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With the increase in data processing and storage capacity, a large amount of data is available. Data without analysis does not have much value. Thus, the demand for data analysis is increasing daily, and the consequence is the appearance of a large number of jobs and published articles. Data science has emerged as a multidisciplinary field to support data-driven activities, integrating and developing ideas, methods, and processes to extract information from data. This includes methods built from different knowledge areas: Statistics, Computer Science, Mathematics, Physics, Information Science, and Engineering. This mixture of areas has given rise to what we call Data Science. New solutions to the new problems are reproducing rapidly to generate large volumes of data. Current and future challenges require greater care in creating new solutions that satisfy the rationality for each type of problem. Labels such as Big Data, Data Science, Machine Learning, Statistical Learning, and Artificial Intelligence are demanding more sophistication in the foundations and how they are being applied. This point highlights the importance of building the foundations of Data Science. This book is dedicated to solutions and discussions of measuring uncertainties in data analysis problems.

Ciencia de datos --- Bigdata

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PXL-IT 2017 --- informatica --- programmeertalen --- bigdata --- Apache Hadoop --- data-analyse

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File organization (Computer science). --- Hadoop. --- Apache Hadoop. --- Computer architecture. Operating systems --- PXL-IT 2017 --- informatica --- programmeertalen --- bigdata --- Apache Hadoop --- data-analyse

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This book highlights state-of-the-art research on big data and the Internet of Things (IoT), along with related areas to ensure efficient and Internet-compatible IoT systems. It not only discusses big data security and privacy challenges, but also energy-efficient approaches to improving virtual machine placement in cloud computing environments.  Big data and the Internet of Things (IoT) are ultimately two sides of the same coin, yet extracting, analyzing and managing IoT data poses a serious challenge. Accordingly, proper analytics infrastructures/platforms should be used to analyze IoT data. Information technology (IT) allows people to upload, retrieve, store and collect information, which ultimately forms big data. The use of big data analytics has grown tremendously in just the past few years. At the same time, the IoT has entered the public consciousness, sparking people’s imaginations as to what a fully connected world can offer.  Further, the book discusses the analysis of real-time big data to derive actionable intelligence in enterprise applications in several domains, such as in industry and agriculture. It explores possible automated solutions in daily life, including structures for smart cities and automated home systems based on IoT technology, as well as health care systems that manage large amounts of data (big data) to improve clinical decisions. The book addresses the security and privacy of the IoT and big data technologies, while also revealing the impact of IoT technologies on several scenarios in smart cities design. Intended as a comprehensive introduction, it offers in-depth analysis and provides scientists, engineers and professionals the latest techniques, frameworks and strategies used in IoT and big data technologies. .

