Data Science & Engineering Consortium Initiative

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "Data Science & Engineering Consortium Initiative"

Transcription

1 Data Science & Engineering Consortium Initiative A vision from the University of Santiago de Compostela Alberto Bugarín Affiliated Researcher Centro Singular de Investigación en Tecnoloxías da Información UNIVERSIDADE DE SANTIAGO DE COMPOSTELA citius.usc.es Real Academia de Ingeniería 12 marzo 2015

2 DSci&Eng. Vision from the USC Why a network in Data Science and Engineering (part ii) 1. Why a network in Data Science and Engineering (part ii)? 2. A vision from the USC 2

3 DSci&Eng. Vision from the USC Why a network in Data Science and Engineering (part ii) A new paradigm Big Data that has enabled Data Science Storing: the infrastructure Data engineering Cloud, Grid Computing Analytics: data information knowledge wisdom. Algorithmics Data mining, Knowledge Data Discovery Visualization: an image is worth a thousand words Graphical interfaces 3

4 Why a network in Data Science and Engineering (part ii) 4

5 DSci&Eng. Vision from the USC Why a network in Data Science and Engineering (part ii) Data Science Venn Diagram (Drew Conway, 2010): science is about discovery and building knowledge 5

6 Why a network in Data Science and Engineering (part ii) Can we train someone to become a data scientist or are they born to be a data scientist? 6

7 Why a network in Data Science and Engineering (part ii) Data visualization 7

8 Why a network in Data Science and Engineering (part ii) According to IBM, more than 2,5E30 bytes are generated per day. 90% of data in the world were generated in the last two years Enrique Dans (enriquedans.com) Progress and innovation are no longer hampered by the ability to gather data, but by the ability to Manage Analyze Synthesize Visualize, and discover knowledge from data collected in a timely manner and in a scalable way We are rich in data but poor in knowledge Francisco Herrera, University of Granada 8

9 Why a network in Data Science and Engineering (part ii) From all of the above, the need for building a network in the Data Science and Engineering is straightforward Complementary approaches Different expertise backgrounds Fields of application: from data to Products Services Applications (being aware that Technologies Previous positive experience in other networks Scientific and technological cooperation Entrepeneurship 9

10 A vision from the USC University of Santiago de Compostela Undergraduate programs in five fields of knowledge: Arts and Humanities (9) Sciences (4) Health (8) Social Sciences (14) Engineering (9) 65 post-graduate programs 54 doctoral programs 10

11 A vision from the USC Data science related programs: Undergraduate: Computer Science Mathematics Masters High performance computing Technologies for analysis of Big data Industrial mathematics Statistical techniques Doctoral Programs Research on Information Technologies Mathematical methods and numerical simulation Statistical and operations research 11

12 A vision from the USC Research Centre on Information Technologies (CiTIUS) UNIDAD DE PROYECCIÓN INTERNACIONAL RIAIDT EMPRENDIA CeBEGa UNIDAD DE PROMOCIÓN Y VALORIZACIÓN 12

13 CiTIUS A vision from the USC External Scientific Comission i. Inteligent Systems ii. Computer Architecture iii. Computer Vision Research Lines i. Medical Informatics ii. Robotics and Vision iii. Digital Contents Application Fields Scientific Units U1. Intelligent Systems U2. Computer Engineering U3. Visual Information U4. Systems Engineering Scientific Programs P1. E-Health P2. Ambient Intelligence and Multimodal Interfaces P3. Intelligent Web P4. Personal Robotics P5. Artificial Vision P6. High Performance Computing and Cloud Computing P7. Business Intelligence P8. Data Engineering 13

14 CiTIUS A vision from the USC 9 support technician s 82 JCR Papers M in R+D projects novel researchers 32 affiliated researchers USA patents + 1 OEPM patents + 1 Spin-off: Cilenis, Ubiplay Mobile y SITUM

15 CiTIUS A vision from the USC CWTS Leiden Ranking 2013, Mathematics and Computer Science Indicador Europe Number of cites normalized mean 1st (2.05) Number of cites mean 2 nd (3.53) Mean number of papers among 10% most cited 4th (15.4%) Ranking ISI 2012 of Spanish Universities Information and Communication Technologies IFQ2A Global 6th (0.226) Qualitative 2 nd (0.737) Cuantitative 13th (0.306) 15

16 A vision from the USC Scientific Programs 16

17 A vision from the USC An example: new services for daily life (real impact) Improving meteorological information to non-specialized users Intelligent reporting: explaining data using plain text (D2T systems) Natural Language Generation (NLG) techniques for automatic generation of individualized weather forecasts 17

18 A vision from the USC It is not always true that A picture is worth a thousand words There are studies that show how users prefer textual descriptions rather than figures or graphics or texts that help them to understand and interpret data So, many challenges remain to be addressed 18

Grupo de Ingeniería de Sistemas Integrados (ISIS) Dpto. Tecnología Electrónica Universidad de Málaga

Grupo de Ingeniería de Sistemas Integrados (ISIS) Dpto. Tecnología Electrónica Universidad de Málaga Grupo de Ingeniería de Sistemas Integrados (ISIS) Dpto. Tecnología Electrónica Universidad de Málaga FP7-ENERGY: Oportunidades de Financiación Europea de la I+D+i y de Liderazgo para empresas y grupos

