September 18-20, 2019, Vilnius

The Organizing Committee is pleased to welcome you to take part at the 10th International Workshop "Data Analysis Methods for Software Systems“, which will be held on November 29 -December 1, 2018, in the hotel "Europa Royale", Druskininkai, Lithuania.

For more information in Conference Website

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Important dates:

  • Deadline for registration by the internet:          October 20, 2018
  • Conference:     November 29, 2018
  • Paper submission to BJMC journal issue for participants of DAMSS2018:      will be announced


Publications

Proceedings of 10th International Workshop "Data analysis methods for software systems" – DAMSS 2018: Druskininkai, Lithuania, November 29-December 1, 2018 / Lithuanian Computer Society. Vilnius University Institute of Mathematics and Informatics. Lithuanian Academy of Sciences. Druskininkai: Vilnius University

Each session talk is 15-20 minutes long. Poster sessions will provide an opportunity for the authors to display the results and conclusions of the presented researchers. The poster will be exhibited during the workshop.

Recommended paper size of posters is A1 (84.1 cm x 59.4 cm.), language is English.
We will recommend the authors of talks to submit their papers for publication in the special issue of "Baltic Journal of Modern Computing".

 

June 8, 2018, 10:00

Vilnius, Akademijos st. 4, 203 room

 

Prof. Pasi Fränti

(University of Eastern Finland)

„Efficiency of Random Swap Clustering“

 

Abstract

Random swap algorithm aims at solving clustering by a sequence of prototype swaps, and by fine-tuning their exact location by k-means. This randomized search strategy is simple to implement and efficient. It reaches good quality clustering relatively fast, and if iterated longer, it finds the correct clustering with high probability. In this paper, we analyze the expected number of iterations needed to find the correct clustering. Using this result, we derive the expected time complexity of the random swap algorithm. The main results are that the expected time complexity has (1) linear dependency on the number of data vectors, (2) quadratic dependency on the number of clusters, and (3) inverse dependency on the size of neighborhood. Experiments also show that the algorithm is clearly more efficient than k-means and almost never get stuck in inferior local minimum.

The presentation is based on this recent paper: P. Fränti, "Efficiency of random swap clustering", Journal of Big Data, 5:13, 1-29, 2018

13th INTERNATIONAL BALTIC CONFERENCE ON DATABASES AND INFORMATION SYSTEMS (Baltic DB&IS 2018)

July 1-4, 2018, Trakai, Lithuania

Included in the IEEE list of conferences.

TOPICS (not limited to):

  • Concepts, models, methods, tools, techniques in enterprise and IS engineering
  • Architectures and quality aspects of information systems
  • Domain-specific information systems
  • Cyber-social systems
  • Big data and its analytics
  • Cognitive computingKnowledge, ontologies, data and knowledge management

  

The conference proceedings - by Springer (CCIS).
The selected and extended papers - by IOS Press (Frontiers in Artificial Intelligence and Applications).

DATES

April 2, 2018 Paper submission deadline
May 7, 2018 Author notification
May 19, 2018 Camera-ready paper submission deadline for the conference proceedings
July 1-4, 2018 Conference
July 1, 2018 Doctoral consortium
October 17, 2018 Camera-ready paper submission deadline for the conference selected papers

 

More information

ORGANISED BY
Vilnius University
Vilnius Gediminas Technical University
Lithuanian Academy of Sciences
Lithuanian Computer Society

Contact e-mail:

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The AI Expo Global will arrive at the Olympia National, London on the 18-19th April. With over 10,000 attendees already registered, the AI thought leadership conference and exhibition is set to be one for business leaders calendars. There will be some exciting new additions including two co-located events covering the latest business trends in Blockchain and IoT, new topics, keynotes and a larger expo!

New for this year and in partnership with IBM, Arrow and Indiegogo, the event will host a dedicated start-up & innovation incubator zone where you can see the latest technologies and innovations in action, in addition to the vast exhibition of 300+ companies who will be showcasing their products and services within the field of AI, IoT and Blockchain.

The 2018 event will explore new topics across a brand-new agenda of 4 conference tracks:

1.      AI in the Enterprise (18th April – day 1), see how enterprise sized businesses implement and apply the latest technologies and strategies in artificial intelligence, including the deployment of machine learning strategies , the role of AI in the workplace and the role of AI in the UK from a government level. Hear from leading speakers from Prudential, Willis Towers Watson, the UK Parliament, Southern Water, UCL, Tractica and AI for Good.

