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ForceAtlas2, a Continuous Graph Layout Algorithm for Handy Network Visualization Designed for the Gephi Software
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Cited by:
- Churkin, Andrey & Bialek, Janusz & Pozo, David & Sauma, Enzo & Korgin, Nikolay, 2021. "Review of Cooperative Game Theory applications in power system expansion planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
- Elsayed, Ahmed H. & Gozgor, Giray & Lau, Chi Keung Marco, 2022. "Risk transmissions between bitcoin and traditional financial assets during the COVID-19 era: The role of global uncertainties," International Review of Financial Analysis, Elsevier, vol. 81(C).
- Mert Demirer & Francis X. Diebold & Laura Liu & Kamil Yilmaz, 2018.
"Estimating global bank network connectedness,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(1), pages 1-15, January.
- Mert Demirer & Francis X. Diebold & Laura Liu & Kamil Yilmaz, 2015. "Estimating Global Bank Network Connectedness," Koç University-TUSIAD Economic Research Forum Working Papers 1512, Koc University-TUSIAD Economic Research Forum.
- Mert Demirer & Francis X. Diebold & Laura Liu & Kamil Yılmaz, 2017. "Estimating Global Bank Network Connectedness," NBER Working Papers 23140, National Bureau of Economic Research, Inc.
- Mert Demirer & Francis X. Diebold & Laura Liu & Kamil Yilmaz, 2015. "Estimating Global Bank Network Connectedness," PIER Working Paper Archive 15-025, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 25 Jul 2015.
- Zor, Ummugulsum & Esen, Ayla & Canbulut, Murad & Karaca, Nevran & Karakaya, Gencay & Turker, Ipek, 2024. "A systems approach to understanding the interconnected factors affecting rural development: A case study from Türkiye," World Development Perspectives, Elsevier, vol. 34(C).
- Bastianin, Andrea & Casoli, Chiara & Galeotti, Marzio, 2023.
"The connectedness of Energy Transition Metals,"
Energy Economics, Elsevier, vol. 128(C).
- Andrea Bastianin & Chiara Casoli & Marzio Galeotti, 2023. "The connectedness of Energy Transition Metals," Working Papers 2023.11, Fondazione Eni Enrico Mattei.
- Bastianin, Andrea & Casoli, Chiara & Galeotti, Marzio, 2023. "The connectedness of Energy Transition Metals," FEEM Working Papers 336984, Fondazione Eni Enrico Mattei (FEEM).
- John Spray & Sebastian Wolf, 2017. "Industries without smokestacks in Uganda and Rwanda," WIDER Working Paper Series 012, World Institute for Development Economic Research (UNU-WIDER).
- John Spray & Sebastian Wolf, 2017. "Industries without smokestacks in Uganda and Rwanda," WIDER Working Paper Series wp-2017-12, World Institute for Development Economic Research (UNU-WIDER).
- Ben Amar, Amine & Bouattour, Mondher & Bellalah, Makram & Goutte, Stéphane, 2023.
"Shift contagion and minimum causal intensity portfolio during the COVID-19 and the ongoing Russia-Ukraine conflict,"
Finance Research Letters, Elsevier, vol. 55(PA).
- Amine Ben Amar & Mondher Bouattour & Makram Bellalah & Stéphane Goutte, 2023. "Shift contagion and minimum causal intensity portfolio during the COVID-19 and the ongoing Russia-Ukraine conflict," Post-Print hal-04122251, HAL.
- Amine Ben Amar & Mondher Bouattour & Makram Bellalah & Stephane Goutte, 2024. "Shift Contagion and Minimum Causal Intensity Portfolio During the COVID-19 and the Ongoing Russia-Ukraine Conflict," Working Papers hal-04522103, HAL.
- Mondher Bouattour & Amine Ben Amar & Stéphane Goutte & Makram Bellalah, 2023. "Shift contagion and minimum causal intensity portfolio during the COVID-19 and the ongoing Russia-Ukraine conflict," Working Papers halshs-04064084, HAL.