More information

Bachelor Degree in Informatics Engineering Master courses

Bachelor Degree in Informatics Engineering Master courses Bachelor Degree in Informatics Engineering Master courses Donostia School of Informatics The University of the Basque Country, UPV/EHU For more information: Universidad del País Vasco / Euskal Herriko

More information

UNDERGRADUATE DEGREE PROGRAMME IN COMPUTER SCIENCE ENGINEERING SCHOOL OF COMPUTER SCIENCE ENGINEERING, ALBACETE

UNDERGRADUATE DEGREE PROGRAMME IN COMPUTER SCIENCE ENGINEERING SCHOOL OF COMPUTER SCIENCE ENGINEERING, ALBACETE UNDERGRADUATE DEGREE PROGRAMME IN COMPUTER SCIENCE ENGINEERING SCHOOL OF COMPUTER SCIENCE ENGINEERING, ALBACETE SCHOOL OF COMPUTER SCIENCE, CIUDAD REAL Core Subjects (CS) Compulsory Subjects (CPS) Optional

More information

III Seminario EC3. Rankings ISI de universidades españolas por campos científicos

III Seminario EC3. Rankings ISI de universidades españolas por campos científicos III Seminario EC3 sobre evaluación de la ciencia y la comunicación científica Rankings ISI de universidades españolas por campos científicos Francisco Herrera Dpto. Ciencias de la Computación e Inteligencia

More information

Core Curriculum to the Course:

Core Curriculum to the Course: Core Curriculum to the Course: Environmental Science Law Economy for Engineering Accounting for Engineering Production System Planning and Analysis Electric Circuits Logic Circuits Methods for Electric

More information

College of Science, Engineering and Technology. School of Computing. college of science, engineering and technology. Learn without limits.

College of Science, Engineering and Technology. School of Computing. college of science, engineering and technology. Learn without limits. College of Science, Engineering and Technology School of Computing Learn without limits. college of science, engineering and technology WELCOME TO THE SCHOOL OF COMPUTING The vision of the school is to

More information

Kidričeva cesta 55a 4000 Kranj, Slovenia

Kidričeva cesta 55a 4000 Kranj, Slovenia Kidričeva cesta 55a 4000 Kranj, Slovenia UNIVERSITY OF MARIBOR FACULTY OF ORGANIZATIONAL SCIENCES Kidričeva cesta 55 a, 4000 Kranj Phone: 04 23 74 200, fax: 04 23 74 299 Contact: Romana Lesjak (master's

More information

The Challenge of Handling Large Data Sets within your Measurement System

The Challenge of Handling Large Data Sets within your Measurement System The Challenge of Handling Large Data Sets within your Measurement System The Often Overlooked Big Data Aaron Edgcumbe Marketing Engineer Northern Europe, Automated Test National Instruments Introduction

More information

Curriculum Reform in Computing in Spain

Curriculum Reform in Computing in Spain Curriculum Reform in Computing in Spain Sergio Luján Mora Deparment of Software and Computing Systems Content Introduction Computing Disciplines i Computer Engineering Computer Science Information Systems

More information

Center for Dynamic Data Analytics (CDDA) An NSF Supported Industry / University Cooperative Research Center (I/UCRC) Vision and Mission

Center for Dynamic Data Analytics (CDDA) An NSF Supported Industry / University Cooperative Research Center (I/UCRC) Vision and Mission Photo courtesy of Justin Reuter Center for Dynamic Data Analytics (CDDA) An NSF Supported Industry / University Cooperative Research Center (I/UCRC) Vision and Mission CDDA Mission Mission of our CDDA

More information

FACULTY OF INFORMATICS @ VIENNA UNIVERSITY OF TECHNOLOGY (TU WIEN) Science and Technology in the Information Age

FACULTY OF INFORMATICS @ VIENNA UNIVERSITY OF TECHNOLOGY (TU WIEN) Science and Technology in the Information Age FACULTY OF INFORMATICS @ VIENNA UNIVERSITY OF TECHNOLOGY (TU WIEN) Science and Technology in the Information Age Austria s first institution for research and education in computer science and information

More information

ss. Cyril and Methodius University Faculty of Computer Science and Engineering Skopje, Macedonia

ss. Cyril and Methodius University Faculty of Computer Science and Engineering Skopje, Macedonia ss. Cyril and Methodius University Faculty of Computer Science and Engineering Skopje, Macedonia Prof. Dimitar Trajanov, THE UNIVERSITY Ss. Cyril and Methodius University in Skopje is oldest and the biggest

More information

010200 - «Mathematics and Computer Science»

010200 - «Mathematics and Computer Science» Institute of Applied Mathematics and Mechanics Telematics Department (under the Central Scientific Research Institute of Robotics and Technical Cybernetics) announces admission to bachelor's and master's

More information

CAREER OPPORTUNITIES

CAREER OPPORTUNITIES CAREER OPPORTUNITIES After the graduation, students can select three different paths. Students should have at least GPA 2.7 to get into the first two types of job. To apply for academic positions in the

