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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Explainability in machine" (30 stories)

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Explainable AI needs formalization
Lead StoryNaturetech
Apr 8

Explainable AI needs formalization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBhRkRRdkNSREtDS2dubnc5ZkpmTHNVQVdQVENyMG5ITm00ZVo2UE1JOG1nSFIzZlpGeWhjemVBeWl4dXdsOXdSZmhOOEpEc29ZQ3NLZm1tRUwzM3pUQU9r?oc=5" target="_blank">Explainable AI needs formalization</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Explainability in machine"

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

29 stories displayed
Explainability in machine learning: do popular methods deliver on their promises?
Bank Undergroundtech

Explainability in machine learning: do popular methods deliver on their promises?

<a href="https://news.google.com/rss/articles/CBMivgFBVV95cUxNeXNaVjk0MUl2UUhqVkdlOEpLZGxtd1ZOZEp6LWU2ai1LZFhsT2g0LXJkYVROTUl2UjVVSmNXS3kwb1B5N3c2Y0ZQejlPcUdvekVrU1FCRjhfcE5aSWZjWEctOGFnVWRScnR1bXVLcXJHZU52NS1HaExoejlOeXQtTXdodTlySEdMb1Nha1poZkdOMjBLZjEyWUtXeUVwcmRkZk9URDczMU56S25mdU1YX1JhX0t4RzdybHlSUDhn?oc=5" target="_blank">Explainability in machine learning: do popular methods deliver on their promises?</a>  <font color="#6f6f6f">Bank Underground</font>

An explainable machine learning framework for cardiovascular risk prediction using structured health data
Frontierstech

An explainable machine learning framework for cardiovascular risk prediction using structured health data

<a href="https://news.google.com/rss/articles/CBMiogFBVV95cUxOQVpWZ3lnYXZxRlU2bEYyX1hMQXJDY2p0NkhqWWtCdlN3SloxOTM4QkpsLVBISm44UzZuYlN0RlI2WUw2aWJ1bDN3R05qRDFYTjc5TTlwU1ZSLUVxWFhXaktkMDNvMVVneHVDNnpfVTBYYUQxdkUwZUkwdFhBOElySktsTTlhaUlJeW9jZ3pQRnJTbWdzRXZNQUU2LUM0dExYS2c?oc=5" target="_blank">An explainable machine learning framework for cardiovascular risk prediction using structured health data</a>  <font color="#6f6f6f">Frontiers</font>

Explainable AI: learning from the learners
Naturetech

Explainable AI: learning from the learners

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0yaHU0dV9aUHQzT3ZQbXZSbm5mMmtFUHp0VnJJcmpNUGtEQzgxV1pqNmwyaXp6UjRpVmZZTG5KSTBVdnBYMkQ3clVtTlhKTEhLSWZUeHBmTGdPeXh0VE5z?oc=5" target="_blank">Explainable AI: learning from the learners</a>  <font color="#6f6f6f">Nature</font>

An explainable ensemble machine learning model using baseline blood transcriptomics to predict Parkinson's disease motor progression
Frontierstech

An explainable ensemble machine learning model using baseline blood transcriptomics to predict Parkinson's disease motor progression

<a href="https://news.google.com/rss/articles/CBMilwFBVV95cUxQUnFXd1dCcGk0aHA4M3dZd01LUlktbXhBRmEzbE1SUzg5Qlo0WTFhSUN1aG81YnE1Y1puSFpuQ2t0c05oa2FxVDRJbTRJTGk2dURWUnVsRkM4aW9xRGFXV25BM2RhZ1N5a3NmT2VtRWlzczVLSFNCdzRVWV9GU2lpY1ZXMzJ5T1JzX2Vfbms0dnhIenhLQzRr?oc=5" target="_blank">An explainable ensemble machine learning model using baseline blood transcriptomics to predict Parkinson's disease motor progression</a>  <font color="#6f6f6f">Frontiers</font>

An explainable AI framework integrating machine and deep learning models for multi-species DNA functional group classification
Naturetech