- Spray, J., 2017. "Reorganise, Replace or Expand? The role of the supply-chain in first-time exporting," Cambridge Working Papers in Economics 1741, Faculty of Economics, University of Cambridge.
- Mara Maretti & Vanessa Russo & Emiliano Gobbo, 2021. "Open data governance: civic hacking movement, topics and opinions in digital space," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(3), pages 1133-1154, June.
- Rossi, Luciano & Damaceno, Rafael J.P. & Freire, Igor L. & Bechara, Etelvino J.H. & Mena-Chalco, Jesús P., 2018. "Topological metrics in academic genealogy graphs," Journal of Informetrics, Elsevier, vol. 12(4), pages 1042-1058.
- Amal Abricha & Amine Ben Amar & Makram Bellalah, 2024. "Commodity futures markets under stress and stress-free periods: Further insights from a quantile connectedness approach," Post-Print hal-04515196, HAL.
- Jewell, Jessica & Vetier, Marta & Garcia-Cabrera, Daniel, 2019. "The international technological nuclear cooperation landscape: A new dataset and network analysis," Energy Policy, Elsevier, vol. 128(C), pages 838-852.
- Jose E. Gomez-Gonzalez & Jorge Hirs-Garzón & Sebastián Sanín-Restrepo, 2021.
"Dynamic relations between oil and stock markets: Volatility spillovers, networks and causality,"
International Economics, CEPII research center, issue 165, pages 37-50.
- Gomez-Gonzalez, Jose E. & Hirs-Garzón, Jorge & Sanín-Restrepo, Sebastián, 2021. "Dynamic relations between oil and stock markets: Volatility spillovers, networks and causality," International Economics, Elsevier, vol. 165(C), pages 37-50.
- Jose Eduardo Gomez-Gonzalez & Jorge Hirs-Garzon & Sebastian Sanin-Restrepo, 2018. "Dynamic relations between oil and stock markets: Volatility spillovers, networks and causality," Borradores de Economia 1051, Banco de la Republica de Colombia.
- Christopher J Lynch & Saikou Y Diallo & Hamdi Kavak & Jose J Padilla, 2020. "A content analysis-based approach to explore simulation verification and identify its current challenges," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-33, May.
- Luis de-Marcos & Manuel Goyanes & Adrián Domínguez-Díaz, 2024. "Mapping science through editorial board interlocking: connections and distance between fields of knowledge and institutional affiliations," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(6), pages 3385-3406, June.
- Huang, Zhenhua & Wu, Junxian & Zhu, Wentao & Wang, Zhenyu & Mehrotra, Sharad & Zhao, Yangyang, 2021. "Visualizing complex networks by leveraging community structures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 565(C).
- Yan, Weiwei & Zhang, Yin, 2018. "Research universities on the ResearchGate social networking site: An examination of institutional differences, research activity level, and social networks formed," Journal of Informetrics, Elsevier, vol. 12(1), pages 385-400.
- Magkonis, Georgios & Tsopanakis, Andreas, 2020.
"The Financial Connectedness Between Eurozone Core And Periphery: A Disaggregated View,"
Macroeconomic Dynamics, Cambridge University Press, vol. 24(7), pages 1674-1699, October.
- Magkonis, Georgios & Tsopanakis, Andreas, 2017. "The Financial Connectedness between Eurozone Core and Periphery: A Disaggregated View," Cardiff Economics Working Papers E2017/15, Cardiff University, Cardiff Business School, Economics Section.
- Georgios Magkonis & Andreas Tsopanakis, 2018. "The Financial Connectedness between Eurozone Core and Periphery: A Disaggregated View," Working Papers in Economics & Finance 2018-03, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
- Bostanci, Gorkem & Yilmaz, Kamil, 2020.
"How connected is the global sovereign credit risk network?,"
Journal of Banking & Finance, Elsevier, vol. 113(C).
