Job – ULB – Postdoc in Machine Learning – 2 years

ULB

ULB MLG Brussels: Postdoc in machine learning, data science and big data for security (e.g. fraud detection)

2 year postdoc position

Description

Research in big data and scalable machine learning with application to security problems (e.g. fraud detection) in the context of a project funded by Brussels Region.

http://mlg.ulb.ac.be/BruFence

Required skills:

  • you have a PhD in Machine Learning, Computational Science, (Bio)Engineering, Data Science, or equivalent.
  • Expertise in statistical machine learning, data mining, big data, map reduce, Spark, python, R programming.
  • Plus: expertise in application of big data mining to real problems, security applications, notably credit card fraud detection
  • You are fluent in English.
  • The successful applicant will be hosted by the Machine Learning Group, co-headed by Prof. Gianluca Bontempi.

    Starting date: asap
    For more information please contact Pr. Gianluca Bontempi, mail: gbonte@ulb.ac.be.
    Please send your CV, motivation letter and contact information for three references, publication list with indication of the citation number of each published paper.

Nr of positions available : 1

Research Fields

Computer science – Modelling tools

Career Stage

Experienced researcher or 4-10 yrs (Post-Doc)

Research Profiles

First Stage Researcher (R1)

Comment/web site for additional job details

mlg.ulb.ac.be

Top 5 presentations of DIS2015 (Data Science Innovation Summit).

Dear friends,

March 26th will be the milestone of our community.

We had 68 speakers at our Data Innovation Summit with over 500 attendants. Check our new DataScience video channel with all the presentations. Pictures of the event are available on our facebook page. Over 600 people replied to the datascience survey.  Read Ward’s analysis of the satisfaction survey.

Here is the top 5 of the presentations:

  • Kris Peeters: The people aspect of Data Science (view)
  • Elena Tsiporkova: Data Innovation Lab (view)
  • Toon Vanagt: How Open Data allows faster innovation (view)
  • Hans Constandt: The disruptive Role of startups in Data Innovation (view)
  • Steven Beeckman: Government and Data (view)

Thank you for participating to the Data Science Survey. The results are still available to all participants. Here is a summary done by our experts:

  • Data Innovation Summit Dashboard by Dieter and Nicholas (view)
  • Data Innovation Survey results – In Neo4j by Rik (view)
  • The question “Are all Data Scientists nerds?” – By Nele (view)
  • Data Innovation Survey 2015 – preliminary analysis by Ward (view)

The plan is to bundle these in a e-book, if you want to be part of this book you only need to submit your analysis. We are still waiting for a team that wants to link this survey with another existing survey. Winners of the best analysis will be announced during our Banking meetup on May 20th.

Thank you for all for making this summit a success.

Philippe Van Impe

Join us on our next meetup:

Brussels Data Science Meetup

Brussels, BE
1,161 Business & Data Science pro’s

The Brussels Data Science Community:Mission:  Our mission is to educate, inspire and empower scholars and professionals to apply data sciences to address humanity’s grand cha…

Next Meetup

Data for Good & Kaggle competitions

Thursday, Apr 23, 2015, 6:30 PM
86 Attending

Check out this Meetup Group →

New Links:

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Leo De Bock brings the speech of Minister Kris Peeters during the Data Innovation Summit

Leo De Bock Leo De BockLeo De Bock 1

It is so nice to be supported by Minister Kris Peeters and his team during our first Data Innovation Summit. Thank you Leo for the excellent presentation.

  • Here is the video from Leo De Boeck.
  • See all presentations from the summit here
  • See all  the pictures from the event here

 

Ladies and gentlemen, 

First of all, I would like to apologise Vice Prime minister Kris Peeters for not being able to make it to this meeting due to a political meeting that succeeded to eventually dominate his agenda.  

On days like these, when the bright minds of the world of data come together, we have a great opportunity to look ahead. We can discuss the next step in a field that progresses at an impressive speed. 

Now that digital has become the new normal, what will be the new extraordinary?  

The digital economy is one of the most dynamic and promising sectors in terms of development potential. Its possibilities for growth far exceed those of other sectors. Mobile data traffic doubles each year, the use of the internet does so every two or three years. Today, 4 million people work in ICT in the European Union and their share increases with 3% per year, despite the economic crisis. 

