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Aepia es una asociación formada por docentes, investigadores y profesionales que comparten intereses en temas relacionados con la Inteligencia Artificial.

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Advanced Statistics and Data Mining summer school (2017)

This summer school will be held in Boadilla del Monte, near Madrid, from June 26th to July 7th. This year's edition comprises 12 week-long courses (15 lecture hours each), given during two weeks (six courses each week). Attendees may register in each course independently. No restrictions, besides those imposed by timetables, apply on the number or choice of courses.

For the third time in a row, INOMICS has selected our summer school as one of the world's top ten summer schools in mathematics and statistics. You can read more at http://bit.ly/2oR00GI

Early registration is *OPEN*. Extended information on course programmes, price, venue, accommodation and transport is available at the school's website:

http://www.dia.fi.upm.es/ASDM

There is a 25% discount for members of Spanish AEPIA and SEIO societies.  

School coordinators:

Pedro Larranaga, Concha Bielza, Bojan Mihaljevic and Alberto Ogbechie.


*** List of courses ***

* Week 1 (June 26th - June 30th, 2017) *

1st session: 9:45-12:45
Course 1: Bayesian Networks (15 h)
Course 2: Time Series(15 h)

2nd session: 13:45-16:45
Course 3: Supervised Pattern Recognition (15 h)
Course 4: Bayesian Inference (15 h)

3rd session: 17:00 - 20:00
Course 5: Neural Networks and Deep Learning (15 h)
Course 6: Unsupervised Pattern Recognition (15 h)

* Week 2 (July 3rd - July 7th, 2017) *

1st session: 9:45-12:45
Course 7: Statistical Inference (15 h)
Course 8: Big Data with Apache Spark (15 h)

2nd session: 13:45-16:45
Course 9: Text Mining (15 h)
Course 10: Feature Subset Selection (15 h)
      Introduction. Filter approaches. Embedded methods. Wrapper methods. Additional topics. Practical session: R and Weka.     

3rd session: 17:00-20:00
Course 11: Support Vector Machines and Regularized Learning (15 h)
Course 12: Hidden Markov Models (15 h)

BDebate - Artificial Intelligence: Dreams, Risks, and Reality

7th and 8th March 2017, Barcelona

http://www.bdebate.org/en/forum/artificial-intelligence-next-step-evolution

It cannot be denied that Artificial Intelligence is having a growing impact in many areas of human activity. It is helping humans to communicate with each other, even beyond linguistic boundaries, find information in the vast resources available on the web, solve challenging problems that go beyond the competence of a single expert, and enable the deployment of autonomous systems, such as self-driving cars, that handle complex interactions with the real world with little or no human intervention. These applications are perhaps not like the fully autonomous conscious intelligent robots that science fiction stories have been predicting, but they are nevertheless very important and useful, and most importantly they are real and here today.

But neither can it be denied that Artificial Intelligence comes with certain risks. Many people (including luminaries such as Bill Gates or Stephen Hawking) believe that the main risk of artificial intelligence is that it gets out of hand. Machines that can learn, reconfigure themselves, and make copies of themselves may outrun the human race, become smarter than us and take over. To researchers in the field this risk seems far-fetched. But they see other risks which are already upon us and need urgent remediation.

Concretely, AI algorithms, particularly those embedded in the web and social media, are having an important impact on who talks with whom, how information is selected and presented, and how facts (justified or fake) propagate and compete in public space. However these AI algorithms are now held (at least partly) responsible for allowing the emergence of a post-truth world, highjacking democratic decision processes, and dangerously polarizing society. These developments are making it much more difficult to deal with the big issues facing our society, such as mitigating climate change, diminishing pollution, achieving economic prosperity for an exploding population, coping with massive migration, etc. They all require determined collective action and therefore a political consensus. 

This B·Debate, organized by Biocat and "la Caixa" Foundation, together with the Institut de Biologia Evolutiva (IBE - CSIC/UPF) and the Institut d'Investigacio en Intel-ligencia Artificial (CSIC), brings together top experts concerned with the benefits and risks of AI, particularly, but not exclusively, in the domain of web and social media, and seeks to come up with ways to deal with these new challenges.