- Gorkem Bostanci & Kamil Yilmaz, 2015. "How Connected is the Global Sovereign Credit Risk Network?," Koç University-TUSIAD Economic Research Forum Working Papers 1515, Koc University-TUSIAD Economic Research Forum.
- Watanabe, Nicholas M. & Kim, Jiyeon & Park, Joohyung, 2021. "Social network analysis and domestic and international retailers: An investigation of social media networks of cosmetic brands," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
- Duan, Zhengxiao & Zhang, Yanni & Deng, Jun & Shu, Pan & Yao, Di, 2023. "A systematic exploration of mapping knowledge domains for free radical research related to coal," Energy, Elsevier, vol. 282(C).
- Davazdahemami, Behrooz & Kalgotra, Pankush & Zolbanin, Hamed M. & Delen, Dursun, 2023. "A developer-oriented recommender model for the app store: A predictive network analytics approach," Journal of Business Research, Elsevier, vol. 158(C).
- Cano-Marin, Enrique & Mora-Cantallops, Marçal & Sanchez-Alonso, Salvador, 2023. "The power of big data analytics over fake news: A scientometric review of Twitter as a predictive system in healthcare," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
- Wang, Yuan & Lai, Nan & Zuo, Jian & Chen, Guanyi & Du, Huibin, 2016. "Characteristics and trends of research on waste-to-energy incineration: A bibliometric analysis, 1999–2015," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 95-104.
- Gong, Chen & Tang, Pan & Wang, Yutong, 2019. "Measuring the network connectedness of global stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 535(C).
- Debnath, Ramit & Bardhan, Ronita & Reiner, David M. & Miller, J.R., 2021. "Political, economic, social, technological, legal and environmental dimensions of electric vehicle adoption in the United States: A social-media interaction analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
- Joseph P. Byrne & Shuo Cao & Dimitris Korobilis, 2015.
"Co-Movement, Spillovers and Excess Returns in Global Bond Markets?,"
Working Papers
2015_12, Business School - Economics, University of Glasgow.
- Byrne, Joseph P. & Cao, Shuo & Korobilis, Dimitris, 2015. "Co-Movement, Spillovers and Excess Returns in Global Bond Markets," SIRE Discussion Papers 2015-75, Scottish Institute for Research in Economics (SIRE).
- Cheng, Tingting & Liu, Junli & Yao, Wenying & Zhao, Albert Bo, 2022. "The impact of COVID-19 pandemic on the volatility connectedness network of global stock market," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
- García-Lillo, Francisco & Seva-Larrosa, Pedro & Sánchez-García, Eduardo, 2024. "On the basis of research on ‘green’ in the disciplines of management and business," Journal of Business Research, Elsevier, vol. 172(C).
- Glötzl, Florentin & Aigner, Ernest, 2015.
"Pluralism in the Market of Science? A citation network analysis of economic research at universities in Vienna,"
Ecological Economic Papers
5, WU Vienna University of Economics and Business.
- Florentin Gloetzl & Ernest Aigner, 2015. "Pluralism in the Market of Science? A citation network analysis of economic research at universities in Vienna," Ecological Economics Papers ieep5, Institute of Ecological Economics.
- Tang, Chun & Liu, Xiaoxing & Chen, Guangkun, 2023. "The spillover effects in the “Energy – Carbon – Stock” system – Evidence from China," Energy, Elsevier, vol. 278(PA).
- Callen, Michael & Blumenstock, Joshua & Ghani, Tarek, 2016. "Mobile-izing Savings with Automatic Contributions: Experimental Evidence on Present Bias and Default Effects in Afghanistan," CEPR Discussion Papers 11400, C.E.P.R. Discussion Papers.
- Francis X. Diebold & Kamil Yilmaz, 2022.
"On the Past, Present, and Future of the Diebold-Yilmaz Approach to Dynamic Network Connectedness,"
Papers
2211.04184, arXiv.org, revised Jan 2023.
