Misplaced Pages

#784215

116-419: The Cross-industry standard process for data mining , known as CRISP-DM , is an open standard process model that describes common approaches used by data mining experts. It is the most widely-used analytics model. In 2015, IBM released a new methodology called Analytics Solutions Unified Method for Data Mining/Predictive Analytics (also known as ASUM-DM), which refines and extends CRISP-DM. CRISP-DM

232-656: A European customs union for the struggling post-war European economies, and in 1923 the oldest organisation for European integration, the Paneuropean Union was founded, led by Richard von Coudenhove-Kalergi , who later would found in June 1947 the European Parliamentary Union (EPU). Aristide Briand —who was Prime Minister of France , a follower of the Paneuropean Union, and Nobel Peace Prize laureate for

348-639: A proposal that linked funding with adherence to the rule of law . The budget included a COVID-19 recovery fund of €750   billion. The budget may still be approved if Hungary and Poland withdraw their vetoes after further negotiations in the council and the European Council . Bodies combatting fraud have also been established, including the European Anti-fraud Office and the European Public Prosecutor's Office . The latter

464-729: A royalty-free basis. Many definitions of the term standard permit patent holders to impose " reasonable and non-discriminatory licensing" royalty fees and other licensing terms on implementers or users of the standard. For example, the rules for standards published by the major internationally recognized standards bodies such as the Internet Engineering Task Force (IETF), International Organization for Standardization (ISO), International Electrotechnical Commission (IEC), and ITU-T permit their standards to contain specifications whose implementation will require payment of patent licensing fees. Among these organizations, only

580-518: A " collective head of state " and ratifies important documents (for example, international agreements and treaties). Tasks for the president of the European Council are ensuring the external representation of the EU, driving consensus and resolving divergences among member states, both during meetings of the European Council and over the periods between them. The European Council should not be mistaken for

696-576: A "free software and open standards law." The decree includes the requirement that the Venezuelan public sector must use free software based on open standards, and includes a definition of open standard: European Union in Europe  (dark grey) The European Union ( EU ) is a supranational political and economic union of 27 member states that are located primarily in Europe. The Union has

812-587: A broad forum to further cooperation and shared issues, achieving for example the European Convention on Human Rights in 1950. Essential for the actual birth of the institutions of the EU was the Schuman Declaration on 9 May 1950 (the day after the fifth Victory in Europe Day ) and the decision by six nations (France, Belgium, Netherlands, Luxembourg, West Germany and Italy) to follow Schuman and draft

928-657: A common patent policy under the banner of the WSC . However, the ITU-T definition should not necessarily be considered also applicable in ITU-R, ISO and IEC contexts, since the Common Patent Policy does not make any reference to "open standards" but rather only to "standards." In section 7 of its RFC 2026, the IETF classifies specifications that have been developed in a manner similar to that of

1044-674: A consensus basis. The definitions of the term open standard used by academics, the European Union , and some of its member governments or parliaments such as Denmark , France , and Spain preclude open standards requiring fees for use, as do the New Zealand , South African and the Venezuelan governments. On the standard organisation side, the World Wide Web Consortium (W3C) ensures that its specifications can be implemented on

1160-402: A data format which is made public, is thoroughly documented and neutral with regard to the technological tools needed to peruse the same data. The E-Government Interoperability Framework (e-GIF) defines open standard as royalty-free according to the following text: While a universally agreed definition of "open standards" is unlikely to be resolved in the near future, the e-GIF accepts that

1276-601: A definition of "open standards" needs to recognise a continuum that ranges from closed to open, and encompasses varying degrees of "openness." To guide readers in this respect, the e-GIF endorses "open standards" that exhibit the following properties: The e-GIF performs the same function in e-government as the Road Code does on the highways. Driving would be excessively costly, inefficient, and ineffective if road rules had to be agreed each time one vehicle encountered another. The Portuguese Open Standards Law, adopted in 2011, demands

SECTION 10

#1732863074785

1392-528: A definition of open standards, which also is used in pan-European software development projects. It states: The French Parliament approved a definition of "open standard" in its "Law for Confidence in the Digital Economy." The definition is (Article 4): A clear royalty-free stance and far reaching requirements case is the one for India's Government 4.1 Mandatory Characteristics An Identified Standard will qualify as an "Open Standard", if it meets

1508-584: A full, irrevocable and irreversible way to the Portuguese State; e) There are no restrictions to its implementation. A Law passed by the Spanish Parliament requires that all electronic services provided by the Spanish public administration must be based on open standards. It defines an open standard as royalty-free, according to the following definition (ANEXO Definiciones k): An open standard fulfills

1624-485: A permanent president of the European Council , the first of which was Herman Van Rompuy , and strengthened the position of the high representative of the union for foreign affairs and security policy . In 2012, the EU received the Nobel Peace Prize for having "contributed to the advancement of peace and reconciliation, democracy, and human rights in Europe". In 2013, Croatia became the 28th EU member. From

1740-534: A pooled military aid package to Ukraine for lethal weapons funded via the European Peace Facility off-budget instrument. Next Generation EU ( NGEU ) is a European Commission economic recovery package to support the EU member states to recover from the COVID-19 pandemic , in particular those that have been particularly hard hit. It is sometimes styled NextGenerationEU and Next Gen EU , and also called