More information

DEGREE CURRICULUM BIG DATA ANALYTICS SPECIALITY. MASTER in Informatics Engineering

DEGREE CURRICULUM BIG DATA ANALYTICS SPECIALITY. MASTER in Informatics Engineering DEGREE CURRICULUM BIG DATA ANALYTICS SPECIALITY MASTER in Informatics Engineering Module general information Module name BIG DATA ANALYTICS SPECIALITY Typology Optional ECTS 18 Temporal organization C1S2

More information

Computer Science Introduction

Computer Science Introduction Computer Science Introduction Computer science (CS) is the scientific and practical approach to computation and its applications. CS is a fast-moving field that brings together many disciplines, including

More information

Predictive Analytics

Predictive Analytics Predictive Analytics How many of you used predictive today? 2015 SAP SE. All rights reserved. 2 2015 SAP SE. All rights reserved. 3 How can you apply predictive to your business? Predictive Analytics is

More information

Computer Science @ UMass Hanna M. Wallach

Computer Science @ UMass Hanna M. Wallach Computer Science @ UMass University of Massachusetts Amherst wallach@cs.umass.edu Computer Scientists? 2 Computer Scientists! 3 Computer Science? a 4 Computer Science! 5 Life as a Computer Scientist Not

More information

Ph.D. in Bioinformatics and Computational Biology Degree Requirements

Ph.D. in Bioinformatics and Computational Biology Degree Requirements Ph.D. in Bioinformatics and Computational Biology Degree Requirements Credits Students pursuing the doctoral degree in BCB must complete a minimum of 90 credits of relevant work beyond the bachelor s degree;

More information

Resume of Hanan H. Elazhary

Resume of Hanan H. Elazhary Resume of Hanan H. Elazhary Home Phone: 35853017, 35853986 Cell Phone: 0112302019 E-mail: hanan@eri.sci.eg, hananelazhary@hotmail.com Nationality: Egyptian Gender: Female EDUCATION Ph.D. in Computer Science

More information

Development (60 ЕCTS)

Development (60 ЕCTS) Study program Faculty Cycle Software and Application Development (60 ЕCTS) Contemporary Sciences and Technologies Postgraduate ECTS 60 Offered in Tetovo Description of the program The objectives of the

More information

PROGRAM DIRECTOR: Arthur O Connor Email Contact: URL : THE PROGRAM Careers in Data Analytics Admissions Criteria CURRICULUM Program Requirements

PROGRAM DIRECTOR: Arthur O Connor Email Contact: URL : THE PROGRAM Careers in Data Analytics Admissions Criteria CURRICULUM Program Requirements Data Analytics (MS) PROGRAM DIRECTOR: Arthur O Connor CUNY School of Professional Studies 101 West 31 st Street, 7 th Floor New York, NY 10001 Email Contact: Arthur O Connor, arthur.oconnor@cuny.edu URL:

More information

DTL-DISC Course. Big Data

DTL-DISC Course. Big Data DTL-DISC Course Big Data tentative date: Fall 2013 DISC meeting, October 19, 2012 Irene Nooren Celia van Gelder DTL-DISC Education of data experts The new type of DISC data expert should get specific education

More information

Department of Computer Science. BSc COMPUTER SCIENCE. At the forefront of today s digital world UNDERGRADUATE

Department of Computer Science. BSc COMPUTER SCIENCE. At the forefront of today s digital world UNDERGRADUATE Department of Computer Science BSc COMPUTER SCIENCE At the forefront of today s digital world UNDERGRADUATE COMPUTER SCIENCE AT READING Join the next generation of computer scientists driving the digital

More information

Panel on Emerging Cyber Security Technologies. Robert F. Brammer, Ph.D., VP and CTO. Northrop Grumman Information Systems.

Panel on Emerging Cyber Security Technologies. Robert F. Brammer, Ph.D., VP and CTO. Northrop Grumman Information Systems. Panel on Emerging Cyber Security Technologies Robert F. Brammer, Ph.D., VP and CTO Northrop Grumman Information Systems Panel Moderator 27 May 2010 Panel on Emerging Cyber Security Technologies Robert

More information

ISI Web of Science Citation index Impact Factor h-index. Web EndNote

ISI Web of Science Citation index Impact Factor h-index. Web EndNote ISI Web of Science Citation index Impact Factor h-index Web EndNote Citation index Citation indexes track references that authors put in the bibliographies of published papers. They provide a way to search

More information

CAD and Creativity. Contents

CAD and Creativity. Contents CAD and Creativity K C Hui Department of Automation and Computer- Aided Engineering Contents Various aspects of CAD CAD training in the university and the industry Conveying fundamental concepts in CAD

More information

Integrating Medical and Research Information: a Big Data Approach

Integrating Medical and Research Information: a Big Data Approach Digital Healthcare Empowering Europeans R. Cornet et al. (Eds.) 2015 European Federation for Medical Informatics (EFMI). This article is published online with Open Access by IOS Press and distributed under

More information

Cloud Thinking. Simplifying Big Data Processing. Rui L. Aguiar, Diogo Gomes Universidade de Aveiro - Portugal

