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Predictifs
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50 documents available in our comprehensive collection of Predictifs resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Comparison of Predictors of Response to SSRIs in Patients with Depressive Disorder (5582_cz_Bares-JNMD 2017.pdf)
158 KBEN 9 pages
This study aimed to identify predictors of response to SSRI treatment in depressive patients, finding that a specific reduction in MADRS score at week 2 (RM ≥20% W2) had the highest predictive value, with an AUC of 0.83. Only 55% of patients responded to SSRIs, highlighting the...
Dropout Prediction (WEPOD poster AES 2013.pdf)
690 KBEN 1 page
Less than 87% adherence with tracking daily data may be a useful measure for predicting early drop-outs in a prospective study, as the 9 subjects with less...
Model Predictive Traffic (12_033.pdf)
366 KBEN 8 pages
Model predictive control of traffic networks using the link transmission model (LTM) is considered, with the LTM providing fast and accurate predictions.
Ovulation Prediction (Papaioannou-et-al-2012-Ovulation-Assessment-and-Fertile-Period-Prediction.pdf)
349 KBEN 1 page
Ovusense, a portable computerized vaginal temperature analysis system, accurately predicts ovulation and fertile periods, outperforming oral temperature...
RSA Predictions (12900_2009_271_MOESM4_ESM.pdf)
25 KBPT 1 page
Valores de RSA previstos variam de 0 a 1, com diferentes porcentagens de resíduos (All, 80%, 75%, 50%, 25%) e frações, enquanto o número de resíduos varia de 0...
Fault Prediction (6504-English-TarjomeFa.pdf)
1 MBEN 5 pages
Researchers applied a Quad Tree-based K-Means clustering algorithm for software fault prediction, using Quad Trees to find initial cluster centers and varying...
Prediction Markets (PredictionMarketsforBPP.pdf)
469 KBEN 9 pages
The Melbourne Review discusses prediction markets for business and public policy. Authors Andrew Leigh and Justin Wolfers explore their potential as a forecasting tool. Google's use of internal prediction markets is cited as a successful example.
Hydroclimatic Predictors (Development and Application of Downscaled Hydroclimatic Predictor Variables.pdf)
18.69 MBEN 93 pages
The PIER Program's White Paper discusses downscaled hydroclimatic predictor variables for climate vulnerability studies. It was prepared by the University of California, Davis, for the California Energy Commission. Published in July 2012 as CEC-500-2012-010.
Predicting Actions (CBMMMemo038.pdf)
1.43 MBEN 18 pages
Humans efficiently process others' movements in real-time to predict intended goals, using subtle preparatory movements to anticipate actions, with reaction...
Polarizability Prediction (thesis.pdf)
1.77 MBEN 82 pages
Polarizability is used as a single parameter to predict the octanol-water partitioning coefficient and bioconcentration factor for persistent organic...
Yield Prediction (2-dunn_king_valley220616.pdf)
1.42 MBEN 34 pages
Yield prediction remains a challenge, with growers' forecasts often inaccurate as they fail to adjust for deviations in production, despite having a good sense...
Model Predictive Control (99_10.pdf)
324 KBEN 17 pages
Model predictive control (MPC) is extended to max-plus-linear discrete-event systems, which can be described by models linear in the max-plus algebra.
Core Loss Prediction (2012-apec-133-overview-core-loss-prediction-and-measurement-techniques-non-sinusoidal-waveforms.pdf)
353 KBEN 24 pages
Core loss prediction models for non-sinusoidal waveforms include MSE, GSE, NSE, EGSE, iGSE, i2GSE, WCSE, CWH, and FHM, which improve upon the Steinmetz...
Pause Prediction Model (201603_NLP_Nguyen_1.paper.pdf)
715 KBEN 4 pages
A joint model for pause prediction and dependency parsing using latent variables is proposed, which exceeds all baselines and achieves an 11.6% absolute...
Pitchbook predicts (PitchBook_2020_Venture_Capital_Outlook.pdf)
549 KBEN 19 pages
The 2020 Venture Capital Outlook predicts several trends, including:
1.