1856-455: A possibility of strong changes in the 2024 elections. Since the end of World War II , sovereign European countries have entered into treaties and thereby co-operated and harmonised policies (or pooled sovereignty ) in an increasing number of areas, in the European integration project or the construction of Europe ( French : la construction européenne ). The following timeline outlines

1972-678: A post-war world and Europe increasingly became a part of the agenda. This led to a decision at the Yalta Conference in 1944 to form a European Advisory Commission , later replaced by the Council of Foreign Ministers and the Allied Control Council , following the German surrender and the Potsdam Agreement in 1945. By the end of the war, European integration became seen as an antidote to

2088-594: A right of unilateral withdrawal under Article 50 of the Treaty on European Union. In addition, the principle of subsidiarity requires that only those matters that need to be determined collectively are so determined. Under the principle of supremacy , national courts are required to enforce the treaties that their member states have ratified, even if doing so requires them to ignore conflicting national law, and (within limits) even constitutional provisions. The direct effect and supremacy doctrines were not explicitly set out in

2204-699: A set number of seats and is divided into sub-national constituencies where this does not affect the proportional nature of the voting system. In the ordinary legislative procedure , the European Commission proposes legislation, which requires the joint approval of the European Parliament and the Council of the European Union to pass. This process applies to nearly all areas, including the EU budget . The parliament

2320-588: A set of principles which have contributed to the exponential growth of the Internet and related technologies. The "OpenStand Principles" define open standards and establish the building blocks for innovation. Standards developed using the OpenStand principles are developed through an open, participatory process, support interoperability, foster global competition, are voluntarily adopted on a global level and serve as building blocks for products and services targeted to meet

2436-551: A total area of 4,233,255 km (1,634,469 sq mi) and an estimated total population of over 449   million. The EU has often been described as a sui generis political entity combining the characteristics of both a federation and a confederation . Containing 5.8% of the world population in 2020, EU member states generated a nominal gross domestic product (GDP) of around US$ 16.6   trillion in 2022, constituting approximately one sixth of global nominal GDP . Additionally, all EU states except Bulgaria have

SECTION 20

#1732863074785

2552-589: A very high Human Development Index according to the United Nations Development Programme . Its cornerstone, the Customs Union , paved the way to establishing an internal single market based on standardised legal framework and legislation that applies in all member states in those matters, and only those matters, where the states have agreed to act as one. EU policies aim to ensure the free movement of people, goods, services and capital within

2668-456: A wide range of meanings associated with their usage. There are a number of definitions of open standards which emphasize different aspects of openness, including the openness of the resulting specification, the openness of the drafting process, and the ownership of rights in the standard. The term "standard" is sometimes restricted to technologies approved by formalized committees that are open to participation by all interested parties and operate on

2784-642: Is a decentralized independent body of the European Union (EU), established under the Treaty of Lisbon between 22 of the 27 states of the EU following the method of enhanced cooperation . The European Public Prosecutor's Office investigate and prosecute fraud against the budget of the European Union and other crimes against the EU's financial interests including fraud concerning EU funds of over €10,000 and cross-border VAT fraud cases involving damages above €10 million. Member states retain in principle all powers except those that they have agreed collectively to delegate to

2900-618: Is based in Kirchberg, Luxembourg City alongside the Court of Justice of the European Union and the European Court of Auditors. Constitutionally, the EU bears some resemblance to both a confederation and a federation , but has not formally defined itself as either. (It does not have a formal constitution: its status is defined by the Treaty of European Union and the Treaty on the Functioning of

3016-688: Is determined by the market. The ITU-T is a standards development organization (SDO) that is one of the three sectors of the International Telecommunication Union (a specialized agency of the United Nations ). The ITU-T has a Telecommunication Standardization Bureau director's Ad Hoc group on IPR that produced the following definition in March 2005, which the ITU-T as a whole has endorsed for its purposes since November 2005: The ITU-T , ITU-R , ISO , and IEC have harmonized on

3132-557: Is here meant in the sense of fulfilling the following requirements: The Network Centric Operations Industry Consortium (NCOIC) defines open standard as the following: Specifications for hardware and/or software that are publicly available implying that multiple vendors can compete directly based on the features and performance of their products. It also implies that the existing open system can be removed and replaced with that of another vendor with minimal effort and without major interruption. The Danish government has attempted to make

3248-463: Is inconsistent with EU law. It is not possible to appeal against the decisions of national courts in the CJEU, but rather national courts refer questions of EU law to the CJEU. However, it is ultimately for the national court to apply the resulting interpretation to the facts of any given case. Although, only courts of final appeal are bound to refer a question of EU law when one is addressed. The treaties give

3364-419: Is largely attributable to the fact that it is industry, tool, and application neutral. CRISP-DM breaks the process of data mining into six major phases: The sequence of the phases is not strict and moving back and forth between different phases is usually required. The arrows in the process diagram indicate the most important and frequent dependencies between phases. The outer circle in the diagram symbolizes