- Francis X. Diebold & Kamil Yilmaz, 2022. "On the Past, Present, and Future of the Diebold-Yilmaz Approach to Dynamic Network Connectedness," Koç University-TUSIAD Economic Research Forum Working Papers 2207, Koc University-TUSIAD Economic Research Forum.
- Matschoss, Kaisa & Repo, Petteri, 2020. "Forward-looking network analysis of ongoing sustainability transitions," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
- Baccini, Federica & Barabesi, Lucio & Baccini, Alberto & Khelfaoui, Mahdi & Gingras, Yves, 2022. "Similarity network fusion for scholarly journals," Journal of Informetrics, Elsevier, vol. 16(1).
- Markus Vogl, 2022. "Quantitative modelling frontiers: a literature review on the evolution in financial and risk modelling after the financial crisis (2008–2019)," SN Business & Economics, Springer, vol. 2(12), pages 1-69, December.
- Ahmed H. Elsayed & Ricardo M. Sousa, 2024. "International monetary policy and cryptocurrency markets: dynamic and spillover effects," The European Journal of Finance, Taylor & Francis Journals, vol. 30(16), pages 1855-1875, November.
- Alexander J Barnett & Walter Reilly & Halle R Dimsdale-Zucker & Eda Mizrak & Zachariah Reagh & Charan Ranganath, 2021. "Intrinsic connectivity reveals functionally distinct cortico-hippocampal networks in the human brain," PLOS Biology, Public Library of Science, vol. 19(6), pages 1-34, June.
- Byrne, Joseph P. & Cao, Shuo & Korobilis, Dimitris, 2015. "Co-Movement, Spillovers and Excess Returns in Global Bond Markets," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon TN 2015-75, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Amine Ben Amar & Mondher Bouattour & Makram Bellalah & Stéphane Goutte, 2023. "Shift contagion and minimum causal intensity portfolio during the COVID-19 and the ongoing Russia-Ukraine conflict," Post-Print halshs-04721674, HAL.
- Koch, Philipp & Schwarzbauer, Wolfgang, 2021. "Yet another space: Why the Industry Space adds value to the understanding of structural change and economic development," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 198-213.
- García-Lillo, Francisco & Seva-Larrosa, Pedro & Sánchez-García, Eduardo, 2023. "What is going on in entrepreneurship research? A bibliometric and SNA analysis," Journal of Business Research, Elsevier, vol. 158(C).
- Yujia Zhai & Ying Ding & Hezhao Zhang, 2021. "Innovation adoption: Broadcasting versus virality," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(4), pages 403-416, April.
- Martin, Drew & Palakshappa, Nitha & Woodside, Arch, 2019. "Consumer metaphoria: Uncovering the automaticity of animal, product/brand, and country meanings," Australasian marketing journal, Elsevier, vol. 27(2), pages 113-125.
- Meindl, Benjamin & Ayala, Néstor Fabián & Mendonça, Joana & Frank, Alejandro G., 2021. "The four smarts of Industry 4.0: Evolution of ten years of research and future perspectives," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
- Gomez-Gonzalez, Jose Eduardo & Hirs-Garzon, Jorge & Uribe, Jorge M., 2020. "Spillovers beyond the variance: exploring the natural gas and oil higher order risk linkages with the global financial markets," Working papers 46, Red Investigadores de Economía.
- Jérôme Baray & Gérard Cliquet & Yves Soulabail, 2023. "Thematic communities and image of french mass-market retailers in the media [Communautés thématiques et image des groupes de la grande distribution française dans les médias]," Post-Print hal-04251853, HAL.
- Gomez-Gonzalez, Jose E. & Hirs-Garzon, Jorge & Gamboa-Arbelaez, Juliana, 2020. "Dynamic relations between oil and stock market returns: A multi-country study," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
- Mao Takongmo, Charles-O. & Touré, Adam, 2023. "Trade openness and connectedness of national productions: Do financial openness, economic specialization, and the size of the country matter?," Economic Modelling, Elsevier, vol. 125(C).
