Soft Computing for Data Mining Applications

With an increasing concern of personal data privacy in Hong Kong and around the world, the Office of the Privacy Commissioner for Personal Data (PCPD), Hong Kong publishes this third edition of Personal Data (Privacy) Law in Hong Kong: A Practical Guide on Compliance to provide practical guidance on the law of privacy, and the ways to protect personal data in everyday life. This third edition will guide readers through the recent developments of personal data privacy in the local, regional and global contexts with updates on recent Administrative Appeals Board and Court decisions, and investigation reports and materials from the PCPD. In addition, some most-concerned issues are discussed, such as ethical development and use of AI, the collection and use of personal data by employers during COVID-19, data protection under work-from-home arrangements, data security measures for ICT systems, guidelines on doxxing offences and data breach handling. This book will certainly provide read

The idea of a right to privacy, which arose in reaction to the rapid rise of newspapers, instant photography and the “paparazzi” of the 19th century, has evolved into a constitutional right in much of the developed world. It is enshrined in Hong Kong through Articles 28, 29, 30 and 39 of the Basic Law. Hong Kong stands proud as the first jurisdiction in Asia to enact legislation to safeguard personal data in the form of the Personal Data (Privacy) Ordinance, Cap 486 (“the Ordinance”) which came into force in 1996. At its centre are the six Data Protection Principles based on the 1980 OECD Guidelines. The office of the Privacy Commissioner for Personal Data was created under this legislation to provide oversight and ensure compliance. The Octopus scandal in mid-2010 eventually led to substantial changes being made to the Ordinance that were enacted in 2012 and 2013, the main amendments being the Direct Marketing provisions and the provision of legal assistance and representation to aggr

The idea of a right to privacy, which arose in reaction to the rapid rise of newspapers, instant photography and the “paparazzi” of the 19th century, has evolved into a constitutional right in much of the developed world. It is enshrined in Hong Kong through Articles 28, 29, 30 and 39 of the Basic Law. Hong Kong stands proud as the first jurisdiction in Asia to enact legislation to safeguard personal data in the form of the Personal Data (Privacy) Ordinance, Cap 486 (“the Ordinance”) which came into force in 1996. At its centre are the six Data Protection Principles based on the 1980 OECD Guidelines. The office of the Privacy Commissioner for Personal Data was created under this legislation to provide oversight and ensure compliance. The Octopus scandal in mid-2010 eventually led to substantial changes being made to the Ordinance that were enacted in 2012 and 2013, the main amendments being the Direct Marketing provisions and the provision of legal assistance and representation to aggr

《Spring Data JPA從入門到精通》以Spring Boot為技術基礎，從入門到精通，由淺入深地介紹Spring Data JPA的使用。有語法，有實踐，有原理剖析。 《Spring Data JPA從入門到精通》分為12章，內容包括整體認識JPA、JPA基礎查詢方法、定義查詢方法、注解式查詢方法、@Entity實例裡面常用注解詳解、JpaRepository擴展詳解、JPA的MVC擴展REST支持、DataSource的配置、樂觀鎖、SpEL表達式在Spring Data裡面的應用、Spring Data Redis實現cacheable的實踐、IntelliJ IDEA加快開發效率、Spring Data REST簡單介紹等。 《Spring Data JPA從入門到精通》適合Java開發初學者、Java開發工程師、Java開發架構師閱讀，也適合高等院校和培訓學校相關專業的師生教學參考。

Calculus: Applications in Constrained Optimization provides an accessible yet mathematically rigo...

006 第一回：找尋適合且實用的筆電！ 文法1：several+複數名詞 文法2：will be+ Ving 未來進行式 015 第二回：搶救及時壞掉的平板！ 文法1：While 表同時 (當) 文法2：In the meantime 表 (同時) 023 第三回：免稅商店買香水! 文法1：look for 尋找 文法2：would+原型動詞 031 第四回：智慧手錶怎麼挑 文法1：be interested in 感興趣於某事情 文法2：For example 表舉例 040 第五回：試穿鞋子很重要 文法1：Would you? 文法2：Try ... on 049 第六回：為心愛的人買項鍊 文法1：a variety of 文法2：be into 喜歡= have a soft spot for sth. 057 第七回：冰箱品牌比一比 文法1：In terms of=就..而言: 「about」通常用來說明關於什麼樣的主題 文法2：On the other hand 066 第八回：超級紀念品 文法1：Way+形容詞 文法2：Spend 用法