An explainable AI framework integrating machine and deep learning models for multi-species DNA functional group classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE52WnlUa2Q3Qnh4ZnRWSXZzNkNPcGJFR095NDU0b1JvLWRxNzRBMk9WNFY1TFJXODdJMG5ER21VNjRMeWRzYWRtUVg2V3RMUDB5cnI2ek1PVlRrdFluZTVR?oc=5" target="_blank">An explainable AI framework integrating machine and deep learning models for multi-species DNA functional group classification</a>  <font color="#6f6f6f">Nature</font>

An explainable machine learning framework for academic stress classification among university students: a comparative multi-dataset study with ablation analysis and statistical significance testing
Frontierstech

An explainable machine learning framework for academic stress classification among university students: a comparative multi-dataset study with ablation analysis and statistical significance testing

<a href="https://news.google.com/rss/articles/CBMimgFBVV95cUxQdzl3MG5CNGlwckZJNWNVOHNxamo1TWZGODBCYmdBZGNPSEdiVTBOWlZUYnN5eklRemtEQk9aTlJsbDZNSDRQSER3MGpqQVp1eUpCNk16YXVTb2tCdjdkYTVISUd5SWRGQ1B6RXI3Wk5LTEg5MVd0Y3NreVNTdThtQVByVjVodG5UT0VPUnFaX21HU2ZBdFdfcmZ3?oc=5" target="_blank">An explainable machine learning framework for academic stress classification among university students: a comparative multi-dataset study with ablation analysis and statistical significance testing</a>  <font color="#6f6f6f">Frontiers</font>

Comprehensive benchmarking and explainable machine learning analysis of EEG imagery activity recognition
Naturetech

Comprehensive benchmarking and explainable machine learning analysis of EEG imagery activity recognition

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5xdEtiblc1REVFRkg0cnRtUFZMeVFtOEdYNVJIN09wbTlYRFNwdDlJYXFhaDAwN2VmMXlCZi1FOURNQVVLY09jU0JLVDFFVXR6RnpPbE0xYmJiYXY3ODYw?oc=5" target="_blank">Comprehensive benchmarking and explainable machine learning analysis of EEG imagery activity recognition</a>  <font color="#6f6f6f">Nature</font>

An explainable machine learning framework for analyzing and predicting mental health problems among university students in Bangladesh
Naturetech

An explainable machine learning framework for analyzing and predicting mental health problems among university students in Bangladesh

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE84TkJRUHdHOFRGMEpiR0NhYzUzeXd1RXMxYS12VTJBTC1MbEhlUDlSZ0Q4Y1dDRmNGOWIwcFpxTlRNTmZsSWowb1hvUDU2aWlNSlBLNjNESjYyaVFFR05B?oc=5" target="_blank">An explainable machine learning framework for analyzing and predicting mental health problems among university students in Bangladesh</a>  <font color="#6f6f6f">Nature</font>

Oxide-informed explainable machine learning with uncertainty quantification for compressive strength prediction of SCM-blended pervious concrete
Naturetech

Oxide-informed explainable machine learning with uncertainty quantification for compressive strength prediction of SCM-blended pervious concrete

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBneGFhUkZ6TmsyOGc4QkNjNnJMX3hYV3hvX285NGFSVjJXY3ZOdnhhVFd1TVRZWTk1T1Q1TlVKZlVjMnA5aGljNFBocFVYMGo3WGlWSTA3QWRaTHU2SWdr?oc=5" target="_blank">Oxide-informed explainable machine learning with uncertainty quantification for compressive strength prediction of SCM-blended pervious concrete</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning with bayesian hyper-optimization for predicting cognitive impairment from longitudinal nursing home data
Naturetech

Explainable machine learning with bayesian hyper-optimization for predicting cognitive impairment from longitudinal nursing home data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5LT2E3V2xDWEZxelB0clFMUm9ZUGFrSXNGMUt0N0xQVkZuQ0FTTWhCc090VkJUdXQxYVVhSEExdnEzd3VNUkpXRUVvN3BSdHkyMWJBamdkYzNzYzJObFBZ?oc=5" target="_blank">Explainable machine learning with bayesian hyper-optimization for predicting cognitive impairment from longitudinal nursing home data</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning differentiates necrotizing fasciitis and osteomyelitis via routine blood biomarkers
Naturetech

