE4wbWd1OE1SeEtnZE5qTXZtNEQxX0VRTkNxUFRKeXRRRGdybw?oc=5" target="_blank">Machine Learning: Your Ultimate Feature Selection Guide Part 1 - Filter the Most</a>  <font color="#6f6f6f">HackerNoon</font>

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Train, Inform, Borrow, or Combine? Approaches to Process-Guided Deep Learning for Groundwater-Influenced Stream Temperature Prediction
AGU Publicationstech

Train, Inform, Borrow, or Combine? Approaches to Process-Guided Deep Learning for Groundwater-Influenced Stream Temperature Prediction

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTFBqU2EtaVVGLUxYNkZGdDlVam4tVFVtUEszWDBUSm5vQ1VtaklhTEs5UXRKSGRKZGVwa20tNXVyVEFiMk04X1N0RVRYUFpoU2loUUxoVWhDYTdtZmZuaE5hODUwVUdibThCbzJVOE9oYUpnWWNHTWltUQ?oc=5" target="_blank">Train, Inform, Borrow, or Combine? Approaches to Process-Guided Deep Learning for Groundwater-Influenced Stream Temperature Prediction</a>  <font color="#6f6f6f">AGU Publications</font>

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Edge-guided multi-scale adaptive feature fusion network for liver tumor segmentation
Naturegeneral

Edge-guided multi-scale adaptive feature fusion network for liver tumor segmentation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFAxTVRxUERlWWw3MFppNGhmSjRBdGlDenpUeTlBODNoWnNmcFM1bUwwR1cxcDBjT09RSzRKRTRRSGFFWVRnaHFNMVB1REVHdE44SnRCLVE2bURiamdfdlRv?oc=5" target="_blank">Edge-guided multi-scale adaptive feature fusion network for liver tumor segmentation</a>  <font color="#6f6f6f">Nature</font>

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Superpixel guided spectral-spatial feature extraction and weighted feature fusion for hyperspectral image classification with limited training samples
Naturetech

Superpixel guided spectral-spatial feature extraction and weighted feature fusion for hyperspectral image classification with limited training samples

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE91dEVOVXVvLTFNd0x2NVJUZldWbU5UWGlQT2NHN1EwMzBnZ0lXdDlOTlBBc005N0JuQU1rMEZ5djFXbEtLbU1jaXJKWEZZcUFObUtsMW1CSGxxcHhYN0Zn?oc=5" target="_blank">Superpixel guided spectral-spatial feature extraction and weighted feature fusion for hyperspectral image classification with limited training samples</a>  <font color="#6f6f6f">Nature</font>

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Prediction of cellular morphology changes under perturbations with a transcriptome-guided diffusion model
Natureworld

Prediction of cellular morphology changes under perturbations with a transcriptome-guided diffusion model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1iUmtRMDFPUllVRTlVNlFzWGxHbE52YUZsSHpCZGRyenY2LVZnbThYTDhBcUhIcENTS1dJNThEWlhjQ2ZwYU9ZNzhZbDdXNEpqSEtmdVZCOTNEUTZVSXBn?oc=5" target="_blank">Prediction of cellular morphology changes under perturbations with a transcriptome-guided diffusion model</a>  <font color="#6f6f6f">Nature</font>

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"Feature importance guided" — Live Google News Trends & Headlines