Cloud Thinking. Simplifying Big Data Processing. Rui L. Aguiar, Diogo Gomes Universidade de Aveiro - Portugal Cloud Thinking Simplifying Big Data Processing Rui L. Aguiar, Diogo Gomes Universidade de Aveiro - Portugal Problem A connected world of Information Systems and Electronic Devices produces terabytes of

More information

Credit and Grading Systems

Credit and Grading Systems Facultad de Informática Universidad Politécnica de Madrid Credit and Grading Systems Description of the Qualification Mechanism, the Credit and Grading Systems, and their adaptation to ECTS. February,

More information

S T U D Y P L A N. 1 st Year. Total Hours Spring Semester (Term 2) Total Hours

S T U D Y P L A N. 1 st Year. Total Hours Spring Semester (Term 2) Total Hours S T U D Y P L A N 1 st Year EMAT 110 ECHM 110 EPHS 110 ENGR 110 ENGR 111 HUMN 110 EMAT 10 EMAT 11 EPHS 10 EPHS 11 ENGR 10 HUMN 10 Hours Lec. Tut. Lab Fall Semester (Term 1) Calculus for Engineering I General

More information

Search and Data Mining: Techniques. Introduction Anna Yarygina Boris Novikov

Search and Data Mining: Techniques. Introduction Anna Yarygina Boris Novikov Search and Data Mining: Techniques Introduction Anna Yarygina Boris Novikov Data Analytics: Conference Sections Fundamentals for data analytics Mechanisms and features Big Data Huge data Target analytics

More information

The Relevance of CS and SE Education: A Survey

The Relevance of CS and SE Education: A Survey The Relevance of CS and SE Education: A Survey Timothy C. Lethbridge Conference on Software Engineering Education and Training Atlanta, Feb. 2 1998 1 Methodology 168 Participants Supported by several companies

More information

BIG DATA IN THE CLOUD : CHALLENGES AND OPPORTUNITIES MARY- JANE SULE & PROF. MAOZHEN LI BRUNEL UNIVERSITY, LONDON

BIG DATA IN THE CLOUD : CHALLENGES AND OPPORTUNITIES MARY- JANE SULE & PROF. MAOZHEN LI BRUNEL UNIVERSITY, LONDON BIG DATA IN THE CLOUD : CHALLENGES AND OPPORTUNITIES MARY- JANE SULE & PROF. MAOZHEN LI BRUNEL UNIVERSITY, LONDON Overview * Introduction * Multiple faces of Big Data * Challenges of Big Data * Cloud Computing

More information

White Paper. Version 1.2 May 2015 RAID Incorporated

White Paper. Version 1.2 May 2015 RAID Incorporated White Paper Version 1.2 May 2015 RAID Incorporated Introduction The abundance of Big Data, structured, partially-structured and unstructured massive datasets, which are too large to be processed effectively

More information

SURVEY REPORT DATA SCIENCE SOCIETY 2014

SURVEY REPORT DATA SCIENCE SOCIETY 2014 SURVEY REPORT DATA SCIENCE SOCIETY 2014 TABLE OF CONTENTS Contents About the Initiative 1 Report Summary 2 Participants Info 3 Participants Expertise 6 Suggested Discussion Topics 7 Selected Responses

More information

Swiss Joint Master in Computer Science of the universities of Bern, Neuchâtel and Fribourg

Swiss Joint Master in Computer Science of the universities of Bern, Neuchâtel and Fribourg Swiss Joint Master in Computer Science of the universities of Bern, Neuchâtel and Fribourg 1 The MSc program in computer science Worldwide, computer scientists are in high demand. To cater for this demand,

More information

PROGRAMME SPECIFICATION

PROGRAMME SPECIFICATION PROGRAMME SPECIFICATION Computer Science Computer Science and E- Business Computer Science and Artificial Intelligence Computing and Management Information Technology Management for Business Mathematics

More information

Discover Viterbi: Computer Science

Discover Viterbi: Computer Science Discover Viterbi: Computer Science Gaurav S. Sukhatme Professor and Chairman USC Computer Science Department Meghan Balding Graduate & Professional Programs November 2, 2015 WebEx Quick Facts Will I be

More information

Technology WHITE PAPER

Technology WHITE PAPER Technology WHITE PAPER What We Do Neota Logic builds software with which the knowledge of experts can be delivered in an operationally useful form as applications embedded in business systems or consulted

More information

Las Tecnologías de la Información y de la Comunicación en el HORIZONTE 2020

Las Tecnologías de la Información y de la Comunicación en el HORIZONTE 2020 Las Tecnologías de la Información y de la Comunicación en el HORIZONTE 2020 A Coruña, 2 de Diciembre de 2013 Luis Rodríguez-Roselló ex-jefe de Unidad Network Technologies European Commission - DG CONNECT

More information

COMPUTER ENGINEERING GRADUTE PROGRAM FOR MASTER S DEGREE (With Thesis)

COMPUTER ENGINEERING GRADUTE PROGRAM FOR MASTER S DEGREE (With Thesis) COMPUTER ENGINEERING GRADUTE PROGRAM FOR MASTER S DEGREE (With Thesis) PREPARATORY PROGRAM* COME 27 Advanced Object Oriented Programming 5 COME 21 Data Structures and Algorithms COME 22 COME 1 COME 1 COME

