Duy Nguyen

Das Clustering und die Erkennung von Aktivit ten ist ein wichtiger Forschungstrend im Bereich Smart Home. Die aus dem Trainingsprozess gewonnenen Ergebniscluster werden bei der Erkennung, Steuerung und Vorhersage von Aktivit ten in einem sensorgesteuerten Smart Home eingesetzt. Aktivit ten unterscheiden sich voneinander durch typische Merkmale wie z. B. ausgel ste Sensors tze oder zeitliche Merkmale. In dieser Arbeit stellen wir eine Smart-Home-Infrastruktur vor und schlagen einen unbeaufsichtigten Ansatz zum Clustern von Aktivit ten im Haus auf der Grundlage zeitlicher Merkmale vor. Experimentelle Ergebnisse zeigen, dass der neue Ansatz flexiblere und genauere Clustering-Ergebnisse im Vergleich zum Smart-Home-System AALO liefert, das in der Forschungsarbeit von Enamul Hoque et al. vorgestellt wurde.

Il raggruppamento e il riconoscimento delle attivit un importante filone di ricerca sulla smart home. I cluster di risultati ottenuti dal processo di addestramento vengono applicati per riconoscere, controllare e prevedere le attivit all'interno di una casa intelligente dotata di sensori. Le attivit si differenziano l'una dall'altra per caratteristiche tipiche, come gli insiemi di sensori attivati o quelli temporali. In questo lavoro, presentiamo un'infrastruttura per case intelligenti e proponiamo un approccio non supervisionato di clusterizzazione delle attivit domestiche basato su caratteristiche temporali. I risultati degli esperimenti dimostrano che il nuovo approccio crea risultati di clustering pi flessibili e accurati rispetto al sistema di smart home denominato AALO riportato nel lavoro di ricerca di Enamul Hoque et al. Inoltre, in questo lavoro si dimostra che i risultati del clustering influiscono in modo significativo sul risultato del processo di previsione della prossima attivit attraverso i risultati del confronto sperimentale.

O agrupamento e reconhecimento de actividades uma importante tend ncia de investiga o sobre casas inteligentes. Os agrupamentos de resultados obtidos a partir do processo de forma o s o aplicados no reconhecimento, controlo e previs o de actividades dentro de uma casa inteligente com sensores. As actividades diferem umas das outras por caracter sticas t picas, tais como conjuntos de sensores accionados ou caracter sticas temporais. Neste trabalho, apresentamos uma infraestrutura de casa inteligente e propomos uma abordagem n o supervisionada de agrupamento de actividades em casa com base em caracter sticas temporais. Os resultados das experi ncias mostram que a nova abordagem cria resultados de agrupamento mais flex veis e precisos quando comparada com o sistema de casa inteligente denominado AALO relatado no trabalho de investiga o de Enamul Hoque et al. Al m disso, neste trabalho prova-se que os resultados de agrupamento afectam significativamente o resultado do processo de previs o da atividade seguinte atrav s de resultados de compara o experimental.

Le regroupement et la reconnaissance d'activit s est une tendance de recherche importante dans le domaine de la maison intelligente. Les groupes de r sultats obtenus partir du processus de formation sont appliqu s la reconnaissance, au contr le et la pr vision des activit s l'int rieur d'une maison intelligente quip e de capteurs. Les activit s diff rent les unes des autres par des caract ristiques typiques telles que les ensembles de capteurs d clench s ou les caract ristiques temporelles. Dans ce travail, nous pr sentons une infrastructure de maison intelligente et proposons une approche non supervis e de regroupement des activit s l'int rieur de la maison sur la base de caract ristiques temporelles. Les r sultats exp rimentaux montrent que la nouvelle approche produit des r sultats de regroupement plus flexibles et plus pr cis que le syst me de maison intelligente appel AALO pr sent dans le travail de recherche d'Enamul Hoque et al. En outre, dans ce travail, il est prouv que les r sultats de regroupement affectent de mani re significative le r sultat du processus de pr vision de l'activit suivante via les r sultats de la comparaison exp rimentale.