3480-594: Is organised as a directorial system , where the executive power is jointly exercised by several people. The executive branch consists of the European Council and European Commission. The European Council sets the broad political direction of the Union. It convenes at least four times a year and comprises the president of the European Council (presently Charles Michel ), the president of the European Commission and one representative per member state (either its head of state or head of government ). The high representative of

3596-550: Is regulated to try to balance the aspirations of private initiatives with public interest decision-making process. The European Union had an agreed budget of €170.6  billion in 2022. The EU had a long-term budget of €1,082.5 billion for the period 2014–2020, representing 1.02% of the EU-28's GNI. In 1960, the budget of the European Community was 0.03 per cent of GDP. Of this, €54bn subsidised agriculture enterprise , €42bn

Cross-industry standard process for data mining - Misplaced Pages Continue

3712-502: Is the final body to approve or reject the proposed membership of the commission, and can attempt motions of censure on the commission by appeal to the Court of Justice . The president of the European Parliament carries out the role of speaker in Parliament and represents it externally. The president and vice-presidents are elected by MEPs every two and a half years. The judicial branch of

3828-485: Is then able to recruit staff from among the pool of candidates selected by EPSO. On average, EPSO receives around 60,000–70,000 applications a year with around 1,500–2,000 candidates recruited by the European Union institutions. The European Ombudsman is the ombudsman branch of the European Union that holds the institutions, bodies and agencies of the EU to account, and promotes good administration. The Ombudsman helps people, businesses and organisations facing problems with

3944-501: Is then published in the form of RFC 6852 in January 2013. The European Union defined the term for use within its European Interoperability Framework for Pan-European eGovernment Services, Version 1.0 although it does not claim to be a universal definition for all European Union use and documentation. To reach interoperability in the context of pan-European eGovernment services, guidance needs to focus on open standards. The word "open"

4060-618: The Common Foreign and Security Policy , the union has developed a role in external relations and defence . It maintains permanent diplomatic missions throughout the world and represents itself at the United Nations , the World Trade Organization , the G7 and the G20 . Due to its global influence, the European Union has been described by some scholars as an emerging superpower . The EU

4176-658: The Council of Europe , an international organisation independent of the EU and based in Strasbourg. The European Commission acts both as the EU's executive arm , responsible for the day-to-day running of the EU, and also the legislative initiator , with the sole power to propose laws for debate. The commission is 'guardian of the Treaties' and is responsible for their efficient operation and policing. It has 27 European commissioners for different areas of policy, one from each member state, though commissioners are bound to represent

4292-531: The Court of Justice of the European Union , the European Central Bank and the European Court of Auditors . Competence in scrutinising and amending legislation is shared between the Council of the European Union and the European Parliament, while executive tasks are performed by the European Commission and in a limited capacity by the European Council (not to be confused with the aforementioned Council of

4408-711: The Declaration of St James's Palace of 1941, when Europe's resistance gathered in London. This was expanded on by the 1941 Atlantic Charter , establishing the Allies and their common goals, inciting a new wave of global international institutions like the United Nations ( founded 1945 ) or the Bretton Woods System (1944). In 1943 at the Moscow Conference and Tehran Conference , plans to establish joint institutions for

4524-498: The European Union Recovery Instrument . Agreed in principle by the European Council on 21 July 2020 and adopted on 14 December 2020, the instrument is worth € 750 billion . NGEU will operate from 2021 to 2026, and will be tied to the regular 2021–2027 budget of the EU's Multiannual Financial Framework (MFF). The comprehensive NGEU and MFF packages are projected to reach €1824.3 billion. Preparing

4640-615: The French Union was installed by the new Fourth French Republic to direct the decolonization of its colonies so that they would become parts of a European community. By 1947 a growing rift between the western Allied Powers and the Soviet Union became evident as a result of the rigged 1947 Polish legislative election , which constituted an open breach of the Yalta Agreement . March of that year saw two important developments. First

4756-743: The GSM phones (adopted as a government standard), Open Group which promotes UNIX , and the Internet Engineering Task Force (IETF) which created the first standards of SMTP and TCP/IP. Buyers tend to prefer open standards which they believe offer them cheaper products and more choice for access due to network effects and increased competition between vendors. Open standards which specify formats are sometimes referred to as open formats . Many specifications that are sometimes referred to as standards are proprietary, and only available (if they can be obtained at all) under restrictive contract terms from

Cross-industry standard process for data mining - Misplaced Pages Continue

4872-555: The Locarno Treaties —delivered a widely recognized speech at the League of Nations in Geneva on 5 September 1929 for a federal Europe to secure Europe and settle the historic Franco-German enmity . With large-scale war being waged in Europe once again in the 1930s and becoming World War II , the question of what to fight against and what for, had to be agreed on. A first agreement was

4988-872: The Treaty of Brussels was signed, establishing the Western Union (WU), followed by the International Authority for the Ruhr . Furthermore, the Organisation for European Economic Co-operation (OEEC), the predecessor of the OECD, was also founded in 1948 to manage the Marshall Plan , which led to the Soviets creating Comecon in response. The ensuing Hague Congress of May 1948 was a pivotal moment in European integration, as it led to

