Intuitive physics learning in a deep-learning model inspired by developmental psychology
Deep Learning
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41562-022-01394-8;h=repec:nat:nathum:v:6:y:2022:i:9:d:10.1038_s41562-022-01394-8
Nature Human Behaviour 2022 vol. 6 issue 9 1257-1267
New forecasting methods for an old problem: Predicting 147 years of systemic financial crises
Gradient Boosting
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.econstor.eu%2Fbitstream%2F10419%2F264550%2F1%2F1816447846.pdf;h=repec:zbw:uhhwps:67
No 67 WiSo-HH Working Paper Series from University of Hamburg Faculty of Business Economics and Social Sciences WISO Research Laboratory
machine learning ; systemic financial crises ; leading indicators ; forecasting ; early warning signal (search for similar items in EconPapers)
Factor Analysis Regression for Predictive Modeling with High-Dimensional Data
Factor Model
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs40953-022-00322-x;h=repec:spr:jqecon:v:20:y:2022:i:1:d:10.1007_s40953-022-00322-x
Journal of Quantitative Economics 2022 vol. 20 issue 1 No 7 115-132
Bilinear factor model ; Principal component analysis ; Principal component regression ; Partial least squares ; Factor structure covariance matrix ; Factor analysis regression ; Mean square error of prediction ; Monte Carlo studies ; Cross-validation (search for similar items in EconPapers)
Price Efficiency Bubbles Crashes and Crash Risk: Evidence from Chinese Stock Market
Prediction Model
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fpep.vse.cz%2Fdoi%2F10.18267%2Fj.pep.804.html;h=repec:prg:jnlpep:v:2022:y:2022:i:3-4:id:804:p:236-258
Prague Economic Papers 2022 vol. 2022 issue 3-4 236-258
Stock price crash risk ; bubbles ; crashes ; price efficiency ; bad news hoarding (search for similar items in EconPapers)
Predicting Bankruptcy through Neural Network:Case of PSX Listed Companies
Logistic Regression
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fjournals.internationalrasd.org%2Findex.php%2Fjom%2Farticle%2Fview%2F808%2F483;h=repec:ani:irdjom:v:4:y:2022:i:2:p:297-313
iRASD Journal of Management 2022 vol. 4 issue 2 299-315
Bankruptcy Prediction ; Artificial Neural Network ; Logistic Regression ; ROAUC ; PSX ; Non-financial companies (search for similar items in EconPapers)
Disastrous consequence of coronavirus pandemic on the earning capacity of individuals: an emerging economy perspective
Logistic Regression
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs43546-022-00333-z;h=repec:spr:snbeco:v:2:y:2022:i:10:d:10.1007_s43546-022-00333-z
SN Business & Economics 2022 vol. 2 issue 10 1-16
COVID-19 ; Financial crisis ; Income inequalities ; Marginalized people ; Multinomial logistic regression model ; Poverty ; D31 ; J23 ; I131 (search for similar items in EconPapers)
The Relationship between the Empowerment of Women and Preferences Related to Fertility in Pakistan
Logistic Regression
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Farchive.conscientiabeam.com%2Findex.php%2F35%2Farticle%2Fview%2F3135%2F6926;h=repec:pkp:josere:v:9:y:2022:i:2:p:121-136:id:3135
Journal of Social Economics Research 2022 vol. 9 issue 2 121-136
PDHS 2017–18 ; Fertility preference ; Decision making ; Primary data. (search for similar items in EconPapers)
Can a computer think like a baby?