Internet of things. --- IoT (Computer networks) --- Things, Internet of --- Engineering. --- Big data. --- Artificial intelligence. --- Computational intelligence. --- Computational Intelligence. --- Big Data. --- Big Data/Analytics. --- Artificial Intelligence (incl. Robotics). --- Information Systems Applications (incl. Internet). --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Data sets, Large --- Large data sets --- Construction --- Industrial arts --- Technology --- Computer networks --- Embedded Internet devices --- Machine-to-machine communications --- Artificial Intelligence. --- Data sets --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Internet --- artificial intelligence --- big data --- macrodatos --- lielie dati --- data velkého objemu --- големи податоци --- големи информационни масиви --- duże zbiory danych --- mégadonnées --- mórshonraí --- megadados --- Big Data --- velepodatki --- μεγαδεδομένα --- volume mari de date --- veľké dáta --- velika količina podataka --- didieji duomenys --- stordata --- iso data --- suurandmed --- nagy adathalmazok --- grandes dados --- technologia dużych zbiorów danych --- données de masse --- veľký súbor dát --- análisis de macrodatos --- veliki skup podataka --- grote datasets --- technológia veľkých dát --- big-databronnen --- голяма съвкупност от данни --- tömeges adatok --- tecnologia dos megadados --- stort datasæt --- velkoobjemová data --- données massives --- analiza volumelor mari de date --- set mare de date --- date în masă --- massadatateknologia --- duży zbiór danych --- bigdatabronnen --- nagy adathalmazok elemzése --- analyse de mégadonnées --- množični podatki --- analitika tal-big data --- hromadné dáta --- μαζικά δεδομένα --- datos masivos --- grande insieme di dati --- τεχνολογία μεγαδεδομένων --- big data-teknologi --- grandes volumes de dados --- big data technológia --- технология на големите информационни масиви --- grande conjunto de dados --- massadata --- Massendatenanalyse --- masveida dati --- dejta bil-massa --- large data set --- голям масив от данни --- big-data-analyse --- tehnologija za velike količine podataka --- suurandmete haldamine --- ανάλυση μεγαδεδομένων --- didžiųjų duomenų technologija --- Massendaten --- teknoloġija tal-big data --- analytika veľkých dát --- massedata --- tecnologia big data --- analisi di big data --- анализиране на големи информационни масиви --- Big-Data-Technologie --- lielo datu tehnoloģija --- stordataanalys --- μεγάλο σύνολο δεδομένων --- analitika velepodatkov --- tehnologie de lucru cu volume mari de date --- massadatan analysointi --- golema količina podataka --- sett kbir ta’ dejta --- didžiųjų duomenų analitika --- massadata-analyysi --- óriási méretű adathalmazok --- bigdata-analyse --- dati di massa --- grand ensemble de données --- tehnologija velepodatkov --- velká data --- big data-analyse --- suuret tietoaineistot --- stordatasystem --- stordatateknik --- masiniai duomenys --- análise de megadados --- analiza velikih količina podataka --- olltiomsú sonraí --- amplio conjunto de datos --- tecnología de macrodatos --- hromadná data --- liela datu kopa --- big data analytics --- große Datenbasis --- big data technology --- suurandmete tehnoloogia --- technologie dat velkého objemu --- lielo datu analītika --- nagy adattömegek --- množica velepodatkov --- technologie de mégadonnées --- massa de dados --- mass data --- analýza dat velkého objemu --- massadatatekniikka --- inteligência artificial --- kunstmatige intelligentie --- mesterséges intelligencia --- inteligencia artificial --- tekoäly --- sztuczna inteligencja --- вештачка интелигенција --- umetna inteligenca --- mākslīgais intelekts --- umělá inteligence --- künstliche Intelligenz --- inteligență artificială --- tehisintellekt --- изкуствен интелект --- artificiell intelligens --- intelligence artificielle --- intleacht shaorga --- intelligenza artificiale --- intelliġenza artifiċjali --- umelá inteligencia --- dirbtinis intelektas --- τεχνητή νοημοσύνη --- umjetna inteligencija --- inteligjencë artificiale --- kunstig intelligens --- calcolatore di quinta generazione --- συστήματα λήψης αποφάσεων --- sistema inteligente --- ayuda a la decisión --- sistem expert --- ajuda à decisão --- ekspertinė sistema --- expert system --- szakértői rendszer --- συστήματα εμπειρογνώμονες --- expertsystem --- strumento di aiuto alla decisione --- wissensbasierendes System --- IA --- Expertensystem --- KI --- konstgjord intelligens --- expertný systém --- sistem ekspert --- asiantuntijajärjestelmä --- sistema experto --- systeemexpert --- ekspertsistēma --- ekspertsüsteem --- système expert --- sistema esperto --- Entscheidungshilfe --- aide à la décision --- sistema di supporto alle decisioni --- τεχνητή ευφυΐα --- expertní systém --- Интернет --- internet --- internetas --- idirlíon --- internets --- интернет --- webb --- an tIdirlíon --- tīmeklis --- veeb --- faqe web --- světová počítačová síť --- svjetska računalna mreža --- web --- međumrežje --- www --- világháló

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Nieuwe technologieën ontwikkelen zich sneller dan ooit, en dat creëert tegelijk kansen en uitdagingen voor het politiewerk. Politiediensten worden vandaag geconfronteerd met enorme hoeveelheden data, soms gestructureerd, maar veelal in ongestructureerde vorm. Om de grote hoeveelheden data te beteugelen, is het aanwenden van nieuwe methoden en technieken onontbeerlijk. Hoe implementeert men deze nieuwe methoden en technieken op een verantwoorde manier? Hoe kan men de efficiëntie en effectiviteit ervan beoordelen? En hoe verhoudt dit zich tot (bestaande en toekomstige) rechtstatelijke waarborgen? Het gebruik van artificiële intelligentie en big data staat centraal in dit Cahier, maar het gaat niet uitsluitend over de praktische toepassingen hiervan. In bredere zin wordt gereflecteerd over de ontwikkelingen inzake big data policing en de manier waarop een verantwoorde inbedding in het politiewerk tot stand kan komen.