2.      Data Analytics for AI & IoT (18th April – day 1), join representatives from Schneider Electric, Gartner, Milestone, Prosper BI and Orange as they identify target-rich, high-value data that can be used to generate business intelligence across a range of sectors. In addition, learn about the transformative power of AI within the energy world from the Head of Advanced Analytics and Data Lab at E.ON, Juan Bernabe Moreno.

3.      AI and the Consumer (19th April – day 2), see how AI is fuelling the future of customer experience as Gartner predict that by 2021, over 50% of enterprises will spend more per annum on chatbots and their creation than traditional app development. Sessions include a keynote on ‘ smart skincare’ from Dr. Frauke Neuser at P&G on the popular ‘Olay Skin Advisor’ powered by a deep learning algorithm that delivers a personalized approach to skin analysis. Other speakers include AI leaders from MoneyGram, HSBC, Pizza Express, Adidas, Skyscanner, NHS England, Sanofi and Diabetes UK.

4.      AI Technologies  (19 th April – day 2), learn about the full spectrum of the latest AI technology developments and see real life case study implementation. Expect to hear about visual recognition technologies , robotics and machine learning.

A range of industries and topics will be covered including:

Finance: AI applications within the banking sector, Robo advisers for Robo trading, automated financial advisors, machine learning enabling fraud reduction. Hear from senior representatives from HSBC, MoneyGram and LV=.

Insurance: machine learning, automation and the use of virtual assistant chatbots within the insurance sector, including the Prudential chatbot called "Ask Prudence"

Healthcare: clinical trial participant identifier, preliminary & automated diagnosis, virtual nursing assistants, robot-assisted surgery, dosage error reduction. Hear from the NHS, Sanofi and Diabetes UK.

Energy & Utilities: learn how AI is transforming enterprises and reshaping the energy world with predictive technology approaches stimulating innovation at companies like E.ON.

Government & Public Sector: the significance & application of AI domestically and internationally, including legislation, regulation, the AI opportunities, ethical oversight, economic & societal implications.

Marketing & Digital Transformation: predictive analytics, deep learning tools for personalisation, AI for customer service.

Retail: personalised interactions, engagement through chatbot usage, deep learning algorithms, facial recognition techniques and personal assistants. Hear from leading brands like P&G, Adidas and Pizza Express.

Travel: smart tech to create contextual experiences, customer intention prediction and personalisation techniques from Skyscanner.

Human Resources: AI usage for recruitment, talent development and HR operations with the digital lead, George Zarkadakis from Willis Towers Watson.

Click here to register for your free or paid pass to the Global 2018 event on the 18-19 April in London.

Early bird rate ends Friday 16 th March so if you are looking for full conference and networking access, you can save up to £250 on your conference and networking pass (Gold/Ultimate) when you book by the 16th of March.

You can find out more about the World Series 2018 and register for each event here:

AI Expo Global 18-19 th April 2018, Olympia, London
AI Expo Europe 27-28th June 2018, RAI, Amsterdam
AI Expo North America 28-29 th November 2018, Santa Clara, Silicon Valley
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Kind regards,
 
Anna Fry
Marketing Executive | AI Expo
Feel free to follow us on Twitter, Facebook and LinkedIn
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World Series
AI Expo Global – 18-19th April 2018, Olympia, London
AI Expo Europe – 27-28th June 2018, RAI, Amsterdam
AI Expo North America – 28-29th November 2018, Santa Clara, Silicon Valley

 

bdas logo en17 69x85Institute of Informatics of Silesian University of Technology invites to the
13th International Conference "Beyond Databases, Architectures and Structures"
(30 May - 02 June, 2017, Ustron near Krakow, Poland)
.

The 13th BDAS Conference (technically co-sponsored by IEEE) is a continuation of the highly successful BDAS conference series started in 2005, traditionally held in Ustron, Poland (transfer will be provided from/to Krakow). The Conference is focused on all aspects of databases. It is intended to have a broad scope, including different methods for data acquisition, processing and storing.

More information at Conference website http://bdas.polsl.pl
e-mail: 

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