Deep Learning
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41562-022-01395-7;h=repec:nat:nathum:v:6:y:2022:i:9:d:10.1038_s41562-022-01395-7
Nature Human Behaviour 2022 vol. 6 issue 9 1191-1191
Three learning stages and accuracy–efficiency tradeoff of restricted Boltzmann machines
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-022-33126-x;h=repec:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-33126-x
Nature Communications 2022 vol. 13 issue 1 1-11
ON SOME ISSUES RELATED TO TRADE STRATEGIES OF DEVELOPING COUNTRIES
Trading Strategies
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Ffmv.euba.sk%2FRePEc%2Fbrv%2Falmnch%2FA2022-1.pdf;h=repec:brv:almnch:v:17:y:2022:i:1:p:34-51
Almanach (Actual Issues in World Economics and Politics) 2022 vol. 17 issue 1 34-51
economic development ; international trade ; foreign trade strategies ; subsidy ; tariff ; developing countries (search for similar items in EconPapers)
Development and Validation of a Nomogram to Estimate Risk of Cesarean After Induction of Labor in Term Pregnancies with an Unfavorable Cervix in Iran
Logistic Regression
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fjournals.sagepub.com%2Fdoi%2F10.1177%2F10547738221093754;h=repec:sae:clnure:v:31:y:2022:i:7:p:1332-1339
Clinical Nursing Research 2022 vol. 31 issue 7 1332-1339
bishop score ; calculator ; cesarean ; induction ; unfavorable cervix (search for similar items in EconPapers)
The role of citation networks to explain academic promotions: an empirical analysis of the Italian national scientific qualification
Logistic Regression
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs11192-022-04485-5;h=repec:spr:scient:v:127:y:2022:i:10:d:10.1007_s11192-022-04485-5
Scientometrics 2022 vol. 127 issue 10 No 3 5633-5659
Citation networks ; Research evaluation ; Bibliometrics ; Citation-based metrics ; ASN ; Academic promotion (search for similar items in EconPapers)
Do workers benefit from economic upgrading in the Pearl River Delta China?
Logistic Regression
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1057%2Fs41599-022-01326-x;h=repec:pal:palcom:v:9:y:2022:i:1:d:10.1057_s41599-022-01326-x
Palgrave Communications 2022 vol. 9 issue 1 1-12
Ex-ante performance of REIT portfolios
Trading Strategies
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs11156-022-01068-6;h=repec:kap:rqfnac:v:59:y:2022:i:3:d:10.1007_s11156-022-01068-6
Review of Quantitative Finance and Accounting 2022 vol. 59 issue 3 No 6 995-1018
REITs ; Real estate ; Predictability ; Abnormal returns ; Out-of-Sample ; Portfolio management (search for similar items in EconPapers)
Understanding the influential and mediating role of cultural enablers of AI integration to supply chain
Artificial Intelligence
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F00207543.2021.1946614;h=repec:taf:tprsxx:v:60:y:2022:i:14:p:4592-4620
International Journal of Production Research 2022 vol. 60 issue 14 4592-4620
Forecasting Model
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F07474938.2021.2017670;h=repec:taf:emetrv:v:41:y:2022:i:7:p:675-696
Econometric Reviews 2022 vol. 41 issue 7 675-696
Massive data language models and conversational artificial intelligence: Emerging issues
Artificial Intelligence
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1002%2Fisaf.1522;h=repec:wly:isacfm:v:29:y:2022:i:3:p:182-198
Intelligent Systems in Accounting Finance and Management 2022 vol. 29 issue 3 182-198
Elaborating Team Roles for Artificial Intelligence-based Teammates in Human-AI Collaboration
Artificial Intelligence
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs10726-022-09792-z;h=repec:spr:grdene:v:31:y:2022:i:5:d:10.1007_s10726-022-09792-z
Group Decision and Negotiation 2022 vol. 31 issue 5 No 1 912 pages
Human-AI collaboration ; Collaboration ; Artificial intelligence ; Team roles ; Team composition (search for similar items in EconPapers)
Dimension Reduction for High‐Dimensional Vector Autoregressive Models
Factor Model
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1111%2Fobes.12506;h=repec:bla:obuest:v:84:y:2022:i:5:p:1123-1152
Oxford Bulletin of Economics and Statistics 2022 vol. 84 issue 5 1123-1152
Economic uncertainty and Australian stock returns
Factor Model
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1111%2Facfi.12892;h=repec:bla:acctfi:v:62:y:2022:i:3:p:3441-3474
Accounting and Finance 2022 vol. 62 issue 3 3441-3474
Functional data clustering using principal curve methods
Clustering Method
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F03610926.2021.1872636;h=repec:taf:lstaxx:v:51:y:2022:i:20:p:7264-7283
Communications in Statistics - Theory and Methods 2022 vol. 51 issue 20 7264-7283
APPLICATION OF NEURAL NETWORK TECHNOLOGIES FOR MANAGEMENT DEVELOPMENT OF SYSTEMS