For the federal government of Belgium, our prime goal is to translate this digital growth into job creation. This is why we are developing our digital agenda. If we want to stay ahead as a digital nation, we’ll need to invest. We have a more developed high speed internet infrastructure than most other countries. We do not want to give up on that advantageous position.  We instead wish to continue to invest in a 4G and LTE advanced network in Belgium. 

At the same time, we need to invest in our regulatory framework. We need to update our privacy legislation that dates back to 1992, which, in digital terms, is the stone age. Privacy is a key driver for digital progress. The digital revolution will come to a halt when people’s trust diminishes. People have to be granted the right to information ànd the right to be overlooked, ignored, forgotten. Moreover, people need to feel safe when they go online. 

The government therefore, wants to make the CyberSecurityCenter operational this year. This center will work out a strategy to secure our nation’s digital network and the information we have online. Moreover, the Federal Public Service for Economy organizes campaigns to raise awareness on the data and digital fingerprint that people leave online.  

In today’s age of big data, these kinds of campaigns have become a necessity. Never before in the history of mankind, data have been collected, processed and linked at this massive a scale. A company’s power today is not just valued in terms of capital, but also in terms of data. Data is the new gold. Data means a company can produce, ship and market their products and services far more efficiently. 

In fact, our cabinet has already reaped the benefits of big data. We have been working together with a promising Belgian start-up, called Dataminded, who analyse our social media activities and we have already changed our communication policy on the basis of this analysis. 

Both the Vice Prime Minister and his staff are convinced of the great added value of big data. But, ladies and gentlemen, this does not mean that all bets are off. As I mentioned earlier, we need some form of regulation. Moreover, we need to think about creating a level playing field. 

The term ‘big data’ is quite self-explanatory. Big companies, first and foremost, are capable of gathering a critical mass of data for useful analysis. Those companies have the means to buy data or to invest in data processing. The question therefore is, how we can make sure that small and medium sized companies – those that somewhat are the backbone of our economy – can also become part of the big data story.  

This is why the federal government is working on legislation that makes open data accessible to citizens, companies and researchers. The exchange of data between governments and other organisations, will strengthen literally every citizen and company. Sharing data means strengthening everybody. 

Companies that own data, need to keep this in mind. Big data should be more than a new way to maximize profits. Big data should also benefit society. Take product information for instance. It is abundantly present in digital networks and it is used to reduce costs, boost productivity and make marketing efforts more efficient. Product information is often highly specialized, technical and exhaustive. It is so exhaustive that it confuses the average consumer. This is the point where big data should cross the boundary between economic logic and social logic. 

Let me give you one very concrete example. In December of last year, a new European regulation on Food Information to Consumers came into force. This legislation will ensure that consumers get more information on the food products that are put on sale in stores. But given the abundance of information, it is difficult for the consumer to use this in a meaningful way. So wouldn’t companies rather share their product information with others who can present these data in a more comprehensive way? Isn’t is socially responsible, isn’t it a corporate social duty for them to share information so that this legislation can actually be applied and we can make the consumer more aware, give him a chance to make rational decisions? This is where data should be turned into knowledge. 

Now, some companies will consider this a threat. But frankly, they are wrong. If you take initiative, you create opportunities. You get ahead instead of trailing the pack. First of all, transparency about data creates trust. And trust boosts business. Secondly, when companies provide their data directly, they can be sure that the data on the market are correct. Companies that continue to shield and hesitate and stay aloof, make the wrong choice. Because eventually the data will see the light of day. The huge multinational internet companies will put this data on the market sooner or later. And they will not wait for an agreement or cooperation. 

 

Ladies and gentlemen, 

Big data is indeed big business. But it also means big responsibility. While having the new gold in your hands, you should think twice about what you use it for. Eleanor Roosevelt once said that “if you need to handle yourself, you should use your head; but if you have to handle others, use your heart.” 

I hope hearts and minds will work together when we develop the new extraordinary. Because that is what big data is. Now that digital has become the new normal, big data is the next leap.  