The first day (March 7th) is a closed meeting with experts (by invitation only). The second day of the debate (March 8th) is an open session with previous registration.

Scientific leaders:

Luc Steels
ICREA Research Professor. Institut de Biologia Evolutiva

Ramon Lopez de Mantaras
Spanish National Research Council (CSIC)

16th Conference on Artificial Intelligence in Medicine (AIME)

June 21-24, 2017- Vienna, Austria
 
 
AIME2017 will be a unique opportunity to present and improve the international state of the art of AI in medicine from perspectives of theory, methodology, and application.  We are happy to announce our keynote speakers: Stefan Schulz (University Graz)  and Kenneth Barker  (T. J. Watson Research Center IBM).
 
Scope of AIME:
Contributions to theory and methods should present or analyze novel AI theories or methodologies for solving problems in the biomedical field. It is equally possible to present new theories and methods or extensions of existing ones. In both cases, the work should demonstrate its utility for solving biomedical problems and highlight its contribution to the underlying theoretical basis. In addition, assumptions and limitations should be discussed, and novelty with respect to the state of the art.
Contributions addressing systems and applications should describe the development, implementation or evaluation of innovative, AI-based tools and systems in the biomedical application domain. These papers should both link the work to underlying theory, and either analyse the potential benefits to solve biomedical problems or present empirical evidence of benefits in clinical practice.
 
The scope of the conference includes the following areas:

- Big Data Analytics in medical domain
- Biomedical Knowledge Acquisition and Knowledge Management
- Clinical Decision Support Systems
- AI methods in Telemedicine and eHealth
- Behavior Medicine
- Patient Engagement Support (Personal Health Record)
- Machine Learning, Knowledge Discovery and Data Mining
- Case-based Reasoning in Biomedicine
- Biomedical Ontologies and Terminologies
- Document Classification and Information Retrieval
- Bayesian Networks and Reasoning Under Uncertainty
- Biomedical Imaging and Signal Processing
- Temporal and Spatial Representation and Reasoning
- Visual Analytics in Biomedicine
- Computerized Clinical Practice Guidelines and Protocols
- Natural Language Processing
- Fuzzy Logic
- Healthcare Process and Workflow Management
- AI solutions for Ambient Assisted Living
 
IMPORTANT DATES:
- Abstracts Submission Deadline: January 15, 2017
- Paper Submission: February 1, 2017
- Notification of Acceptance: March 13, 2017
- Final Camera Ready Copy: April 5, 2017

Call for workshop & Call for tutorial

Important dates:

- Proposal for Workshops: February 6, 2017
- Notification of Workshop/Tutorials: February 13, 2017

Call for PhD consortium

Important dates:

- Paper Submission: March 13, 2017
- Notification of Acceptance:  April 21, 2017
- Final Camera Ready Copy: May 14, 2017
 

11th International Conference on Scalable Uncertainty Management (SUM)

October 4-6, 2017 - Granada, Spain

http://idbis.ugr.es/sum2017/

The 11th International Conference on Scalable Uncertainty Management (SUM) will be held in Granada, Spain on October 4-6, 2017. The conference will bring together researchers who are working with imperfect information in fields such as artificial intelligence, databases, data mining, information retrieval, and risk analysis with
the aim of fostering collaboration and cross-fertilization of ideas from different communities.

An originality of SUM is that it gives a large space to tutorials about a large range of topics related to uncertainty management. Each tutorial provides a 45 minute survey of one of the research areas in the scope of the conference.