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.jsdrm.ru%2Fjour%2Farticle%2FviewFile%2F923%2F866;h=repec:abw:journl:y:2021:id:923
Strategic decisions and risk management 2021
New methodologies for predicting corridor travel time mean and reliability
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F12265934.2021.1899844;h=repec:taf:rjusxx:v:26:y:2022:i:3:p:517-540
International Journal of Urban Sciences 2022 vol. 26 issue 3 517-540
State-dependent asset allocation using neural networks
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F1351847X.2021.1960404;h=repec:taf:eurjfi:v:28:y:2022:i:11:p:1130-1156
The European Journal of Finance 2022 vol. 28 issue 11 1130-1156
On a Neural Network to Extract Implied Information from American Options
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F1350486X.2022.2097099;h=repec:taf:apmtfi:v:28:y:2021:i:5:p:449-475
Applied Mathematical Finance 2021 vol. 28 issue 5 449-475
Unveiling the Relationship between Economic Growth and Equality for Developing Countries
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1111%2Fcwe.12435;h=repec:bla:chinae:v:30:y:2022:i:5:p:1-28
China & World Economy 2022 vol. 30 issue 5 1-28
Second-hand house price index forecasting with neural networks
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F09599916.2021.1996446;h=repec:taf:jpropr:v:39:y:2022:i:3:p:215-236
Journal of Property Research 2022 vol. 39 issue 3 215-236
Personalised recommendation of smart home products based on convolution neural network
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.inderscience.com%2Flink.php%3Fid%3D125328;h=repec:ids:ijpdev:v:26:y:2022:i:1/2/3/4:p:52-63
International Journal of Product Development 2022 vol. 26 issue 1/2/3/4 52-63
smart home products ; personalised recommendation ; product attributes ; convolution neural network. (search for similar items in EconPapers)
Le performance dei modelli di credit scoring in contesti di forte instabilit? macroeconomica: il ruolo delle Reti Neurali Artificiali
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.francoangeli.it%2Friviste%2FScheda_Rivista.aspx%3FIDArticolo%3D71300%26Tipo%3DArticoloPDF;h=repec:fan:macoma:v:html10.3280/maco2022-002003
MANAGEMENT CONTROL 2022 vol. 2022/2 issue 2 41-61
Optimal asset allocation for outperforming a stochastic benchmark target
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F14697688.2022.2072233;h=repec:taf:quantf:v:22:y:2022:i:9:p:1595-1626
Quantitative Finance 2022 vol. 22 issue 9 1595-1626
A comparative analysis of local similarity metrics and machine learning approaches: application to link prediction in author citation networks
XgBoost
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs11192-022-04484-6;h=repec:spr:scient:v:127:y:2022:i:10:d:10.1007_s11192-022-04484-6
Scientometrics 2022 vol. 127 issue 10 No 19 6028 pages
Link prediction ; Citation networks ; Network similarity ; Science of science ; Authors citation networks (search for similar items in EconPapers)
Homogeneity and Best Practice Analyses in Hospital Performance Management: An Analytical Framework
Neural Networks
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs10729-022-09590-8;h=repec:kap:hcarem:v:25:y:2022:i:3:d:10.1007_s10729-022-09590-8
Health Care Management Science 2022 vol. 25 issue 3 No 4 406-425
Cluster Analysis ; Data Envelopment Analysis ; Hospital Efficiency Analysis ; Artificial Neural Networks ; Heterogeneity Analysis (search for similar items in EconPapers)
Enhanced financial fraud detection using cost‐sensitive cascade forest with missing value imputation
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1002%2Fisaf.1517;h=repec:wly:isacfm:v:29:y:2022:i:3:p:133-155
Intelligent Systems in Accounting Finance and Management 2022 vol. 29 issue 3 133-155
The researchers using AI to analyse peer review
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-02787-5;h=repec:nat:nature:v:609:y:2022:i:7927:d:10.1038_d41586-022-02787-5
Nature 2022 vol. 609 issue 7927 455-455
Publishing ; Peer review (search for similar items in EconPapers)
Beyond addressing multicollinearity: Robust quantitative analysis and machine learning in international business research
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1057%2Fs41267-022-00549-z;h=repec:pal:jintbs:v:53:y:2022:i:7:d:10.1057_s41267-022-00549-z
Journal of International Business Studies 2022 vol. 53 issue 7 No 1 1307-1314
multicollinearity ; regression analysis ; machine learning (search for similar items in EconPapers)
Nowcasting the Australian Labour Market at Disaggregated Levels
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1111%2F1467-8462.12464;h=repec:bla:ausecr:v:55:y:2022:i:3:p:389-404
Australian Economic Review 2022 vol. 55 issue 3 389-404