Soil Carbon Prediction (soil-8-587-2022.pdf)
18.03 MBEN 18 pages
Machine learning algorithms were applied to predict organic carbon in German agricultural topsoil, with support vector machine for regression (SVR) performing...
Soil Cleaning Prediction (34_Joppa_Prediction-of-Cleaning-by-Means-of-Computational.pdf)
1.04 MBEN 8 pages
The cleaning behavior of a pre-wetted soil is studied experimentally and modelled numerically for plane channel flow, with pre-wetting applied for a few...
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Bronze Prediction task.pdf (bronze-prediction-task.pdf)
0 KBEN
Document de 1 page. Bronze Prediction task.pdf
Mexican Semaphore Prediction (restmex-paper17.pdf)
1.02 MBEN 7 pages
Researchers propose a method to predict the Mexican Epidemiological Semaphore color from online news using Mutual Information features, aiming to determine the...
Shear Failure Prediction (29.pdf)
1.08 MBEN 8 pages
A large beam tested at Toronto University was simulated using a nonlinear finite element code, with the entry chosen as the overall winner of the prediction...
Pneumonia Risk Prediction (KDD2015FinalDraftIntelligibleModels4HealthCare_igt143e-caruanaA.pdf)
952 KBEN 10 pages
Researchers present two case studies using generalized additive models with pairwise interactions (GA2Ms) to predict pneumonia risk and hospital 30-day...
Boron Carbides Prediction (c9nr02681a1.pdf)
2.08 MBEN 9 pages
Two-dimensional semiconducting boron carbides are predicted.
B4C3 monolayer exhibits unique structural details.
Its properties are analyzed in the study.
Model Predictive Control (08_011.pdf)
277 KBEN 7 pages
Model predictive control is proposed for intelligent speed adaptation in intelligent vehicle highway systems, where automated vehicles communicate with each...
Predicting Native Language (P17-1050.pdf)
300 KBEN 11 pages
Researchers presented a novel methodology for studying the role of a speaker's first language in second language acquisition by analyzing eye-movement patterns...
Sales Prediction Model (F99160511622.pdf)
368 KBEN 7 pages
A machine learning approach is proposed for a Big-Mart sales prediction framework, utilizing algorithms such as GLL, GBT, and Decision Trees to identify a...
Front Crash Prediction (front_crash_ml.pdf)
3.91 MBEN 23 pages
Machine Learning is used to predict front crash responses in vehicle development, allowing for "what-if" studies without requiring full finite element...
PASS Prediction Tool (PASS-PharmaExpert-Info-2011.pdf)
853 KBEN 17 pages
PASS predicts 4,366 kinds of biological activity with 95% accuracy, using a training set of 250,407 biologically active substances, and describes biological...
Speech Quality Prediction (20201029_Interspeech_ivan-h.slides.pdf)
1.72 MBEN 18 pages
Researchers combined audio and brain activity to predict speech quality, using a system that produces audible speech from text input, with evaluation methods...
Stock Prediction Model (P15-1131.pdf)
317 KBEN 11 pages
Researchers proposed a model to predict stock price movement using sentiments on social media, introducing a new feature that captures topics and sentiments...
Weight Control Predictors (2006_TeixeiraGoingHoukooperCussler_MSPE.pdf)
280 KBEN 10 pages
This study investigated changes in psychosocial variables related to exercise, eating, and body image during a weight reduction program and their association...
Age Prediction Challenges (C14-1184.pdf)
905 KBEN 12 pages
Researchers conducted a crowdsourcing experiment where thousands of players guessed the gender and age of Twitter users based on their tweets, finding that...
Road Condition Prediction (modeling-of-a-road-condition-estimator-using-machine-learning.pdf)
1.76 MBEN 16 pages
Development of a machine learning model using Simulink to classify road conditions, with the goal of predicting tire life, vehicle durability, and fuel economy...
Oil Price Prediction (Predicting-the-Price-of-Oil-Michael-Lynch.pdf)
1.53 MBEN 45 pages
The text discusses predicting oil prices, citing historical context and various forecasts from organizations like DOE, IEA, and OPEC, with actual prices...