Drawing on the studies by the Asia Competitiveness Institute (ACI) at the Lee Kuan Yew School of Public Policy (LKYSPP), National University of Singapore (NUS), this book titled Balanced, Sustainable and Competitiveness Enhancement Study for Vietnam: A Critical Evaluation with Development Potentials, which is a joint research collaboration between the National Research Project on Improving Vietnam's Competitiveness and ACI-LKYSPP-NUS, provides a detailed assessment of the Vietnamese economy. We contend that Vietnam is at a critical juncture in its development whereby a new wave of far-reaching reforms is required to address persistent structural weaknesses and unleash the country's economic potentials. In addition, Vietnam's new growth model must tackle widening regional disparities which puts Vietnam at risk of becoming one country with two economies where the southern region of Vietnam pulls too far ahead of its northern and central counterparts. Based on our analysis, we propose a comprehensive policy roadmap for Vietnam to achieve balanced and sustainable development for enhanced competitiveness. The successful completion of this reform agenda will set Vietnam firmly on a dynamic growth path which will allow the country to catch up with the more advanced ASEAN member states by 2040.

This book provides a valuable compendium of annual indices and rankings of cost of living for expatriates and cost of living, wages and purchasing power for ordinary residents in 105 world's major cities over the period 2005-2015. Now in its third edition, the ACI's study reflects salient differences in costs of living for expatriate and ordinary urban dwellers which arise from variations in their lifestyles and consumption preferences. This is of critical significance as cost of living for the former is usually conflated as that for the latter by the general public.

This book titled 2017 Annual Competitiveness Analysis and Impact of Exchange Rates on Foreign Direct Investment Inflows to ASEAN Economies recount the development experience of ASEAN over the past 50 years, describe the long-term mega-trends which will shape ASEAN's development trajectory, and propose a development vision with actionable policy recommendations for ASEAN to become the fourth-largest economy in the world by 2030. Into its fifth edition, the book updates the annual economic competitive analysis for ASEAN-10 conducted by the Asia Competitiveness Institute (ACI). It also introduces an innovation to the institute's methodological framework which is the use of Shapley values to come up with objective weights for indicators, sub-environments and environments in the competitiveness index. This methodological innovation not only adds an element of objectivity in terms of the assignment of weights, but also validates the robustness of results obtained from the competitiveness studies over the past years. Recognising the importance of foreign direct investment (FDI) to growth and development in the region, the book also presents an empirical investigation of the drivers of FDI inflows, with specific focus on the effects of exchange rate and its volatility. For a group of economies looking to leverage on FDI and trade to transform themselves into the fourth-largest economy in the world, it is important for ASEAN to achieve high external competitiveness, especially in terms of the member states' real effective exchange rates (REER). These research findings make important academic and policy contributions by teasing out the relationship between REER levels, volatility and FDI in the ASEAN context. Finally, the book collates speeches by academics and policy-makers on issues of key interests to the future development of ASEAN. It contains the reflection on the ASEAN Charter by Professor Tommy Koh, Ambassador-at-Large at the Ministry of Foreign Affairs of Singapore. Moreover, the discussions on the One Belt One Road initiative and its implication for the region by Mr K Shanmugam, Minister for Home Affairs and Minister for Law of Singapore; and Professor Liew Mun Leong, Chairman of Surbana Jurong and Changi Airport Group as well as Provost Chair and Professor of NUS make this book a valuable compendium for policy-makers, thinkers, and anyone who has an interest in Southeast Asia and the Asia-Pacific.

Gathered from the most popular books by the ingenious origami expert Duy Nguyen, this array of projects will astound any fan of paper art. Everything's arranged by category so it's easy to find just what you're looking for, from the most traditional folds to funky new designs. With over 125 projects - from animals to cars, dinosaurs to Elvis - if it can be folded, Uber Origami has it.