Guide for Design, Installation, and Assessment of Post-installed Reinforcements sets out the installation, design, and assessment guidelines for post-installed reinforcements and fills a much-needed gap in the literature. The technology of post-installed reinforcement is growing increasingly important since reinforcing bars are being used frequently in horizontal, vertical, and overhead applications on the rehabilitation and strengthening of existing structures. Post-installed reinforcements are also used in specific situations in new construction to simplify construction procedures and provide flexibility in design and construction. This book has its main focus on Hong Kong but sets a standard that could be followed both in the Mainland and beyond.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Candlestick technical analysis is an old trading technique that tracks the short-term price movements by employing the relationship between open, high, low, and close prices. The purpose of this thesis is to examine the predictive power of candlestick trading strategies by using the Taiwan 151 component stocks daily data for the period from 2 January 1992 to 31 December 2009. The main contribution of this thesis is using a fourprice- level approach to categorize the single-line patterns constructed by candlestick charting in a systematical manner. The approach adopted in this thesis permits us to release for the limitation of recognition in a manner not previously possible. Moreover, we not only consider transaction costs and risk but also mitigate data-snooping problems conscientiously by several appropriate methods, including the bootstrap methodology and sub-sample and out-of-sample tests. We find evidence that four patterns are profitable for the Taiwan stock market after transacti

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Modern architecture has become increasingly concerned about the integration and harmony between the natural and built environments. Terms like environmental protection and management, energy conservation, renewable energy, sustainability and ecology have been pouring into our ears on a daily basis. In fact, all these concepts are not new from an ancient Chinese point of view; Feng Shui or more academically, Kan Yu, is exactly the traditional Chinese wisdom aimed at creating harmony between the environment, buildings and people. Feng Shui is the philosophy which has influenced traditional building design in China for thousands of years. Based on Scientific Feng Shui for the Built Environment: Fundamentals and Case Studies published in 2011, this enhanced new edition has further taken into account the enhancements and new inputs in theories and applications. Emphasis is placed on two themes, sustainability and science. New case studies regarding sustainable design as viewed from a Feng

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Renowned astrologist master Peter So invented his very own So Clan Feng Shui. Unlike any predecessor, he champions the re-interpretation of ancient wisdom with modern applications, earning recognition among countless clients. In this book, Master So handpicked the most popular subject matters and the most practical Feng Shui applications for his readers, such as how to choose and decorate a house and ways to ward off mishaps in an office. - Feng Shui implications of “missing corners,” floor number of a flat - Do’s and don’ts for decorating main entrance, living room, bedroom, kitchen, washrooms and offices - Feng Shui setups for boosting love luck, dissipating unwanted love luck, blocking leakage of wealth, notching up income and bringing in more people - Ways to overcome or dissipate negative energies from indoor or outdoor sources; elaborate explanations on every Feng Shui tool - Highlights include Feng Shui setups for keeping your job, finding a new job, getting a salary raise and

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Pandemic MindsCOVID-19 and Mental Health in Hong KongKate WhiteheadThe COVID-19 pandemic was a global crisis that affected millions of lives and brought mental health challenges to the forefront. In Hong Kong, the situation was worsened by uniquely strict COVID-19 regulations, quarantine measures, and travel restrictions. The mental health issues associated with the pandemic did not end with the lifting of the mask mandate. On the contrary, the repercussions are only just beginning to surface and their impact will be felt for years to come.This eye-opening book tells the stories of ordinary Hongkongers who faced extraordinary challenges during the pandemic. Through a blend of first-person accounts, psychological insights, and hard data, it offers a compelling and accessible exploration of the toll that the COVID-19 pandemic has taken on mental health in Hong Kong.However, this book is not only a chronicle of suffering; it is also a guide to healing and hope. It offers practical advice

This volume is the first book-length monograph on the most widespread and deadly infectious disease in China, both historically and today: tuberculosis (TB). Weaving together interviews with data from periodicals and local archives in Shanghai, Rachel Core examines the rise and fall of TB control in China from the 1950s to the 1990s. The answer to this, Core argues, lies in the socialist work-unit system. Under the work-unit system, the vast majority of people had guaranteed employment, a host of benefits tied to their workplace, and there was little mobility—factors that made the delivery of medical and public health services possible in both urban and rural areas. The dismantling of work units amid wider market reforms in the 1980s and 1990s led to the rise of temporary and casual employment and a huge migrant worker population, with little access to health care, creating new challenges in TB control. This study of Shanghai has major implications for institutional research on diseas

This book is a useful reference that introduces the social inclusion tools and standards, as well as elaborates the applications in and outside Asia. It enables readers to see how people in different cultures interpret the concept of social inclusion and how social inclusion is experienced among different disadvantaged groups in society.