Explainable machine learning differentiates necrotizing fasciitis and osteomyelitis via routine blood biomarkers

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ab2FTUnZjZy1JTXZndkF1WHJUOXBua2RDemVrV1Q3Q3FMUGQ3OU8wblpReE1sU3o5S1BKOFVrdnB3YkQzR18zSkctakhEQ3ZaR2V6MkZ2dlVzUUFad1pZ?oc=5" target="_blank">Explainable machine learning differentiates necrotizing fasciitis and osteomyelitis via routine blood biomarkers</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning identifies features and thresholds predictive of immunotherapy response
Naturetech

Explainable machine learning identifies features and thresholds predictive of immunotherapy response

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9LTzlxaUVmeV80LXVrOHpEQkpBVWtlUnE0TF9KUkh0ZFBjMjJLbi1MNURLLWNaS3ZGRXVqYkFIY2MtNzlCWjNwRzVZZm5HU1VleDljZzVUWVRRMDcyZ3Vv?oc=5" target="_blank">Explainable machine learning identifies features and thresholds predictive of immunotherapy response</a>  <font color="#6f6f6f">Nature</font>

Innovative sustainable concrete with waste glass materials: an explainable machine learning for compressive strength prediction
Naturetech

Innovative sustainable concrete with waste glass materials: an explainable machine learning for compressive strength prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE52M1Nta0FoQnJBV2dnTzdBUkx5eDd6bVQyTWpHb3dsSHN6b1dFUlozaVNyaTRVck82VlBMVWxvWUN1U3k2YVI3T0ZmSGFEXzlOZkdSRkhsWk5OWTJuemVZ?oc=5" target="_blank">Innovative sustainable concrete with waste glass materials: an explainable machine learning for compressive strength prediction</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning for incipient anomaly detection in compact molten salt heat exchanger with overlapping feature distributions | Scientific Reports
Naturetech

Explainable machine learning for incipient anomaly detection in compact molten salt heat exchanger with overlapping feature distributions | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBfLVp6NVM2ZUNWM3N6NmphME1Ya3IzcE5HSUlkZ05TTzh1T0RlZ3U3dmJ0aXp5ZVBOTFVvd0kwT0hGOWlWMmpMaWg0UWlNSFZVQ1RIeHpEZXJXVlFpQ2tR?oc=5" target="_blank">Explainable machine learning for incipient anomaly detection in compact molten salt heat exchanger with overlapping feature distributions | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Uncovering subgroup heterogeneity in dyslexia intervention outcomes using explainable machine learning
Naturetech

Uncovering subgroup heterogeneity in dyslexia intervention outcomes using explainable machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9YbFJsaENYU0l4aUpBMzgtVGlneVFYZW5LLUNqa0NhNkFSS0tBZ18wcGRWb2R5WEpmRGd4VjN2ekI4Ylo0SGJfb1VJbUI0bnpSNW5QaVZxeFJSU2dZVVRB?oc=5" target="_blank">Uncovering subgroup heterogeneity in dyslexia intervention outcomes using explainable machine learning</a>  <font color="#6f6f6f">Nature</font>

Compressive strength prediction of coconut fiber reinforced concrete using PSO optimized explainable machine learning
Naturetech

Compressive strength prediction of coconut fiber reinforced concrete using PSO optimized explainable machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE81QTJPUk1OY01zUkk4QURuXzZEUG5LX2MzN2pWcEJFRHVlZkZRMDBfRVRLN01iZUYtRDZlVjZQTDZWT0pxSWRoYU40ck4tODFSNTlna2Z6cGFRQ09ybzgw?oc=5" target="_blank">Compressive strength prediction of coconut fiber reinforced concrete using PSO optimized explainable machine learning</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning for long-term cardiovascular disease risk prediction in Chinese middle-aged and older adults: a 9-year longitudinal cohort study with web-based risk calculator
Naturetech

Explainable machine learning for long-term cardiovascular disease risk prediction in Chinese middle-aged and older adults: a 9-year longitudinal cohort study with web-based risk calculator