- Azima, Mahshad & Seyis, Senem, 2023. "Science mapping the knowledge domain of energy performance research in the AEC industry: A scientometric analysis," Energy, Elsevier, vol. 264(C).
- Vogl, Markus, 2022. "Controversy in financial chaos research and nonlinear dynamics: A short literature review," Chaos, Solitons & Fractals, Elsevier, vol. 162(C).
- You, Kefei & Raju Chinthalapati, V.L. & Mishra, Tapas & Patra, Ramakanta, 2024. "International trade network and stock market connectedness: Evidence from eleven major economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
- Lee, Hahn Shik & Lee, Woo Suk, 2019. "Cross-regional connectedness in the Korean housing market," Journal of Housing Economics, Elsevier, vol. 46(C).
- Wang, Kangsheng & Wen, Fenghua & Gong, Xu, 2024. "Oil prices and systemic financial risk: A complex network analysis," Energy, Elsevier, vol. 293(C).
- Kamil Yilmaz, 2018. "Bank Volatility Connectedness in South East Asia," Koç University-TUSIAD Economic Research Forum Working Papers 1807, Koc University-TUSIAD Economic Research Forum.
- Vidal-Llana, Xenxo & Uribe, Jorge M. & Guillén, Montserrat, 2023. "European stock market volatility connectedness: The role of country and sector membership," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
- Liu, Peipei & Huang, Wei-Qiang, 2022. "Modelling international sovereign risk information spillovers: A multilayer network approach," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
- Hachicha, Néjib & Ben Amar, Amine & Ben Slimane, Ikrame & Bellalah, Makram & Prigent, Jean-Luc, 2022.
"Dynamic connectedness and optimal hedging strategy among commodities and financial indices,"
International Review of Financial Analysis, Elsevier, vol. 83(C).
- Néjib Hachicha & Amine Ben Amar & Ikrame Ben Slimane & Makram Bellalah & Jean-Luc Prigent, 2022. "Dynamic connectedness and optimal hedging strategy among commodities and financial indices," Post-Print hal-03745047, HAL.
- Costantini, Mauro & Maaitah, Ahmad & Mishra, Tapas & Sousa, Ricardo M., 2023. "Bitcoin market networks and cyberattacks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 630(C).
- Chen, Yanhua & Li, Youwei & Pantelous, Athanasios A. & Stanley, H. Eugene, 2022.
"Short-run disequilibrium adjustment and long-run equilibrium in the international stock markets: A network-based approach,"
International Review of Financial Analysis, Elsevier, vol. 79(C).
- Chen, Yanhua & Li, Youwei & Pantelous, Athanasios & Stanley, Eugene, 2020. "Short-run disequilibrium adjustment and long-run equilibrium in the international stock markets: A network-based approach," MPRA Paper 101700, University Library of Munich, Germany.
- Oliver Lum & Bruce Golden & Edward Wasil, 2018. "An Open-Source Desktop Application for Generating Arc-Routing Benchmark Instances," INFORMS Journal on Computing, INFORMS, vol. 30(2), pages 361-370, May.
- Gomez-Gonzalez, Jose E. & Hirs-Garzon, Jorge & Uribe, Jorge M., 2022. "Spillovers beyond the variance: Exploring the higher order risk linkages between commodity markets and global financial markets," Journal of Commodity Markets, Elsevier, vol. 28(C).
- Nassar S. Al-Nassar & Abdulrahman A. Albahouth, 2023. "Inflation Spillovers among Advanced and Emerging Economies: Evidence from the G20 Group," Economies, MDPI, vol. 11(4), pages 1-25, April.
- Fang, Yi & Shao, Zhiquan & Zhao, Yang, 2023. "Risk spillovers in global financial markets: Evidence from the COVID-19 crisis," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 821-840.