More information

MASTER OF SCIENCE IN Computing & Data Analytics. (M.Sc. CDA)

MASTER OF SCIENCE IN Computing & Data Analytics. (M.Sc. CDA) MASTER OF SCIENCE IN Computing & Data Analytics (M.Sc. CDA) Learn. Generate. Innovate. Saint Mary s new Master of Science in Computing & Data Analytics (MSc CDA) is a graduate-level, 16-month professional

More information

P 25 Partner: ISCTE - University Institute of Lisbon

P 25 Partner: ISCTE - University Institute of Lisbon A global multidisciplinary network on housing research and learning P 25 Partner: ISCTE - University Institute of Lisbon Alexandra Paio Assistant Professor BARCELONA, 10 January 2014 BNETWORK Presentation

More information

Jack Baskin School of Engineering The University of California, Santa Cruz. Steve Kang, Dean and Prof. of Electrical Engineering October 15, 2003

Jack Baskin School of Engineering The University of California, Santa Cruz. Steve Kang, Dean and Prof. of Electrical Engineering October 15, 2003 Jack Baskin School of Engineering The University of California, Santa Cruz Steve Kang, Dean and Prof. of Electrical Engineering October 15, 2003 1 UC Santa Cruz 1965 Present 2003 2003 0404 enrollment of

More information

Doctor of Philosophy in Computer Science

Doctor of Philosophy in Computer Science Doctor of Philosophy in Computer Science Background/Rationale The program aims to develop computer scientists who are armed with methods, tools and techniques from both theoretical and systems aspects

More information

Computer Science. Colorado School of Mines Spring 2011

Computer Science. Colorado School of Mines Spring 2011 Computer Science Colorado School of Mines Spring 2011 Computer Science is no more about computers than astronomy is about telescopes. ~Edsger W. Dijkstra About Your Presenters Emma Nicoletti Pastry Chef

More information

Proposal for New Program: BS in Data Science: Computational Analytics

Proposal for New Program: BS in Data Science: Computational Analytics Proposal for New Program: BS in Data Science: Computational Analytics 1. Rationale... The proposed Data Science: Computational Analytics major is designed for students interested in developing expertise

More information

University of Kaiserslautern. International School for Graduate Studies (ISGS)

University of Kaiserslautern. International School for Graduate Studies (ISGS) University of Kaiserslautern International School for Graduate Studies (ISGS) What makes us different? Top ranked departments High ratio of graduate students (50 %) Graduate education & doctoral research

More information

Professional Organization Checklist for the Computer Science Curriculum Updates. Association of Computing Machinery Computing Curricula 2008

Professional Organization Checklist for the Computer Science Curriculum Updates. Association of Computing Machinery Computing Curricula 2008 Professional Organization Checklist for the Computer Science Curriculum Updates Association of Computing Machinery Computing Curricula 2008 The curriculum guidelines can be found in Appendix C of the report

More information

COMPUTER SCIENCE: MISCONCEPTIONS, CAREER PATHS AND RESEARCH CHALLENGES

COMPUTER SCIENCE: MISCONCEPTIONS, CAREER PATHS AND RESEARCH CHALLENGES COMPUTER SCIENCE: MISCONCEPTIONS, CAREER PATHS AND RESEARCH CHALLENGES School of Computing and Information Sciences Florida International University Slides Prepared by: Vagelis Hristidis (CS Assistant

More information

Bachelor of Bachelor of Computer Science

Bachelor of Bachelor of Computer Science Bachelor of Bachelor of Computer Science Detailed Course Requirements The 2016 Monash University Handbook will be available from October 2015. This document contains interim 2016 course requirements information.

More information

Technical Club: New Vision of Computing

Technical Club: New Vision of Computing 1 Technical Club: New Vision of Computing Core Discipline : Mentor : Computer Science Engineering Dr. Shripal Vijayvergia, Associate Professor, CSE Co-Mentor : 1. Mr. Subhash Gupta, Assistant Professor,

More information

We have introduced the title of Associate Professor for our grade 9 academic staff, which is equivalent to Senior Lecturer.

We have introduced the title of Associate Professor for our grade 9 academic staff, which is equivalent to Senior Lecturer. Faculty of Engineering School of Computing Lecturer / Associate Professor in Computer Science We have introduced the title of Associate Professor for our grade 9 academic staff, which is equivalent to

More information

Graduate School of Informatics

Graduate School of Informatics Graduate School of Informatics Admissions Policy '( ) ' ' - Master's Degree Program Major Enrollment Capacity 40 40 Doctor's Degree Program Major Enrollment Capacity 8 1 M. Entrance examination for international

More information

Admission Number. Master of Science Programme in Computer Science (International Programme)

Admission Number. Master of Science Programme in Computer Science (International Programme) Admission Number 6 9 0 1 M S 0 0 Master of Science Programme in Computer Science (International Programme) Faculty of Information and Communication Technology Admission Requirements: 1. Hold a Bachelor's