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ubmMycUNVRGptYWdCWDZQREszU3UzTkxMWmtERGp3SWxRcnRLZjRqVldrVWhPYXl2MXdrY09Cdm1VM0VFbURMZXFUbEtiTkNuUG1pWUxmbGoyak1BS0dV?oc=5" target="_blank">Explainable machine learning for long-term cardiovascular disease risk prediction in Chinese middle-aged and older adults: a 9-year longitudinal cohort study with web-based risk calculator</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning based optimization of strength, durability, and carbon efficiency of fly ash–GGBS geopolymer concrete
Naturetech

Explainable machine learning based optimization of strength, durability, and carbon efficiency of fly ash–GGBS geopolymer concrete

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ScGF5bEk1MTJETXgtaFl0LUFJQ0tKYjRXVWIxeUxvVVhGZllsRDJSdG9WaGZCVERmRVpDSTJzenVabGJXTEM0RW9SdWdVNDBuLVFKNDZMVmJvVmhDZ0lz?oc=5" target="_blank">Explainable machine learning based optimization of strength, durability, and carbon efficiency of fly ash–GGBS geopolymer concrete</a>  <font color="#6f6f6f">Nature</font>

Detection of disturbances and cyber-attacks in smart grids using explainable machine learning | Scientific Reports
Naturetech

Detection of disturbances and cyber-attacks in smart grids using explainable machine learning | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBvTGN0X0ptQXFrUF9PQU4tdEx5VUZVc1dfd0htM0dKRUhydk5pRWVmWGFjZlVKNDctRlJMVUROZUw4QzRNN2thLUthdGNveUZNYkRCbXhBd2R3b1dqMU9n?oc=5" target="_blank">Detection of disturbances and cyber-attacks in smart grids using explainable machine learning | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning of the MCP dark count observed by Earth-orbiting space telescope
Frontierstech

Explainable machine learning of the MCP dark count observed by Earth-orbiting space telescope

<a href="https://news.google.com/rss/articles/CBMiqgFBVV95cUxQMnNTeC1rMk1vb2xjbDRybmdPQXg4MG5FZ0xzTzBaUjRuYXhnOG9saVdIZ0Iya1JZY1pZRm4zQjNKTkdhRUtQQnJjdW1jbFpkWGVtbnc5d0RFUkhYVktzUXR2R1lzSTlSSE1zalhfQ0ZtSXh0NXVydUJaakNuWDB1akFGRjl6aURWajZDZlY5TE9uUnFQUXpVaDlnX05NZ1UtYk5QZTRpZTk5UQ?oc=5" target="_blank">Explainable machine learning of the MCP dark count observed by Earth-orbiting space telescope</a>  <font color="#6f6f6f">Frontiers</font>

Leveraging molecular descriptors and explainable machine learning for monomer conversion prediction in photoinduced electron transfer-reversible addition-fragmentation chain transfer polymerization
Naturetech

Leveraging molecular descriptors and explainable machine learning for monomer conversion prediction in photoinduced electron transfer-reversible addition-fragmentation chain transfer polymerization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9sdUYzQzlJVEh2V2l5bFFLaUp1UzJFa2JGelZZSTRaWmhjTDZvT3R3WTlxbkh3a0dzREtuVkZCVUQ0ZUUwMnlSSFkzdHN6ZERtdWRSUWlLS2hmZG9OVUY0?oc=5" target="_blank">Leveraging molecular descriptors and explainable machine learning for monomer conversion prediction in photoinduced electron transfer-reversible addition-fragmentation chain transfer polymerization</a>  <font color="#6f6f6f">Nature</font>

Integrated pixel-wise remote sensing and explainable machine learning for natural hydrogen exploration in southeastern part of Pricaspian Basin, Western Kazakhstan
Naturetech

Integrated pixel-wise remote sensing and explainable machine learning for natural hydrogen exploration in southeastern part of Pricaspian Basin, Western Kazakhstan

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1mYkEzVzJoR1M0SHhwc3NKS1BWcy1tbHo1dTdSTXFTdDhIS1VZSjhZRVdpRkQ5NUZIa09qczJJX2N0TnFRa1hlMVVKMkw4cFpfY09JRFRiT1lXSU1BeGNJ?oc=5" target="_blank">Integrated pixel-wise remote sensing and explainable machine learning for natural hydrogen exploration in southeastern part of Pricaspian Basin, Western Kazakhstan</a>  <font color="#6f6f6f">Nature</font>