5104-748: The Treaty of Paris . This treaty was created in 1952 the European Coal and Steel Community (ECSC), which was built on the International Authority for the Ruhr , installed by the Western Allies in 1949 to regulate the coal and steel industries of the Ruhr area in West Germany. Backed by the Marshall Plan with large funds coming from the United States since 1948, the ECSC became a milestone organisation, enabling European economic development and integration and being

5220-534: The United Kingdom . Norway had negotiated to join at the same time, but Norwegian voters rejected membership in a referendum . The Ostpolitik and the ensuing détente led to establishment of a first truly pan-European body, the Conference on Security and Co-operation in Europe (CSCE), predecessor of the modern Organization for Security and Co-operation in Europe (OSCE). In 1979, the first direct elections to

5336-440: The Western Union , the International Authority for the Ruhr , the European Coal and Steel Community , the European Economic Community and the European Atomic Energy Community , which were established by treaties. These increasingly amalgamated bodies grew, with their legal successor the EU, both in size through the accessions of a further 22 states from 1973 to 2013, and in power through acquisitions of policy areas. In 2012,

5452-440: The extreme nationalism that had caused the war. On 19 September 1946, in a much recognized speech, Winston Churchill , speaking at the University of Zürich , reiterated his calls since 1930 for a "European Union" and "Council of Europe", coincidentally parallel to the Hertenstein Congress of the Union of European Federalists , one of the then founded and later constituting members of the European Movement . One month later,

5568-457: The monetary branch of the European Union, the prime component of the Eurosystem and the European System of Central Banks. It is one of the world's most important central banks . The ECB Governing Council makes monetary policy for the Eurozone and the European Union, administers the foreign exchange reserves of EU member states, engages in foreign exchange operations, and defines the intermediate monetary objectives and key interest rate of

5684-447: The principle of conferral (which says that it should act only within the limits of the competences conferred on it by the treaties ) and of subsidiarity (which says that it should act only where an objective cannot be sufficiently achieved by the member states acting alone). Laws made by the EU institutions are passed in a variety of forms. Generally speaking, they can be classified into two groups: those which come into force without

5800-430: The "Simplified BSD License" as stated in the IETF Trust Legal Provisions and Copyright FAQ based on RFC 5377. In August 2012, the IETF combined with the W3C and IEEE to launch OpenStand and to publish The Modern Paradigm for Standards. This captures "the effective and efficient standardization processes that have made the Internet and Web the premiere platforms for innovation and borderless commerce". The declaration

5916-480: The 1960s, tensions began to show, with France seeking to limit supranational power. Nevertheless, in 1965 an agreement was reached, and on 1 July 1967 the Merger Treaty created a single set of institutions for the three communities, which were collectively referred to as the European Communities . Jean Rey presided over the first merged commission ( Rey Commission ). In 1973, the communities were enlarged to include Denmark (including Greenland), Ireland, and

SECTION 50

#1732863074785

6032-415: The CJEU the power for consistent application of EU law across the EU as a whole. The court also acts as an administrative and constitutional court between the other EU institutions and the Member States and can annul or invalidate unlawful acts of EU institutions, bodies, offices and agencies. The General Court is a constituent court of the European Union. It hears actions taken against the institutions of

6148-417: The Council of the European Union and the "Council of Ministers", its former title), forms one half of the EU's legislature. It consists of a representative from each member state's government and meets in different compositions depending on the policy area being addressed . Notwithstanding its different configurations, it is considered to be one single body. In addition to the legislative functions, members of

6264-401: The ECB and the national central banks (NCBs) of all 27 member states of the European Union. The ESCB is not the monetary authority of the eurozone, because not all EU member states have joined the euro. The ESCB's objective is price stability throughout the European Union. Secondarily, the ESCB's goal is to improve monetary and financial cooperation between the Eurosystem and member states outside

6380-401: The EU administration by investigating complaints, as well as by proactively looking into broader systemic issues. The current Ombudsman is Emily O'Reilly . The European Public Prosecutor's Office (EPPO) is the prosecutory branch of the union with juridical personality, established under the Treaty of Lisbon between 23 of the 27 states of the EU following the method of enhanced cooperation. It

6496-474: The EU was awarded the Nobel Peace Prize . The United Kingdom became the only member state to leave the EU , in 2020; ten countries are aspiring or negotiating to join it . Internationalism and visions of European unity had existed since well before the 19th century, but gained particularly as a reaction to World War I and its aftermath. In this light the first advances for the idea of European integration were made. In 1920 John Maynard Keynes proposed

6612-420: The EU, which together with the Council of the European Union is tasked with amending and approving the European Commission's proposals. 705 members of the European Parliament (MEPs) are directly elected by EU citizens every five years on the basis of proportional representation . MEPs are elected on a national basis and they sit according to political groups rather than their nationality. Each country has

6728-436: The EU. The ECB Executive Board enforces the policies and decisions of the Governing Council, and may direct the national central banks when doing so. The ECB has the exclusive right to authorise the issuance of euro banknotes . Member states can issue euro coins , but the volume must be approved by the ECB beforehand. The bank also operates the TARGET2 payments system. The European System of Central Banks (ESCB) consists of