More information

Appendices master s degree programme Artificial Intelligence 2014-2015

Appendices master s degree programme Artificial Intelligence 2014-2015 Appendices master s degree programme Artificial Intelligence 2014-2015 Appendix I Teaching outcomes of the degree programme (art. 1.3) 1. The master demonstrates knowledge, understanding and the ability

More information

SYMPOSIUM the status of women in spanish political science

SYMPOSIUM the status of women in spanish political science SYMPOSIUM the status of women in spanish political science arantxa elizondo Department of Political Science, University of the Basque Country, B Sarriena, Leioa, E-48940, Spain E-mail: arantxa.elizondo@ehu.es

More information

MASTER IN TECHNOLOGY MANAGEMENT

MASTER IN TECHNOLOGY MANAGEMENT MASTER IN TECHNOLOGY MANAGEMENT FACULTY OF ACCOUNTING AND MANAGEMENT UNIVERSIDAD AUTONOMA DE QUERETARO AND ENGEENERING CENTER AND INDUSTRIAL DEVELOPMENT QUERETARO, QRO. MEXICO 2 The Master in Technology

More information

2013 International Conference on Virtual and Augmented Reality in Education. Learning Analytics Framework for Educational Virtual Worlds DRAFT

2013 International Conference on Virtual and Augmented Reality in Education. Learning Analytics Framework for Educational Virtual Worlds DRAFT Available online at www.sciencedirect.com Procedia Computer Science 00 (2013) 000 000 www.elsevier.com/locate/procedia 2013 International Conference on Virtual and Augmented Reality in Education Learning

More information

Important dimensions of knowledge Knowledge is a firm asset: Knowledge has different forms Knowledge has a location Knowledge is situational Wisdom:

Important dimensions of knowledge Knowledge is a firm asset: Knowledge has different forms Knowledge has a location Knowledge is situational Wisdom: Southern Company Electricity Generators uses Content Management System (CMS). Important dimensions of knowledge: Knowledge is a firm asset: Intangible. Creation of knowledge from data, information, requires

More information

Three proven methods to achieve a higher ROI from data mining

Three proven methods to achieve a higher ROI from data mining IBM SPSS Modeler Three proven methods to achieve a higher ROI from data mining Take your business results to the next level Highlights: Incorporate additional types of data in your predictive models By

More information

POSTGRAD PLACEMENTS. Placements are an integral part of the Masters programmes, so international students will not require additional work visas.

POSTGRAD PLACEMENTS. Placements are an integral part of the Masters programmes, so international students will not require additional work visas. POSTGRAD PLACEMENTS COMPUTATIONAL FINANCE DATA SCIENCE AND ANALYTICS MACHINE LEARNING KEY INFORMATION Placements can start in the middle of June 2015 or later and must finish by the middle of June 2016

More information

STEM Mathematics Major:

STEM Mathematics Major: STEM Mathematics Major: What is the Right Thing? Helen M. Roberts AMS Workshop for Department Chairs and Department Leaders January 8, 2013 Goals Mathematics Major Currently what is the goal for a mathematics

More information

CHAPTER 1 INTRODUCTION

CHAPTER 1 INTRODUCTION 1 CHAPTER 1 INTRODUCTION Exploration is a process of discovery. In the database exploration process, an analyst executes a sequence of transformations over a collection of data structures to discover useful

More information

The Masters of Science in Information Systems & Technology

The Masters of Science in Information Systems & Technology The Masters of Science in Information Systems & Technology College of Engineering and Computer Science University of Michigan-Dearborn A Rackham School of Graduate Studies Program PH: 313-593-5361; FAX:

More information

esanté et quelques projets Henning Müller

esanté et quelques projets Henning Müller esanté et quelques projets Henning Müller Informatics in health Biomedical informatics Medical informatics Bioinformatics ehealth e-health Health informatics 2 A larger definition (wikipedia) Electronic

More information

COMPUTER SCIENCE PROGRAM

COMPUTER SCIENCE PROGRAM COMPUTER SCIENCE PROGRAM Master of Science in Computer Science (M.S.C.S.) Degree DEGREE INFORMATION CONTACT INFORMATION Program Admission Deadlines: Fall: June 1February 15 Spring: October 15 Summer: No

More information

Working with telecommunications

Working with telecommunications Working with telecommunications Minimizing churn in the telecommunications industry Contents: 1 Churn analysis using data mining 2 Customer churn analysis with IBM SPSS Modeler 3 Types of analysis 3 Feature

More information

Chapter 11. Managing Knowledge

Chapter 11. Managing Knowledge Chapter 11 Managing Knowledge VIDEO CASES Video Case 1: How IBM s Watson Became a Jeopardy Champion. Video Case 2: Tour: Alfresco: Open Source Document Management System Video Case 3: L'Oréal: Knowledge

More information

Technology Generating Knowledge Sources

Technology Generating Knowledge Sources Technology Generating Knowledge Sources Presentation on IEEE Digital Library Mehmet Haseki General Manager Mikro Bilgi Kayit ve Dagitim mehmet.haseki@mikrobilgi.com.tr www.mikrobilgi.com.tr http://ieeexplore.ieee.org/xplore/home.jsp