博物館關閉中，雲端不打烊！2020年受到新型冠狀病毒（COVID-19）疫情影響，許多海內外博物館、美術館不得已宣布無限期閉館。為了彌補人們無法走進實體場館親炙藝術的遺憾，各家博物館紛紛端出OPEN DATA資料庫或線上虛擬展覽，而5月博物館界的盛事「518世界博物館日」，臺灣也將以「開放博物館」為主題，讓人們防疫不妨藝。 事實上，博物館數位資料庫發展已久，但這一波疫情強化了「開放」（OPEN）的需求，也讓人們開始思考「資料」（DATA）如何被運用於「個人化數位典藏」或「虛擬策展」。本期專題從海內外資料庫的建置原理開始，帶領大家進入個人化的數位鑑藏世界，精選33個海內外藝術資料庫。入寶山，保證不會空手回！

Based on rare first-hand historical data, Wang Ke presents the analysis of the East Turkestan from the perspective of Islamic social structure, the origin and evolution of thoughts on national revolution, the power structure of the Republic, and international politics. The original Japanese edition of this book has been recognized as the most authoritative research work on the independence movement of East Turkestan. This revised, enriched English edition provides valuable references for the prominent issues of Xinjiang today. ~~~~~~~ “For those intrigued by the modern history of China’s Xinjiang region, this detailed study of the 1940s invites the reader to explore a tempestuous decade marked by conflict and turmoil as Uyghurs, Kazakhs and other ethnic groups sought to form an independent state, the East Turkestan Republic. Understanding the complex involvement of powerful outside forces, a brutal world war, and an opportunity for groups that saw a chance at independence requires ca

This study examined the relationship between ethical leadership and multidimensional organizational citizenship behaviors (OCBs), specifically organization-targeted OCBs (OCBO) and individual-targeted OCBs (OCBI). In addition, the study examined the multiple mediating effects of selfefficacy, respect, and leader-member exchange (LMX) on the relationship between ethical leadership and OCBO, as well as the relationship between ethical leadership and OCBI. Through the application of a hierarchical linear model, an analysis of the results from 656 dyadic supervisor- subordinate data from 145 business units in Taiwan showed that both respect and LMX significantly mediated the ethical leadership-OCBO and -OCBI relationships. The implications of these results for theory and practice and directions for future research are also discussed.

Even though molecular biology has long been a basic tool in biomedical research, scientists still face the question of why certain molecular biology methods are used for certain experiments. To unlock the mystery, one must first understand the principles behind the methods. Unfortunately, very few molecular biology books have successfully provided satisfactory explanations. This book intends to fill this void by offering topics ranging from basic knowledge to the current state of the art in applied molecular biology. The principles and applications related to each technique included in the text are all described in full detail.

雲端運算為近年來深受關注的議題之一，各種雲端運算服務陸續地推出市面，如何在現有雲端運算服務下開創新的發展機會，也成為產業界關注的焦點。 因此，本書根據Cloud Computing Journal與Red Herring於2011年的年度評選名單，挑選出25家具代表性的雲端運算創新服務案例，並將其區分為資訊工具、企業應用與個人應用三大類型，以進行商業模式分析。

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession. The papers in this volume cover a wide range of topics including corporate finance and debt management, earnings management, equity market, auditing, option pricing theory, and interest rate theory. In this volume there are eleven chapters, five of them are corporate finance and debt management: 1. Liquidity and Adverse Selection: Evidence from the Five-or-Fewer Rule Change; 2. Changing Busin

Even though molecular biology has long been a basic tool in biomedical research, scientists still face the question of why certain molecular biology methods are used for certain experiments. To unlock the mystery, one must first understand the principles behind the methods. Unfortunately, very few molecular biology books have successfully provided satisfactory explanations. This book intends to fill this void by offering topics ranging from basic knowledge to the current state of the art in applied molecular biology. The principles and applications related to each technique included in the text are all described in full detail.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession. The papers in this volume cover a wide range of topics including corporate finance and debt management, earnings management, equity market, auditing, option pricing theory, and interest rate theory. In this volume there are eleven chapters, five of them are corporate finance and debt management: 1. Liquidity and Adverse Selection: Evidence from the Five-or-Fewer Rule Change; 2. Changing Busin

Chinese planters,farmers and labors have left an indelible imprint on Malaysia's agricultural economy.With great effort and creativity,they opened jungles,converted disused mining land,and transformed the wilderness into rich farms and plantations that grew every crop of economic and social importance.Complementing their efforts,Chinese traders,industrialists and researchers linked agricultural to commerce and agro-based industry.In the process,the Chinese agriculturist and their trading and manufacturing counterparts made valuable contributions not only to national but world development. This book covers all areas of their pursuits,from lowland rice planting to highland flower farming,from small vegetable gardens to large rubber and oil palm plantations,and from trading to downstream agro-based activities.The book combines historical information with original insights from personal interviews to produce a captivating 200-year chronicle of the lives and work of generations of Chinese w