6844-437: The Euro . After the economic crisis caused by the COVID-19 pandemic , the EU leaders agreed for the first time to create common debt to finance the European Recovery Program called Next Generation EU (NGEU). On 24 February 2022, after massing on the borders of Ukraine, the Russian Armed Forces undertook an attempt for a full-scale invasion of Ukraine. The European Union imposed heavy sanctions on Russia and agreed on

6960-400: The European Community and the EU, and then made amendments to those founding treaties. These are power-giving treaties which set broad policy goals and establish institutions with the necessary legal powers to implement those goals. These legal powers include the ability to enact legislation which can directly affect all member states and their inhabitants. The EU has legal personality , with

7076-428: The European Council of its decision to leave on 29 March 2017, initiating the formal withdrawal procedure for leaving the EU ; following extensions to the process, the UK left the European Union on 31 January 2020, though most areas of EU law continued to apply to the UK for a transition period which lasted until 31 December 2020. The early 2020s saw Denmark abolishing one of its three opt-outs and Croatia adopting

SECTION 60

#1732863074785

7192-420: The European Council. The other 25 commissioners are subsequently appointed by the Council of the European Union in agreement with the nominated president. The 27 commissioners as a single body are subject to approval (or otherwise) by a vote of the European Parliament . All commissioners are first nominated by the government of the respective member state. The council, as it is now simply called (also called

7308-420: The European Parliament were held. Greece joined in 1981. In 1985, Greenland left the Communities , following a dispute over fishing rights. During the same year, the Schengen Agreement paved the way for the creation of open borders without passport controls between most member states and some non-member states. In 1986, the Single European Act was signed. Portugal and Spain joined in 1986. In 1990, after

7424-432: The European Treaties but were developed by the Court of Justice itself over the 1960s, apparently under the influence of its then most influential judge, Frenchman Robert Lecourt . The question whether the secondary law enacted by the EU has a comparable status in relation to national legislation, has been a matter of debate among legal scholars. The European Union is based on a series of treaties . These first established

7540-402: The European Union by individuals and member states, although certain matters are reserved for the Court of Justice. Decisions of the General Court can be appealed to the Court of Justice, but only on a point of law. Prior to the coming into force of the Lisbon Treaty on 1 December 2009, it was known as the Court of First Instance. The European Central Bank (ECB) is one of the institutions of

7656-410: The European Union ). It is more integrated than a traditional confederation of states because the general level of government widely employs qualified majority voting in some decision-making among the member states, rather than relying exclusively on unanimity. It is less integrated than a federal state because it is not a state in its own right: sovereignty continues to flow 'from the bottom up', from

7772-419: The European Union is formally called the Court of Justice of the European Union (CJEU) and consists of two courts: the Court of Justice and the General Court . The Court of Justice is the supreme court of the European Union in matters of European Union law . As a part of the CJEU, it is tasked with interpreting EU law and ensuring its uniform application across all EU member states under Article 263 of

7888-417: The European Union). The monetary policy of the eurozone is determined by the European Central Bank. The interpretation and the application of EU law and the treaties are ensured by the Court of Justice of the European Union. The EU budget is scrutinised by the European Court of Auditors. There are also a number of ancillary bodies which advise the EU or operate in a specific area. The Union's executive branch

8004-495: The IETF and ITU-T explicitly refer to their standards as "open standards", while the others refer only to producing "standards". The IETF and ITU-T use definitions of "open standard" that allow "reasonable and non-discriminatory" patent licensing fee requirements. There are those in the open-source software community who hold that an "open standard" is only open if it can be freely adopted, implemented and extended. While open standards or architectures are considered non-proprietary in

8120-518: The IETF itself as being "open standards," and lists the standards produced by ANSI , ISO , IEEE , and ITU-T as examples. As the IETF standardization processes and IPR policies have the characteristics listed above by ITU-T, the IETF standards fulfill the ITU-T definition of "open standards." However, the IETF has not adopted a specific definition of "open standard"; both RFC 2026 and the IETF's mission statement (RFC 3935) talks about "open process," but RFC 2026 does not define "open standard" except for

8236-407: The Netherlands , and West Germany signed the Treaty of Rome , which created the European Economic Community (EEC) and established a customs union . They also signed another pact creating the European Atomic Energy Community (Euratom) for cooperation in developing nuclear power. Both treaties came into force in 1958. Although the EEC and Euratom were created separately from the ECSC, they shared

8352-740: The Soviets. Immediately following the February 1948 coup d'état by the Communist Party of Czechoslovakia , the London Six-Power Conference was held, resulting in the Soviet boycott of the Allied Control Council and its incapacitation, an event marking the beginning of the Cold War . The year 1948 marked the beginning of the institutionalised modern European integration . In March 1948

8468-501: The Teradata data warehouse and its own data mining software. Daimler-Benz had a significant data mining team. OHRA was starting to explore the potential use of data mining. The first version of the methodology was presented at the 4th CRISP-DM SIG Workshop in Brussels in March 1999, and published as a step-by-step data mining guide later that year. Between 2006 and 2008, a CRISP-DM 2.0 SIG