Drop-out Prediction (paper_41.pdf)
515 KBEN 2 pages
Students' drop-out rates are high, with over 40% not completing studies within 6 years, especially in technical courses.
SOC Scaling Prediction (soil-2021-84.pdf)
879 KBEN 11 pages
Researchers propose a theoretical scaling derived from percolation theory to predict the vertical scaling of soil organic carbon (SOC) with soil depth in...
Model Predictive Scheduling (13_040.pdf)
301 KBEN 7 pages
A modeling framework for model predictive scheduling of semi-cyclic discrete event systems using switching max-plus linear models is presented, allowing for...
Flood Prediction Models (s41598-018-33755-7.pdf)
4.94 MBEN 14 pages
Researchers developed two novel hybrid evolutionary algorithms, ANFIS-ICA and ANFIS-FA, for spatial prediction of floods in the Haraz watershed, Iran, using 10...
Identifying predictors for energy poverty (Identifying_predictors_for_energy_poverty.pdf)
2.65 MBEN 13 pages
Researchers used machine learning to identify predictors for energy poverty in Europe, analyzing a dataset from 11 countries.
Predicting City Fiscal Distress (gordon_wp18tg1_0.pdf)
1.05 MBEN 44 pages
Cities face fiscal challenges, including those exposed during the Great Recession, prompting a need for better indicators of city fiscal health. This paper provides an overview of measures grounded in economic, fiscal, and comprehensive approaches. It also explores lessons from...
offer useful predictive information (EJ1141227.pdf)
215 KBEN 18 pages
Research predicts academic achievement from early academic, attention, and socioemotional skills, with early reading skills, attention difficulties, and social...
Leak Detection Model (pdf-159322-85521)
1.71 MBEN 9 pages
Researchers developed a prediction model using an artificial neural network to detect leaks in vacuum furnaces used for low-pressure heat treatment of metals,...
Web PageRank prediction with Markov models (vazirgiannis2008web.pdf)
187 KBEN 3 pages
inria-00260431, a multi-disciplinary open access archive, contains a research document titled "Web Page Rank Prediction with Markov Models" by Michalis...
Counterfactual Explanations (350_main_paper.pdf)
5.88 MBEN 10 pages
Counterfactual explanations are obtained by identifying the smallest input change to alter a prediction. Predictive multiplicity occurs when multiple classifiers provide almost equal solutions. A general upper bound for counterfactual explanation costs is derived, depending on...
Navy Nearshore Ocean Prediction Systems (Navy_Nearshore_Ocean_Prediction_Systems.pdf)
4.89 MBEN 13 pages
The US Navy uses various models for predicting conditions in coastal and nearshore regions, including the Simulating WAves Nearshore (SWAN) model for wave...
Protein Localization Predictions: SUBLOC, PSORT, TARGETP Consensus Analysis (12900_2008_220_MOESM6_ESM.pdf)
106 KBEN 72 pages
Supplementary Table 1 presents localization predictions for proteins using three programs (SUBLOC, PSORT, TARGETP) and a consensus. The table lists protein identifiers with predicted localizations: intracellular or extracellular, highlighting discrepancies among the programs....
Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings (1904.11547.pdf)
854 KBEN 10 pages
Click-through rate (CTR) prediction is crucial in online advertising, and embedding techniques have improved CTR prediction accuracies.
Predicting Disasters Using Global Water Intelligence (GEOGloWS-project.pdf)
1.87 MBEN 5 pages
Predicting disasters such as floods and droughts requires accurate knowledge of the water cycle, but obtaining good information from traditional weather and...
Model Predictive Traffic Control for Green Mobility (14_034.pdf)
247 KBEN 5 pages
This technical report from Delft University of Technology's Center for Systems and Control presents a model predictive traffic control system focused on promoting "green mobility." It offers a tutorial overview of control approaches that integrate diverse performance metrics,...
Supplementary PDF (guo20g-supp.pdf)
558 KBEN 20 pages
Predictions of Bootstrapped Latents (PBL) is a self-supervised representation learning algorithm for multitask deep reinforcement learning (RL) that builds on...
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