More information

TECHNOLOGY ANALYSIS FOR INTERNET OF THINGS USING BIG DATA LEARNING

TECHNOLOGY ANALYSIS FOR INTERNET OF THINGS USING BIG DATA LEARNING TECHNOLOGY ANALYSIS FOR INTERNET OF THINGS USING BIG DATA LEARNING Sunghae Jun 1 1 Professor, Department of Statistics, Cheongju University, Chungbuk, Korea Abstract The internet of things (IoT) is an

More information

Computer Science Electives and Clusters

Computer Science Electives and Clusters Course Number CSCI- Computer Science Electives and Clusters Computer Science electives belong to one or more groupings called clusters. Undergraduate students with the proper prerequisites are permitted

More information

Unlocking the capacity to care

Unlocking the capacity to care Unlocking the capacity to care About The Productive Hospital The Productive Hospital is a structured approach for organising your demand management and capacity planning at a high level. The program was

More information

City University of Hong Kong

City University of Hong Kong CIR-MAJ City University of Hong Kong Department of Computer Science Effective from Semester A 2015/16 For Students Admitted/Changed to the Major with Catalogue Term Semester A 2015/16 and thereafter Part

More information

Introduction to Modern A.I. and Cognitive Data Analytics Powered by Watson. Dr.Kajornsak Sungcharoen Tech Evangelist IBM Thailand

Introduction to Modern A.I. and Cognitive Data Analytics Powered by Watson. Dr.Kajornsak Sungcharoen Tech Evangelist IBM Thailand Introduction to Modern A.I. and Cognitive Data Analytics Powered by Watson Dr.Kajornsak Sungcharoen Tech Evangelist IBM Thailand Analytics Structured Data Unstructured Data Cloud Computing Cognitive Computing

More information

A Roadmap for Future Architectures and Services for Manufacturing. Carsten Rückriegel Road4FAME-EU-Consultation Meeting Brussels, May, 22 nd 2015

A Roadmap for Future Architectures and Services for Manufacturing. Carsten Rückriegel Road4FAME-EU-Consultation Meeting Brussels, May, 22 nd 2015 A Roadmap for Future Architectures and Services for Manufacturing Carsten Rückriegel Road4FAME-EU-Consultation Meeting Brussels, May, 22 nd 2015 Road4FAME in a nutshell Road4FAME = Development of a Strategic

More information

The JKU International Master s Program in Informatics

The JKU International Master s Program in Informatics The JKU International Master s Program in Informatics Specialization Year Johannes Kepler University (JKU) at Campus Softwarepark Hagenberg, Austria Professor Bruno Buchberger, Dr.phil. Dr.h.c.mult. Initiator

More information

Teaching Computational Thinking using Cloud Computing: By A/P Tan Tin Wee

Teaching Computational Thinking using Cloud Computing: By A/P Tan Tin Wee Teaching Computational Thinking using Cloud Computing: By A/P Tan Tin Wee Technology in Pedagogy, No. 8, April 2012 Written by Kiruthika Ragupathi (kiruthika@nus.edu.sg) Computational thinking is an emerging

More information

MASTER OF SCIENCE IN Computing & Data Analytics. (M.Sc. CDA)

MASTER OF SCIENCE IN Computing & Data Analytics. (M.Sc. CDA) MASTER OF SCIENCE IN Computing & Data Analytics (M.Sc. CDA) Admissions and Fee Application deadline: June 1 Admission requirements Learn. Generate. Innovate. 4-yr BSc in Computing Science (or equivalent),

More information

MASTER OF SCIENCE IN Computing & Data Analytics. (M.Sc. CDA)

MASTER OF SCIENCE IN Computing & Data Analytics. (M.Sc. CDA) MASTER OF SCIENCE IN Computing & Data Analytics (M.Sc. CDA) Learn. Generate. Innovate. Expand Your Skills to Meet the Demands of Big Data Saint Mary s new Master of Science in Computing & Data Analytics

More information

Centro Andaluz de Innovación y Tecnologías de la Información y las Comunicaciones

Centro Andaluz de Innovación y Tecnologías de la Información y las Comunicaciones Centro Andaluz de Innovación y Tecnologías de la Información y las Comunicaciones Organization Name: Andalusian Centre of Innovation and Information and Communication Technologies (CITIC) Contact: Vanessa

More information

Ph.D. Programme The School offers a Doctorate Programme by research for a minimum period of 3 years and a maximum period of 6 years.

Ph.D. Programme The School offers a Doctorate Programme by research for a minimum period of 3 years and a maximum period of 6 years. POSTGRADUATE PROGRAMME Ph.D. Programme The School offers a Doctorate Programme by research for a minimum period of 3 years and a maximum period of 6 years. Master of Business Administration Masters in

More information

COURSE CATALOGUE 2013-2014

COURSE CATALOGUE 2013-2014 COURSE CATALOGUE 201-201 Field: COMPUTER SCIENCE Programme: Bachelor s Degree Programme in Computer Science (Informatics) Length of studies: years (6 semesters) Number of ECTS Credits: 180 +0 for the B.Sc.