8584-535: The Treaty of the Functioning of the European Union (TFEU). The Court was established in 1952, and is based in Luxembourg . It is composed of one judge per member state – currently 27 – although it normally hears cases in panels of three, five or fifteen judges. The Court has been led by president Koen Lenaerts since 2015. The CJEU is the highest court of the European Union in matters of Union law . Its case-law provides that EU law has supremacy over any national law that

8700-430: The Union as a whole, though the exact delimitation has on occasions become a subject of scholarly or legal disputes. In certain fields, members have awarded exclusive competence and exclusive mandate to the Union. These are areas in which member states have entirely renounced their own capacity to enact legislation. In other areas, the EU and its member states share the competence to legislate. While both can legislate,

8816-549: The Union for a new great enlargement is a political priority for the Union, with the goal of achieving over 35 member states by 2030. Institutional and budgetary reforms are being discussed in order to the Union to be ready for the new members. In May 2024, concerns rise, that the outcome of the elections in June, can undermine some of the crucial policies of the EU in the domain of environment, diplomacy, economy . The war in Ukraine by creating inflation, lowering life level created

8932-654: The WEU and NATO in 1955, prompting the Soviet Union to form the Warsaw Pact in 1955 as an institutional framework for its military domination in the countries of Central and Eastern Europe . Assessing the progress of European integration the Messina Conference was held in 1955, ordering the Spaak report , which in 1956 recommended the next significant steps of European integration. In 1957, Belgium , France , Italy , Luxembourg ,

9048-504: The beginning of the 2010s, the cohesion of the European Union has been tested by several issues, including a debt crisis in some of the Eurozone countries , a surge in asylum seekers in 2015 , and the United Kingdom's withdrawal from the EU . A referendum in the UK on its membership of the European Union was held in 2016, with 51.9 per cent of participants voting to leave. The UK formally notified

9164-416: The council also have executive responsibilities, such as the development of a Common Foreign and Security Policy and the coordination of broad economic policies within the Union. The Presidency of the council rotates between member states, with each holding it for six months. Beginning on 1 July 2024, the position is held by Hungary. The European Parliament is one of three legislative institutions of

9280-556: The creation of the European Movement International , the College of Europe and most importantly to the foundation of the Council of Europe on 5 May 1949 (which is now Europe Day ). The Council of Europe was one of the first institutions to bring the sovereign states of (then only Western) Europe together, raising great hopes and fevered debates in the following two years for further European integration. It has since been

9396-470: The cyclic nature of data mining itself. A data mining process continues after a solution has been deployed. The lessons learned during the process can trigger new, often more focused business questions, and subsequent data mining processes will benefit from the experiences of previous ones. Polls conducted at the same website ( KDNuggets ) in 2002, 2004, 2007, and 2014 show that it was the leading methodology used by industry data miners who decided to respond to

9512-601: The degree of openness will be taken into account when selecting an appropriate standard: The UK government 's definition of open standards applies to software interoperability, data and document formats. The criteria for open standards are published in the "Open Standards Principles" policy paper and are as follows. The Cabinet Office in the UK recommends that government departments specify requirements using open standards when undertaking procurement exercises in order to promote interoperability and re-use, and avoid technological lock-in. The Venezuelan Government approved

9628-451: The entire cabinet, the final say in accepting or rejecting a candidate submitted for a given portfolio by a member state, and oversees the commission's permanent civil service. After the President, the most prominent commissioner is the high representative of the union for foreign affairs and security policy, who is ex-officio a vice-president of the European Commission and is also chosen by

9744-457: The euro, followed by Cyprus and Malta in 2008, Slovakia in 2009, Estonia in 2011, Latvia in 2014, and Lithuania in 2015. On 1 December 2009, the Lisbon Treaty entered into force and reformed many aspects of the EU. In particular, it changed the legal structure of the European Union, merging the EU three pillars system into a single legal entity provisioned with a legal personality , created

9860-481: The eurozone. The European Court of Auditors (ECA) is the auditory branch of the European Union. It was established in 1975 in Luxembourg in order to improve EU financial management. It has 27 members (1 from each EU member-state) supported by approximately 800 civil servants. The European Personnel Selection Office (EPSO) is the EU's civil service recruitment body and operates its selection of candidates via generalist and specialist competitions. Each institution

9976-586: The fall of the Eastern Bloc , the former East Germany became part of the communities as part of a reunified Germany . The European Union was formally established when the Maastricht Treaty —whose main architects were Horst Köhler , Helmut Kohl and François Mitterrand —came into force on 1 November 1993. The treaty also gave the name European Community to the EEC, even if it was referred to as such before

10092-502: The following conditions: The South African Government approved a definition in the "Minimum Interoperability Operating Standards Handbook" (MIOS). For the purposes of the MIOS, a standard shall be considered open if it meets all of these criteria. There are standards which we are obliged to adopt for pragmatic reasons which do not necessarily fully conform to being open in all respects. In such cases, where an open standard does not yet exist,

10208-564: The following criteria: Italy has a general rule for the entire public sector dealing with Open Standards, although concentrating on data formats, in Art. 68 of the Code of the Digital Administration ( Codice dell'Amministrazione Digitale ) [applications must] allow representation of data under different formats, at least one being an open data format. [...] [it is defined] an open data format,