- Ivan Smirnov & Elizaveta Sivak & Yana Kozmina, 2016. "In Search of Lost Profiles: The Reliability of VKontakte Data and Its Importance for Educational Research," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 4, pages 106-122.
- Paflioti, Persa & Vitsounis, Thomas K. & Teye, Collins & Bell, Michael G.H. & Tsamourgelis, Ioannis, 2017. "Box dynamics: A sectoral approach to analyse containerized port throughput interdependencies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 396-413.
- Colavizza, Giovanni & Franssen, Thomas & van Leeuwen, Thed, 2019. "An empirical investigation of the tribes and their territories: Are research specialisms rural and urban?," Journal of Informetrics, Elsevier, vol. 13(1), pages 105-117.
- Mager, Elena & Iurato, Chiara & Schanz, Heiner, 2023. "Depicting wood-based sectors to inform policymaking: A structural modeling approach centering on networks of markets," Forest Policy and Economics, Elsevier, vol. 157(C).
- Polewsky, Max & Hankammer, Stephan & Kleer, Robin & Antons, David, 2024. "Degrowth vs. Green Growth. A computational review and interdisciplinary research agenda," Ecological Economics, Elsevier, vol. 217(C).
- Garbero, Alessandra & Carneiro, Bia & Resce, Giuliano, 2021. "Harnessing the power of machine learning analytics to understand food systems dynamics across development projects," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
- Škare, Marinko & Blanco-Gonzalez-Tejero, Cristina & Crecente, Fernando & del Val, Maria Teresa, 2022. "Scientometric analysis on entrepreneurial skills - creativity, communication, leadership: How strong is the association?," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
- Nicola Melluso & Andrea Bonaccorsi & Filippo Chiarello & Gualtiero Fantoni, 2021. "Rapid detection of fast innovation under the pressure of COVID-19," Papers 2102.00197, arXiv.org.
- Ahmed H. Elsayed & Ricardo M. Sousa, 2024.
"International monetary policy and cryptocurrency markets: dynamic and spillover effects,"
The European Journal of Finance, Taylor & Francis Journals, vol. 30(16), pages 1855-1875, November.
- Elsayed, Ahmed H. & Sousa, Ricardo M., 2022. "International monetary policy and cryptocurrency markets: dynamic and spillover effects," LSE Research Online Documents on Economics 115305, London School of Economics and Political Science, LSE Library.
- Yongren Shi & Yisook Lim & Chan S Suh, 2018. "Innovation or deviation? The relationship between boundary crossing and audience evaluation in the music field," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-17, October.
- Elsayed, Ahmed H. & Hammoudeh, Shawkat & Sousa, Ricardo M., 2021. "Inflation synchronization among the G7and China: The important role of oil inflation," Energy Economics, Elsevier, vol. 100(C).
- Bas, Tugba & Malki, Issam & Sivaprasad, Sheeja, 2024. "Connectedness between central bank digital currency index, financial stability and digital assets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).
- Malacina, Iryna & Teplov, Roman, 2022. "Supply chain innovation research: A bibliometric network analysis and literature review," International Journal of Production Economics, Elsevier, vol. 251(C).
- Abricha, Amal & Ben Amar, Amine & Bellalah, Makram, 2024.
"Commodity futures markets under stress and stress-free periods: Further insights from a quantile connectedness approach,"
The Quarterly Review of Economics and Finance, Elsevier, vol. 93(C), pages 229-246.
- Amal Abricha & Amine Ben Amar & Makram Bellalah, 2024. "Commodity futures markets under stress and stress-free periods: Further insights from a quantile connectedness approach," Post-Print hal-04515196, HAL.
- Gozuacik, Necip & Sakar, C. Okan & Ozcan, Sercan, 2023. "Technological forecasting based on estimation of word embedding matrix using LSTM networks," Technological Forecasting and Social Change, Elsevier, vol. 191(C).