More information

Network for Sustainable Ultrascale Computing (NESUS) www.nesus.eu

Network for Sustainable Ultrascale Computing (NESUS) www.nesus.eu Network for Sustainable Ultrascale Computing (NESUS) www.nesus.eu Objectives of the Action Aim of the Action: To coordinate European efforts for proposing realistic solutions addressing major challenges

More information

DOCTORATE OF PHILOSOPHY

DOCTORATE OF PHILOSOPHY DOCTORATE OF PHILOSOPHY ENGINEERING SCIENCE WITH CONCENTRATION IN CONSTRUCTION MANAGEMENT Course Requirements Ph.D. 54 credit hours (with a BS degree) The Construction Management concentration requirements

More information

Internship Opportunities Xerox Research Centre India (XRCI), Bangalore Analytics Research Group

Internship Opportunities Xerox Research Centre India (XRCI), Bangalore Analytics Research Group Analytics Research Group The Analytics Research Group in Xerox Research Centre India (XRCI) is seeking bright Undergraduate, Masters and PhD students for research internships to participate in exciting

More information

Next-Generation Building Energy Management Systems

Next-Generation Building Energy Management Systems WHITE PAPER Next-Generation Building Energy Management Systems New Opportunities and Experiences Enabled by Intelligent Equipment Published 2Q 2015 Sponsored By Daikin Applied and Intel Casey Talon Senior

More information

Disruptive Innovation, Smart Objects and the Internet of Things. Ian Kennedy Vice President, Systems Engineering Cisco International

Disruptive Innovation, Smart Objects and the Internet of Things. Ian Kennedy Vice President, Systems Engineering Cisco International Disruptive Innovation, Smart Objects and the Internet of Things Ian Kennedy Vice President, Systems Engineering Cisco International Transforming the Global Socio-Economic Landscape Long term economic growth

More information

Michel Velázquez Mariño

Michel Velázquez Mariño Michel Velázquez Mariño Curriculum Vitae Full name Personal information Michel Velázquez Mariño Birthdate December 15, 1986 Nationality Emails Web site Marital status Academic degree Teaching degree Cuban

More information

High Performance Computing

High Performance Computing High Parallel Computing Hybrid Program Coding Heterogeneous Program Coding Heterogeneous Parallel Coding Hybrid Parallel Coding High Performance Computing Highly Proficient Coding Highly Parallelized Code

More information

PROGRAMME SPECIFICATION POSTGRADUATE PROGRAMME

PROGRAMME SPECIFICATION POSTGRADUATE PROGRAMME PROGRAMME SPECIFICATION POSTGRADUATE PROGRAMME KEY FACTS Programme name Advanced Computer Science Award MSc School Mathematics, Computer Science and Engineering Department or equivalent Department of Computing

More information

Corporate Information & Computing Services. Research Support For Postgraduate Students.

Corporate Information & Computing Services. Research Support For Postgraduate Students. Corporate Information & Computing Services. Research Support For Postgraduate Students. CiCS Support for Research Corporate Information and Computing Services (CiCS) provides a diverse range of computing

More information

Swiss Data Science Center

Swiss Data Science Center Swiss Data Science Center Thomas Hofmann Computer Science, ETH Zurich May 23, 2016 Slide credit: ` Markus Püschel, ETH Zurich Edouard Bugnion, EPF Lausanne Andreas Krause, ETH Zurich Outline 1. Data Science

More information

Computational Science and Informatics (Data Science) Programs at GMU

Computational Science and Informatics (Data Science) Programs at GMU Computational Science and Informatics (Data Science) Programs at GMU Kirk Borne George Mason University School of Physics, Astronomy, & Computational Sciences http://spacs.gmu.edu/ Outline Graduate Program

More information

FACULTY OF ECONOMICS AND MANAGEMENT PROGRAMME ADMISSION QUALIFICATION LIST OF COURSES

FACULTY OF ECONOMICS AND MANAGEMENT PROGRAMME ADMISSION QUALIFICATION LIST OF COURSES FACULTY OF ECONOMICS AND MANAGEMENT PROGRAMME ADMISSION QUALIFICATION LIST OF COURSES Accounting 6 Semesters Kuala Lumpur Islamic Economy Possess Bachelor Degree of Accounting with a high cumulative grade

More information

EECS PhD Comprehensive Examination Guidelines

EECS PhD Comprehensive Examination Guidelines EECS PhD Comprehensive Examination Guidelines EECS Graduate and Research Committee Graduate students accepted in the EECS doctoral program may take comprehensive exam as early as the last semester of their

More information

Job list - Research China

Job list - Research China Job list - Research China Job # Job Title Page 010499 Scientist for Mechanical Engineering P2-3 002590 Senior Scientist for Biomedical Engineering P4-5 022831 Research Scientist for MRI P6-7 010501 Scientist

More information

Universidad Internacional Menéndez Pelayo (UIMP)

Universidad Internacional Menéndez Pelayo (UIMP) Universidad Internacional Menéndez Pelayo (UIMP) 1st Meeting in Commemoration of Alan Turing 2012 Year of Computer Science August 6th to 8th 2012 Director: Juan José Moreno Navarro IMDEA Software y Universidad

More information