10324-732: The institutions of the developing European community under the European Political Community , which was to include the also proposed European Defence Community , an alternative to West Germany joining NATO which was established in 1949 under the Truman Doctrine . In 1954 the Modified Brussels Treaty transformed the Western Union into the Western European Union (WEU). West Germany eventually joined both

10440-425: The interests of the EU as a whole rather than their home state. The leader of the 27 is the president of the European Commission (presently Ursula von der Leyen for 2019–2024, reelected for the 2024-2029 term), proposed by the European Council , following and taking into account the result of the European elections, and is then elected by the European Parliament. The President retains, as the leader responsible for

10556-461: The internal market; enact legislation in justice and home affairs; and maintain common policies on trade , agriculture , fisheries and regional development . Passport controls have been abolished for travel within the Schengen Area . The eurozone is a group composed of the 20 EU member states that have fully implemented the economic and monetary union and use the euro currency . Through

10672-518: The legal inception of the European Union (EU)—the principal framework for this unification. The EU inherited many of its present responsibilities from the European Communities (EC), which were founded in the 1950s in the spirit of the Schuman Declaration . The European Union operates through a hybrid system of supranational and intergovernmental decision-making, and according to

10788-486: The member states can only legislate to the extent to which the EU has not. In other policy areas, the EU can only co-ordinate, support and supplement member state action but cannot enact legislation with the aim of harmonising national laws. That a particular policy area falls into a certain category of competence is not necessarily indicative of what legislative procedure is used for enacting legislation within that policy area. Different legislative procedures are used within

10904-500: The member states. Since then, the eurozone has increased to encompass 20 countries. The euro currency became the second-largest reserve currency in the world. In 2004, the EU saw its biggest enlargement to date when Cyprus, the Czech Republic, Estonia , Hungary , Latvia , Lithuania , Malta , Poland , Slovakia , and Slovenia joined the union. In 2007, Bulgaria and Romania became EU members. Later that year, Slovenia adopted

11020-558: The methodology started in 2006, but have, as of June 2015, not led to a new version, and the "Special Interest Group" (SIG) responsible along with the website has long disappeared (see History of CRISP-DM ). In 2024, Harvard Business Review published an updated framework, bizML, that is designed for greater relevance to business personnel and to be specific for machine learning projects in particular, rather than for analytics , data science , or data mining projects in general. Open standard The terms open and standard have

11136-420: The necessity for national implementation measures (regulations) and those which specifically require national implementation measures (directives). EU policy is in general promulgated by EU directives , which are then implemented in the domestic legislation of its member states , and EU regulations , which are immediately enforceable in all member states. Lobbying at the EU level by special interest groups

11252-400: The needs of markets and consumers. This drives innovation which, in turn, contributes to the creation of new markets and the growth and expansion of existing markets. There are five, key OpenStand Principles, as outlined below: 1. Cooperation Respectful cooperation between standards organizations, whereby each respects the autonomy, integrity, processes, and intellectual property rules of

11368-417: The old CRISP-DM documents available for download and it has incorporated it into its SPSS Modeler product. Based on current research, CRISP-DM is the most widely used form of data-mining model because of its various advantages which solved the existing problems in the data mining industries. Some of the drawbacks of this model is that it does not perform project management activities. The success of CRISP-DM

11484-411: The organization that owns the copyright on the specification. As such these specifications are not considered to be fully open . Joel West has argued that "open" standards are not black and white but have many different levels of "openness". A more open standard tends to occur when the knowledge of the technology becomes dispersed enough that competition is increased and others are able to start copying

11600-534: The origin of the main institutions of the EU such as the European Commission and Parliament . Founding fathers of the European Union understood that coal and steel were the two industries essential for waging war, and believed that by tying their national industries together, a future war between their nations became much less likely. In parallel with Schuman, the Pleven Plan of 1951 tried but failed to tie

11716-711: The others. 2. Adherence to Principles – Adherence to the five fundamental principles of standards development, namely 3. Collective Empowerment Commitment by affirming standards organizations and their participants to collective empowerment by striving for standards that: 4. Availability Standards specifications are made accessible to all for implementation and deployment. Affirming standards organizations have defined procedures to develop specifications that can be implemented under fair terms. Given market diversity, fair terms may vary from royalty-free to fair, reasonable, and non-discriminatory terms (FRAND). 5. Voluntary Adoption Standards are voluntarily adopted and success

11832-631: The purpose of defining what documents IETF standards can link to. RFC 2026 belongs to a set of RFCs collectively known as BCP 9 (Best Common Practice, an IETF policy). RFC 2026 was later updated by BCP 78 and 79 (among others). As of 2011 BCP 78 is RFC 5378 (Rights Contributors Provide to the IETF Trust), and BCP 79 consists of RFC 3979 (Intellectual Property Rights in IETF Technology) and a clarification in RFC 4879. The changes are intended to be compatible with

11948-469: The same category of competence, and even with the same policy area. The distribution of competences in various policy areas between member states and the union is divided into the following three categories: The European Union has seven principal decision-making bodies, its institutions : the European Parliament , the European Council , the Council of the European Union , the European Commission ,