BPB2302 --- big data --- politie --- artificiell intelligens --- policja --- police --- pulizija --- полиция --- policie --- rendőrség --- polícia --- αστυνομία --- poliție --- polici --- politsei --- poliisi --- politi --- Polizei --- póilíní --- policija --- полиција --- polizia --- policía --- polis --- national police --- πυροσβεστικό σώμα --- Policie České republiky --- police nationale --- policajac --- štátna polícia --- apparato di polizia --- kansallinen poliisi --- policía nacional --- policejní sbor --- rijkspolitie --- policijski službenik --- polícia nacional --- polizia nazionale --- forze di pubblica sicurezza --- polici kombëtare --- cuerpos de seguridad del Estado --- nationalt politi --- nationell poliskår --- riiklik politsei --- αστυνομία πόλεων --- Bundespolizei --- nacionalinė policija --- nemzeti rendőrség --- pořádkové síly --- forze dell'ordine --- organi di sicurezza dello Stato --- Cuerpo Nacional de Policía --- nationell polis --- χωροφυλακή --- policie státu --- σώματα ασφαλείας --- szövetségi rendőrség --- δυνάμεις ασφαλείας --- λιμενική αστυνομία --- αγροφυλακή --- fuerzas de orden público --- státní policie --- inteligência artificial --- kunstmatige intelligentie --- mesterséges intelligencia --- inteligencia artificial --- tekoäly --- sztuczna inteligencja --- вештачка интелигенција --- umetna inteligenca --- mākslīgais intelekts --- artificial intelligence --- umělá inteligence --- künstliche Intelligenz --- inteligență artificială --- tehisintellekt --- изкуствен интелект --- intelligence artificielle --- intleacht shaorga --- intelligenza artificiale --- intelliġenza artifiċjali --- umelá inteligencia --- dirbtinis intelektas --- τεχνητή νοημοσύνη --- umjetna inteligencija --- inteligjencë artificiale --- kunstig intelligens --- calcolatore di quinta generazione --- συστήματα λήψης αποφάσεων --- sistema inteligente --- ayuda a la decisión --- sistem expert --- ajuda à decisão --- ekspertinė sistema --- expert system --- szakértői rendszer --- συστήματα εμπειρογνώμονες --- expertsystem --- strumento di aiuto alla decisione --- wissensbasierendes System --- IA --- Expertensystem --- KI --- konstgjord intelligens --- expertný systém --- sistem ekspert --- asiantuntijajärjestelmä --- sistema experto --- systeemexpert --- ekspertsistēma --- ekspertsüsteem --- système expert --- sistema esperto --- Entscheidungshilfe --- aide à la décision --- sistema di supporto alle decisioni --- τεχνητή ευφυΐα --- expertní systém --- macrodatos --- lielie dati --- data velkého objemu --- големи податоци --- големи информационни масиви --- duże zbiory danych --- mégadonnées --- mórshonraí --- megadados --- Big Data --- velepodatki --- μεγαδεδομένα --- volume mari de date --- veľké dáta --- velika količina podataka --- didieji duomenys --- stordata --- iso data --- suurandmed --- nagy adathalmazok --- grandes dados --- technologia dużych zbiorów danych --- données de masse --- veľký súbor dát --- análisis de macrodatos --- veliki skup podataka --- grote datasets --- technológia veľkých dát --- big-databronnen --- голяма съвкупност от данни --- tömeges adatok --- tecnologia dos megadados --- stort datasæt --- velkoobjemová data --- données massives --- analiza volumelor mari de date --- set mare de date --- date în masă --- massadatateknologia --- duży zbiór danych --- bigdatabronnen --- nagy adathalmazok elemzése --- analyse de mégadonnées --- množični podatki --- analitika tal-big data --- hromadné dáta --- μαζικά δεδομένα --- datos masivos --- grande insieme di dati --- τεχνολογία μεγαδεδομένων --- big data-teknologi --- grandes volumes de dados --- big data technológia --- технология на големите информационни масиви --- grande conjunto de dados --- massadata --- Massendatenanalyse --- masveida dati --- dejta bil-massa --- large data set --- голям масив от данни --- big-data-analyse --- tehnologija za velike količine podataka --- suurandmete haldamine --- ανάλυση μεγαδεδομένων --- didžiųjų duomenų technologija --- Massendaten --- teknoloġija tal-big data --- analytika veľkých dát --- massedata --- tecnologia big data --- analisi di big data --- анализиране на големи информационни масиви --- Big-Data-Technologie --- lielo datu tehnoloģija --- stordataanalys --- μεγάλο σύνολο δεδομένων --- analitika velepodatkov --- tehnologie de lucru cu volume mari de date --- massadatan analysointi --- golema količina podataka --- sett kbir ta’ dejta --- didžiųjų duomenų analitika --- massadata-analyysi --- óriási méretű adathalmazok --- bigdata-analyse --- dati di massa --- grand ensemble de données --- tehnologija velepodatkov --- velká data --- big data-analyse --- suuret tietoaineistot --- stordatasystem --- stordatateknik --- masiniai duomenys --- análise de megadados --- analiza velikih količina podataka --- olltiomsú sonraí --- amplio conjunto de datos --- tecnología de macrodatos --- hromadná data --- liela datu kopa --- big data analytics --- große Datenbasis --- big data technology --- suurandmete tehnoloogia --- technologie dat velkého objemu --- lielo datu analītika --- nagy adattömegek --- množica velepodatkov --- technologie de mégadonnées --- massa de dados --- mass data --- analýza dat velkého objemu --- massadatatekniikka --- Big data --- Données volumineuses --- Police --- Comparative law --- Droit comparé --- Artificial intelligence. --- Intelligence artificielle --- Technological innovations. --- Innovations