Network analysis for financial crime risk assessment: the case study of the gambling division in Malta
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F17440572.2022.2077330;h=repec:taf:fglcxx:v:23:y:2022:i:2:p:148-170
Global Crime 2022 vol. 23 issue 2 148-170
Gene expression programming and data mining methods for bushfire susceptibility mapping in New South Wales Australia
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs11069-022-05350-7;h=repec:spr:nathaz:v:113:y:2022:i:2:d:10.1007_s11069-022-05350-7
Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards 2022 vol. 113 issue 2 No 22 1349-1365
Gene expression programming ; Bushfire ; Susceptibility map ; Machine learning (search for similar items in EconPapers)
Synergistic effects between data corpora properties and machine learning performance in data pipelines
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.inderscience.com%2Flink.php%3Fid%3D125261;h=repec:ids:ijdmmm:v:14:y:2022:i:3:p:217-233
International Journal of Data Mining Modelling and Management 2022 vol. 14 issue 3 217-233
data pipeline ; interaction/synergistic effects ; Monte Carlo simulation ; machine learning ; binary classification ; area under the curve ; AUC. (search for similar items in EconPapers)
Comparing text corpora via topic modelling
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fwww.inderscience.com%2Flink.php%3Fid%3D125259;h=repec:ids:ijdmmm:v:14:y:2022:i:3:p:203-216
International Journal of Data Mining Modelling and Management 2022 vol. 14 issue 3 203-216
topic modelling ; text classification ; ARTM ; additive regularisation of topic models ; PLSA ; random forest ; comparing text collections. (search for similar items in EconPapers)
Controlling Shareholder Characteristics and Corporate Debt Default Risk: Evidence Based on Machine Learning
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F1540496X.2022.2037416;h=repec:mes:emfitr:v:58:y:2022:i:12:p:3324-3339
Emerging Markets Finance and Trade 2022 vol. 58 issue 12 3324-3339
Machine learning and the identification of Smart Specialisation thematic networks in Arctic Scandinavia
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F00343404.2021.1925237;h=repec:taf:regstd:v:56:y:2022:i:9:p:1429-1441
Regional Studies 2022 vol. 56 issue 9 1429-1441
Employing Google Trends and Deep Learning in Forecasting Financial Market Turbulence
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F15427560.2021.1913160;h=repec:taf:hbhfxx:v:23:y:2022:i:3:p:353-365
Journal of Behavioral Finance 2022 vol. 23 issue 3 353-365
Estimating cartel damages using machine learning
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F17441056.2021.2002590;h=repec:taf:recjxx:v:18:y:2022:i:2:p:406-423
European Competition Journal 2022 vol. 18 issue 2 406-423
Volatility forecasting for the shipping market indexes: an AR-SVR-GARCH approach
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F03088839.2021.1898689;h=repec:taf:marpmg:v:49:y:2022:i:6:p:864-881
Maritime Policy & Management 2022 vol. 49 issue 6 864-881
The effect of trade on market power — evidence from developing economies
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F09638199.2021.2022741;h=repec:taf:jitecd:v:31:y:2022:i:6:p:811-834
The Journal of International Trade & Economic Development 2022 vol. 31 issue 6 811-834
Using Machine Learning to Better Model Long-Term Care Insurance Claims
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Fhdl.handle.net%2F10.1080%2F10920277.2021.2022497;h=repec:taf:uaajxx:v:26:y:2022:i:3:p:470-483
North American Actuarial Journal 2022 vol. 26 issue 3 470-483
A machine learning approach to portfolio pricing and risk management for high‐dimensional problems
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1111%2Fmafi.12358;h=repec:bla:mathfi:v:32:y:2022:i:4:p:982-1019
Mathematical Finance 2022 vol. 32 issue 4 982-1019
The (real) need for a human touch: testing a human–machine hybrid topic classification workflow on a New York Times corpus
Machine Learning
https://econpapers.repec.org/scripts/redir.pf?u=http%3A%2F%2Flink.springer.com%2F10.1007%2Fs11135-021-01287-4;h=repec:spr:qualqt:v:56:y:2022:i:5:d:10.1007_s11135-021-01287-4
Quality & Quantity: International Journal of Methodology 2022 vol. 56 issue 5 No 33 3643 pages
Content analysis ; Text mining ; Supervised machine learning ; News classification (search for similar items in EconPapers)
A Systems and Control Theory Approach for Law and Artificial Intelligence: Demystifying the “Black-Box”
Artificial Intelligence
https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.mdpi.com%2F2571-8800%2F4%2F4%2F41%2Fpdf;h=repec:gam:jjopen:v:4:y:2021:i:4:p:41-576:d:643918
J 2021 vol. 4 issue 4 1-13
algorithms ; artificial intelligence ; control theory ; systems theory (search for similar items in EconPapers)