The digital divide and the inequalities of the availability and deployment of Information and Communication Technologies (ICTs) between developed and developing countries have long been a source of concern. Global institutions such as the United Nations, the International Telecommunications Union (ITU) and the World Bank, as well as regional and national level agencies, have set up task forces to investigate how ICTs can be enacted most effectively in developing countries. How this shared vision should be put into practice is a complex undertaking, but it is already taking place. In this volume, we go beyond the theoretical, the polemical and the philosophical to consider practical issues as they are encountered by stakeholders in the developing country context. 15 author teams explore key issues organized into four sections: (1) Theoretical Background and Culture; (2) Telecentres; (3) Applications; and (4) Key Concepts with Country Specific Studies. Examples of these applications are

2014 Shandong Qingdao Dongjiakou Taiwan Experiment Station 18 meters high 50 tons water tower at sea level Two yellow sea well buoys each containing 6 liquid piston cylinder steam engines The seawater rises 50 centimeters and then falls 50 centimeters to generate force Each liquid piston cylinder has a diameter of 38 cm and a length of 1 m. Six of them are subjected to the pressure of seawater. Seawater can be pressurized 24 hours a day to create a 50-ton yellow water tower at Shanghai level, 18 meters high. Three steps were introduced as follows: 1 Set sea well under 30~50 meters of seabed 2 Use daily ocean wave up then down to stimulate six series of steam engine pressing sea water up to aerial water tank over 18 meters of sea level 3 twenty four hours green energy is like as AI doing. In May 2018, a delegation of about 20 people from Taiwan visited the Qingdao Dongjiakou Ocean Wave Liquid Steam Turbine Power Generation Offshore Experimental Station. All data collected from 201

網管人220期通路預告資料 封面故事 新資料架構　資料湖倉崛起 集資料湖與資料倉儲優點於一身　簡化維運管理負擔 文◎余采霏 資料湖倉（Data Lakehouse）是近幾年新崛起的一種現代化資料架構，由於結合了資料湖（Data Lake）和資料倉儲（Data Warehouse）的優點，因此更有助於資料分析、機器學習或是產出BI報告，發揮資料的價值。尤其是在多模態AI的技術發展之下，不同型態資料互通與連結將更為重要，有了資料湖倉，資料科學家無須像以往一樣，必須跨多個系統、使用十種以上的工具，才能進行相關的商業分析或是機器學習。 資料湖倉市場目前仍在早期階段，不過，根據業界專家觀察，近半年來，越來越多的台灣企業也開始對資料湖倉抱以高度的關注。未來，隨著更多資料型態被收集與運用，Data Lakehouse效益將更為浮現。鑑此，本期邀請多位專家暢談Data Lakehouse新架構，從資料架構的起源發展，說明資料湖倉、資料湖以及資料倉儲間的差異，物件儲存在其中扮演的角色，以及為何Data Lakehouse更適合支援AI的應用與創新。 專題報導 IT數位力加持　智造新變革 工業AI走出實驗室　自動化工廠添智慧 文◎洪羿漣 放眼當前全球經濟環境，製造業正面臨多元且複雜的挑戰。企業 為了提升競爭力，必須利用工業物聯網（IIoT）、雲端運算／邊緣 運算、大數據平台和人工智慧（AI）等先進IT技術，從數位化邁 向自動化，甚至進一步整合工業AI，這不僅能夠提升生產效率， 還能降低運營風險並最佳化管理流程，贏得國際市場競爭力。本 次「智慧工廠部署策略論壇」由新電子、新通訊、網管人共同 主辦，邀請產學界專家分享AI為製造業帶來的革命性影響，以及 當前工業物聯網的應用及挑戰、從自動化到AI驅動的新應用等面 向，藉此讓製造業可參考借鏡，從營運思維切入，提升生產力與 良率品質。 產業趨勢 新型木馬病毒鎖定金融業　攻擊手法複雜刁鑽難防 CHAVECLOAK肆虐巴西各大銀行　隱身監控竊取用戶資訊 文◎林宜平 全球威脅情報及研究團隊FortiGuard Labs最近發現一個威脅攻擊使用惡意PDF文件來傳播銀行木馬CHAVECLOAK。這個複雜的攻擊包括從PDF下載ZIP文件，然後利用DLL加載技術執行最終的惡意軟體。值得注意的是，CHAVECLOAK專門瞄準巴西的使用者，目