For now, I wish all of you a productive and fruitful conference. And together with Vice Prime Minister Peeters, I do look forward to the great innovations that all of you, the bright minds of big data, will create in the years to come. 

I thank you.

 

Thank you for making the Data Innovation Summit a success

sponsorsThank you all for your engagement and active participation to our Data Innovation Summit.

Yesterday 68 presentations were delivered on time allowing over 400 data lovers to have enough time to network and share ideas with their peers.

This would not have been possible without a professional team of volunteers, a team of friends making the craziest schedules possible.

I would like to thank AXA and our sponsors for supporting us.

The speakers were amazing, tortured to accept the most horrible presentation format called ignite and delivering it with so much grace and passion, beautiful.

What a pity that we could not schedule all presentations and that we had to turn down so many participants because the event was sold out. We will handle this differently next time.

Together we have reached our first milestone yesterday, it is time to wake up now and work together to accelerate the development of new projects that will position us better in this merciless digitalization race. Let’s bundle our energy and put Belgium back on the map of most innovative countries, the place where it is so easy to start-up a company.

Your turn now, please give us your feedback about our Summit: https://nl.surveymonkey.com/s/Happy-DIS2015

The pictures taken at the summit will be available on https://www.facebook.com/Datasciencebe.

The presentations video’s will also soon be available on https://www.parleys.com/channel/datascience

Have you seen the analysis of the results (over 600) of the survey made by Ward, Dieter & Nicholas, Nele and Rik. I’m looking forward to these presentations during the finals of April 16th.

Thanks again,

Philippe Van Impe

What ? DIS2015 is sold out ? How is this possible for a free event ?

soldout1

Dear friends, dear data science experts,

I’m so proud that our first Data Innovation Summit is sold out.

Experts who took the survey will receive a confirmation tonight  and are invited to take the challenge = present their own analysis of the results of the survey at our meetup of April 16th.

If you did not manage to get your free access pass, no worries, all the presentations will be made available on our private channel.

I’m looking forward to meeting most of you on Thursday.

Let’s build this datascience knowledge hub together.

Philippe

Ready for the Data Innovation Summit, Survey & Challenge ?

DIS2015

Your community is holding its first full day summit this week on Thursday in Brussels.

We have received so much support from all parts of Belgium. I’m so proud of all our actors contributing to this amazing agenda. It will be a fast paced day with over 50 presentations and over 30 exhibitors. You will see and meet:

  • Most important Universities of Belgium
  • Major corporations will explain how they prepare to become data driven
  • Political powers represented by Kris Peters
  • Over 20 start-ups
  • Over 480 data experts
  • Over 30 exhibitors

Here are some Highlights of the day are:

  aula

  • The presentation of Kris Peeters & Vincent Blondel
  • The presentations of Reservoir Lab from UGent. 100 k$ winner of the international Kaggle competition.
  • The launch of the European Data Innovation Hub.

The challenge

If you have already registered and are on the waiting list, take the survey that will lead you to your ticket directly. Once you have answered this short poll we would like to challenge you and your team to analyze this data and to prepare a presentation for our finals.

About the summit:

  • We open our doors at 07:30. The Axa building is situated Boulevard du Souverain, 25. 1170 Bruxelles.
  • A parking space has been reserved for you. Use the Tenreukenlaan to proceed to the visitors parking of Axa.
  • The venue is 10 minutes walk from metro Hermann Debroux.
  • All presentations will be recorded and made available on our website.
  • Here is the list of participants .
  • Press Coverage: We have issued a press release

I’m looking forward to meeting you on Thursday.

Philippe Van Impe

The Venue – Data Innovation Summit – Brussels – March 26

 DIS2015 The venue:

  1. Adress: Boulevard du Souverain, 25. 1170 Bruxelles. Téléphone : +32 2 678 6111.
  2. Public transport:10 minutes walk from Metro Hermann Debroux
  3. route
  4. Parking space has been reserved on the Tenreukenlaan, the AXA parking will not be available for the participants to this event.
 aula Main Aula holds max 300 seats : first in first served !
Make sure you arrive on time because the main presentation aula can only hold 300 people. For fire safety reasons security will not allow more than 300 people in this room. We have added screens outside for those who will be arriving later. All presentations will be recorded.
 speakers corner Speakers & Demo Corner:

Outside the aula we have reserved an area for open and free presentations. This area will also be used to product presentations of max 5 minutes.

 exhibitors hall Hall for exhibitors:

You will have the pleasure to meet many specialised companies and experts in the exhibition room.

 the-press-room The Press Room:

Members of the press will have their own press room to conduct interviews and to gather information about the speakers and exhibitors.