Human-centered evaluation of statistical parametric mapping and explainable machine learning for outlier detection in plantar pressure data
Naturetech

Human-centered evaluation of statistical parametric mapping and explainable machine learning for outlier detection in plantar pressure data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9qcjRTNERhcTZObXNOZFhYZmY2Z0xnSU44VEJvdGdtU0ZaWU5VWHY3a2d4WHRIQkJxSlJ2QVd6VDVVam8tRmpqb0k4aXpqNU1td3o5SUhVNi1lSjUxM1VZ?oc=5" target="_blank">Human-centered evaluation of statistical parametric mapping and explainable machine learning for outlier detection in plantar pressure data</a>  <font color="#6f6f6f">Nature</font>

Advanced and explainable machine learning model for prediction of surface roughness of tempered steel AISI 1060
Naturetech

Advanced and explainable machine learning model for prediction of surface roughness of tempered steel AISI 1060

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9hMURYenNBUTNTd1U2dEtyNHNqcEVfRGh4OWVQcW9fTFFKUldTcHpmZmIzSmJWTUt0QXdDQ2lNbEJCRVdOT0NnUXZWTGtrb3M2Sjk2X3J0YmFqRFNWcGJz?oc=5" target="_blank">Advanced and explainable machine learning model for prediction of surface roughness of tempered steel AISI 1060</a>  <font color="#6f6f6f">Nature</font>

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>

Explainable machine learning with routine biomarkers identifies culture-defined bacteremic urosepsis
Naturetech

Explainable machine learning with routine biomarkers identifies culture-defined bacteremic urosepsis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9yR3AtMEdCM3czY1JLU2xEYktPT2hndGdySmJTZWs2WktWc0dzaTBwVURENWQ5ZnFpMWd3ZGRvbk45MU9FaGNaeGZGZ0FELV9IeXBodzc4bjA0NERldW5R?oc=5" target="_blank">Explainable machine learning with routine biomarkers identifies culture-defined bacteremic urosepsis</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning using EMG and accelerometer sensor data quantifies surgical skill and identifies biomarkers of expertise
Naturetech

Explainable machine learning using EMG and accelerometer sensor data quantifies surgical skill and identifies biomarkers of expertise

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBnYzlCLTNBSU1VdE9ZSU1BVGRTb2VuSERudEI5UkplbDNONmE2ZHNCUUxJZnc0ZXpaeHdqNHp6Z3NfMS1xVjlyMndlV0h5Z3U4SFpLUnBoWjFsQkRGQWFR?oc=5" target="_blank">Explainable machine learning using EMG and accelerometer sensor data quantifies surgical skill and identifies biomarkers of expertise</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning methods for predicting electricity consumption in a long distance crude oil pipeline
Naturetech

Explainable machine learning methods for predicting electricity consumption in a long distance crude oil pipeline

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9fU1dZRjgyRGZhRlNUd05kTGhSVXdpazVJeHBFNUs5OU5BUEM3SVgwc3c1cFFvMmdxRUk1N19hdjRSQ1BPRklfdW9YZC1RcmJrVy1PNGszczVzQnd6VVpj?oc=5" target="_blank">Explainable machine learning methods for predicting electricity consumption in a long distance crude oil pipeline</a>  <font color="#6f6f6f">Nature</font>

Explainable machine learning-based classification of traditional Korean ceramics using XRF chemical composition data
Naturetech

Explainable machine learning-based classification of traditional Korean ceramics using XRF chemical composition data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9GaHJWVzVKaVRydXhzTTlNdWJtYkVPUEs2S1FHcWVSTW9iZWVuM2c3TGNSOUdGV3FTbE85N1FNY3k5UUdfXzFuSTBsUXVxcUpOc0VaZjV5T2lUYkxPZmZn?oc=5" target="_blank">Explainable machine learning-based classification of traditional Korean ceramics using XRF chemical composition data</a>  <font color="#6f6f6f">Nature</font>

"Explainability in machine" — Live Google News Trends & Headlines