12064-540: The same courts and the Common Assembly. The EEC was headed by Walter Hallstein ( Hallstein Commission ) and Euratom was headed by Louis Armand ( Armand Commission ) and then Étienne Hirsch ( Hirsch Commission ). The OEEC was in turn reformed in 1961 into the Organisation for Economic Co-operation and Development (OECD) and its membership was extended to states outside of Europe, the United States and Canada. During

12180-480: The sense that the standard is either unowned or owned by a collective body, it can still be publicly shared and not tightly guarded. The typical example of "open source" that has become a standard is the personal computer originated by IBM and now referred to as Wintel , the combination of the Microsoft operating system and Intel microprocessor. There are three others that are most widely accepted as "open" which include

12296-449: The several peoples of the separate member states, rather than from a single undifferentiated whole. This is reflected in the fact that the member states remain the 'masters of the Treaties', retaining control over the allocation of competences to the union through constitutional change (thus retaining so-called Kompetenz-kompetenz ); in that they retain control of the use of armed force; they retain control of taxation; and in that they retain

12412-648: The survey. The only other data mining approach named in these polls was SEMMA . However, SAS Institute clearly states that SEMMA is not a data mining methodology, but rather a "logical organization of the functional toolset of SAS Enterprise Miner." A review and critique of data mining process models in 2009 called the CRISP-DM the "de facto standard for developing data mining and knowledge discovery projects." Other reviews of CRISP-DM and data mining process models include Kurgan and Musilek's 2006 review, and Azevedo and Santos' 2008 comparison of CRISP-DM and SEMMA. Efforts to update

12528-693: The technology as they implement it. This occurred with the Wintel architecture as others were able to start imitating the software. Less open standards exist when a particular firm has much power (not ownership) over the standard, which can occur when a firm's platform "wins" in standard setting or the market makes one platform most popular. On August 12, 2012, the Institute of Electrical and Electronics Engineers (IEEE), Internet Society (ISOC), World Wide Web Consortium (W3C), Internet Engineering Task Force (IETF) and Internet Architecture Board (IAB), jointly affirmed

12644-499: The treaty. With further enlargement planned to include the former communist states of Central and Eastern Europe, as well as Cyprus and Malta , the Copenhagen criteria for candidate members to join the EU were agreed upon in June 1993. The expansion of the EU introduced a new level of complexity and discord. In 1995, Austria, Finland, and Sweden joined the EU. In 2002, euro banknotes and coins replaced national currencies in 12 of

12760-487: The union for foreign affairs and security policy (presently Josep Borrell ) also takes part in its meetings. Described by some as the union's "supreme political leadership", it is actively involved in the negotiation of treaty changes and defines the EU's policy agenda and strategies. Its leadership role involves solving disputes between member states and the institutions, and to resolving any political crises or disagreements over controversial issues and policies. It acts as

12876-667: The use of Open Standards, and is applicable to sovereign entities, central public administration services (including decentralized services and public institutes), regional public administration services and the public sector. In it, Open Standards are defined thus: a) Its adoption is fruit off an open decision process accessible to all interested parties; b) The specifications document must have been freely published, allowing its copy, distribution and use without restrictions; c) The specifications document cannot cover undocumented actions of processes; d) The applicable intellectual property rights, including patents, have been made available in

12992-464: Was conceived in 1996 and became a European Union project under the ESPRIT funding initiative in 1997. The project was led by five companies: Integral Solutions Ltd (ISL) , Teradata , Daimler AG , NCR Corporation , and OHRA , an insurance company. This core consortium brought different experiences to the project. ISL, was later acquired and merged into SPSS . The computer giant NCR Corporation produced

13108-525: Was established, along with its citizenship , when the Maastricht Treaty came into force in 1993, and was incorporated as an international legal juridical person upon entry into force of the Treaty of Lisbon in 2009 . Its beginnings can be traced to the Inner Six states (Belgium, France, Italy, Luxembourg, the Netherlands, and West Germany ) at the start of modern European integration in 1948, and to

13224-413: Was formed, and there were discussions about updating the CRISP-DM process model. The current status of these efforts is not known. However, the original crisp-dm.org website cited in the reviews, and the CRISP-DM 2.0 SIG website are both no longer active. While many non-IBM data mining practitioners use CRISP-DM, IBM is the primary corporation that currently uses the CRISP-DM process model. It makes some of

13340-469: Was spent on transport , building and the environment, €16bn on education and research , €13bn on welfare, €20bn on foreign and defence policy, €2bn in finance , €2bn in energy , €1.5bn in communications, and €13bn in administration. In November 2020, two members of the union, Hungary and Poland, blocked approval to the EU's budget at a meeting in the Committee of Permanent Representatives (Coreper), citing

13456-469: Was the signing of the Treaty of Dunkirk between France and the United Kingdom . The treaty assured mutual assistance in the event of future military aggression against either nation. Though it officially named Germany as a threat, in reality the actual concern was for the Soviet Union. A few days later came the announcement of the Truman Doctrine which pledged American support for democracies to counter

#784215