16/3 Sneak Preview of the first results of the Data Innovation Survey 2015

logo survey

16/3/2015 – Already 220 people have answered our first DIS2015 survey.

If you want to received your free access pass to the Data Innovation Summit, please follow this link: https://nl.surveymonkey.com/s/DiS2015

Here is for you a sneak preview:

Over 80% of our members have at least a Master degree.

Diagram_V8_150316

Diagram_V17_150316

Diagram_V18_150316

Diagram_V27_150316

#DIS2015 will host over 30 Ignite presentations

Ignite           Datascience innovation summit white

 

The Data Innovation Summit is to host over 30 ignite presentations held by Universities, Startups and innovatieve companies.

 

If you had five minutes on stage what would you say? Would you talk about your latest passion? Describe the trip of a lifetime? Teach a hack? We’ll find out at in this high-energy, fast-paced, technology show-and-tell.

Any topic is fair game as long as it’s interesting, from technology to culture to business to science fiction. Speakers are limited to 20 slides, which automatically advance after 15 seconds—that’s the fun of Ignite!

The Data Innovation Summit in Brussels is a one day conference gathering all the Belgian actors facilitating data innovation. It is an action packed conference where more than 50 speakers will demonstrate what they do to help us compete in this digital marketplace.

Ignite is the name for a particular type of event that is held throughout the world—organized by volunteers—at which participants speak about their ideas and personal or professional passions according to a specific format. The event holds the motto, “Enlighten us, but make it quick!” The presentations are meant to “ignite” the audience on a subject, whereby awareness, thought, and action are generated on the subjects presented.

At an Ignite event, each speaker has a time limit of five minutes, and must use 20 slides with each slide advancing automatically after 15 seconds

The day is divided in 6 main sections:

  1. Keynotes sketching the Data Innovation Ecosystem
  2. Enterprise Business Cases
  3. Ignite sessions by innovation facilitators
  4. Business Cases brought by Universities
  5. Startup sessions
  6. Ignite sessions by the members of the community

Agenda

  • Please find the latest update of the agenda here.

Over 50 Speakers

  • One minister
  • One Rector
  • At least 10 Professors
  • Over 15 CEO’s & founders
  • Over 30 ignite sessions
  • Over 15 innovative startups
  • Please find the latest update of the speakers  here

Why you should attend:

  • Learn how to become a Data Driven manager.
  • Interact with Belgian’s most innovative speakers about Data Innovation and Data Science.
  • Listen to business cases explaining the different ways to extract value from Data.
  • Meet every important instance implicated with Data Innovation in Belgium.

Registration

Please register using this meetup page:

Summit: Data Innovation Summit – Made in Belgium

Thursday, Mar 26, 2015, 8:00 AM

AXA building
boulevard du Souverain, 25 Watermael-Boitsfort, BE

380 Business & Data Science pro’s Attending

Toon Vanagt- Laurent Fayet – Filip Maertens – Kris Peeters – Vincent Blondel –David Martens – Hans ConstandtThe Data Innovation Summit in Brussels is a one day conference gathering all the Belgian actors facilitating data innovation. It is an action packed conference where more than 50 speakers will demonstrate what they do that helps us compete i…

Check out this Meetup →

#DIS2015 – Rector Vincent Blondel to do the Keynote of the Data Innovation Summit on March 26th

Vincent Blondel

 

I’m so pleased to announce that Rector Vincent Blondel will do the keynote of the Data Innovation Summit – made in Belgium.

 

Vincent D. Blondel is professor of applied mathematics and president of the Université catholique de Louvain (UCL) in Belgium. He received an engineering degree, a degree in philosophy, and a PhD in applied mathematics from the Université catholique de Louvain, and a MSc in pure mathematics from Imperial College (London, UK). He has also completed a master thesis at the Institut National Polytechnique de Grenoble (France). He was a visiting scientist at Oxford University in 1993. During the academic year 1993-1994, he was the Göran Gustafsson Fellow at the Royal Institute of Technology (Stockholm, Sweden). In 1993-1994 he was a research fellow at the French national research center in computer science (INRIA, Rocquencourt, Paris). From 1994 to 1999 he was an associate professor at the Institute of Mathematics of the Université de Liège in Belgium. Dr Blondel was a visitor with the Australian National University (1991), the University of California at Berkeley (1998), the Santa Fe Institute (2000) and Harvard University (2001). He has also been an invited professor at the Ecole Normale Supérieure in Lyon (1998) and at the University of Paris VII (1999 and 2000). In 2005-2006 and in 2010-2011 he was an invited professor and Fulbright scholar with the Department of Electrical Engineering and Computer Sciences of the Massachusetts Institute of Technology (Cambridge, USA). He was the Petar Kokotovic Distinguished Visiting Professor of the University of California in 2012-2013. Blondel’s major current research interests lie in several area of mathematical control theory, theoretical computer science and network science. He is a former associate editor of the European Journal of Control (Springer) and an associate editor of Systems and Control Letters (Elsevier) and of the Journal on Mathematics of Control, Signals, and Systems (Springer). For his scientific contributions he has been awarded of a grant from the Trustees of the Mathematics Institute of Oxford University (1992), the prize Agathon De Potter of the Belgian Royal Academy of Science (1993), the prize Paul Dubois of the Montefiore Institute (1993), the triennal SIAM prize on control and systems theory (2001), the prize Adolphe Wetrems of the Belgian Royal Academy of Science (2006), and the Antonio Ruberti prize in systems and control of the IEEE (2006). He is a fellow of the IEEE. Vincent has directed more than thirty PhD and Master thesis. His recent work on networks has been widely featured, including in Wired, Technology Review, Le Monde, La Recherche, Der Spiegel, The Wall Street Journal and The New York Times.

 

Blondel

 

   ———————————

 Vincent Blondel

Vincent Blondel Vincent D. Blondel

Professor of Applied Mathematics, Université catholique de Louvain
Research Affiliate, Massachusetts Institute of Technology
Website: perso.uclouvain.be/vincent.blondel

President of the Université catholique de Louvain (2014-2019)
Website: www.uclouvain.be/recteur
Facebook: www.facebook.com/blondelUCL
Twitter: twitter.com/vincentblondel

Department of Mathematical Engineering
Institute ICTEAM
Research group on large graphs and networks
Louvain School of Engineering
Université catholique de Louvain
Avenue Georges Lemaître 4, boîte L4.05.01, B-1348 Louvain-la-Neuve, Belgium
E-mail: vincent.blondel(at)uclouvain.be

Scientific publications in Google Scholar

Interviews and opinions
Portrait dans “Trends”: Le réseau de Vincent Blondel (Novembre 2014, en français)
Interview pour “La Recherche” sur le “Big Data” (Décembre 2013, en français)
Interview in “IEEE Control System Magazine” (December 2013, in English)
Intervention pour “Le Vif” sur les MOOCs (Septembre 2013, en français)
Opinion in “Technology Review” (May 2013, in English)
Portrait dans “Trends”: L’ambassadeur de Belgique au MIT (Septembre 2011, en français)

 

About the event:

The Data Innovation Summit in Brussels is a one day conference gathering all the Belgian actors facilitating data innovation. It is an action packed conference where more than 50 speakers will demonstrate what they do that helps us compete in this digital marketplace.

 

How to register:

Summit: Data Innovation Summit – Made in Belgium

Thursday, Mar 26, 2015, 8:00 AM

AXA building
boulevard du Souverain, 25 Watermael-Boitsfort, BE

378 Business & Data Science pro’s Attending

Toon Vanagt- Laurent Fayet – Filip Maertens – Kris Peeters – Vincent Blondel –David Martens – Hans ConstandtThe Data Innovation Summit in Brussels is a one day conference gathering all the Belgian actors facilitating data innovation. It is an action packed conference where more than 50 speakers will demonstrate what they do that helps us compete i…

Check out this Meetup →

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