Topics of Interest:

We solicit papers on the management of large amounts or complex kinds of uncertain, incomplete, or inconsistent information. We are particularly interested in papers that focus on bridging gaps, for instance between different communities, between numerical and symbolic approaches, or between theory and practice. Topics of interest include (but are not limited to):
- Imperfect information in databases
- Methods for modeling, indexing, and querying uncertain databases
- Top-k queries, skyline query processing, and ranking
- Approximate, fuzzy query processing
- Uncertainty in data integration and exchange
- Uncertainty and imprecision in geographic information systems
- Probabilistic databases and possibilistic databases?
- Data provenance and trust
- Data summarization
- Very large datasets
- Imperfect information in information retrieval and semantic web applications
- Approximate schema and ontology matching
- Uncertainty in description logics and logic programming
- Learning to rank, personalization, and user preferences
- Probabilistic language models
- Combining vector-space models with symbolic representations
- Inductive reasoning for the semantic web
- Imperfect information in artificial intelligence
- Statistical relational learning, graphical models, probabilistic inference
- Argumentation, defeasible reasoning, belief revision
- Weighted logics for managing uncertainty
- Reasoning with imprecise probability, Dempster-Shafer theory, possibility theory
- Approximate reasoning, similarity-based reasoning, analogical reasoning
- Planning under uncertainty, reasoning about actions, spatial and temporal reasoning
- Incomplete preference specifications
- Learning from data
- Risk analysis
- Aleatory vs. epistemic uncertainty
- Uncertainty elicitation methods
- Uncertainty propagation methods
- Decision analysis methods
- Tools for synthesizing results

Accepted long and short papers will be published by Springer in the Lecture Notes in Artificial Intelligence series. Authors of an accepted long or short paper will be expected to sign copyright release forms, and one author is expected to give a presentation at the conference. Authors of accepted abstracts will be expected to present their work
during the conference, but the extended abstracts will not be published in the LNCS/LNAI proceedings (they will be made available in a separate booklet).

IMPORTANT DATES:
- Deadline for submissions: April 3, 2017
- Notification: May 22, 2017
- Camera-ready copies: June 12, 2017
- Conference: October 4-6, 2017

26th International Joint Conference on Artificial Intelligence (IJCAI)

August 19-25, 2017 - Melbourne, Australia

http://ijcai-17.org

The Program Committee of the Twenty-sixth International Joint Conference on Artificial Intelligence (IJCAI-17) invites the submission of technical papers for the main technical track of the conference which will be held in Melbourne, Australia, from August 19th to August 25th, 2017. Submissions are invited on significant, original, and previously unpublished research on all aspects of artificial intelligence. All papers will receive mindful and rigorous reviews. For nearly a half-century, IJCAI has remained the premier conference bringing together the international AI community in communicating the advances and celebrating the achievements of artificial intelligence research and practice. With the current explosive interest in AI and its applications, this 26th edition of the conference is guaranteed to provide an exciting forum to present and hear about cutting-edge research in AI.

SPECIAL TRACK ON AI & AUTONOMY
A special theme of IJCAI-17 is Autonomy. While autonomy has been a focus of interest in the research community for many years, recent developments in the adoption of artificial intelligence and other technologies across many different areas of endeavour have brought new challenges or have made real those that until now had been largely abstract and theoretical. The increasing number of major corporations developing autonomous cars, the use of autonomous vehicles in the sea and in the air, the proliferation of drones for different purposes including military ones, and the availability of personal assistants via the desktop or smartphone are just some examples of the ways in which these challenges are facing us in everyday life. In recognition of this trend, and in support of addressing some of these challenges, this Special Track seeks to foster discussion and debate around the issues brought forward by this new generation of technologies and applications. We seek papers that address or consider the challenges across multiple different dimensions: Technical, Philosophical, Legal, and Social.

OTHER TRACKS
The scientific program of IJCAI 2017 will also contain Workshops, Tutorials, Demonstrations, Robotic Exhibitions, a Doctoral consortium, and will host different software, video, and robotics competitions.

CONFERENCE VENUES
The conference will be held at the Melbourne Convention and Exhibition Centre, a space that has won numerous awards for its architecture and interior design. Conveniently located on the banks of the Yarra River the convention centre is within walking distance of the city centre and a wide range of restaurants and hotels, with options suitable for all budgets. The workshops and tutorials will be held at close by RMIT University, one of the largest universities in Australia. There is a free tram that runs between RMIT and a block away from the convention centre.

IMPORTANT DATES
Abstract submission: February 16th, 2017
Paper submission: February 19th, 2017
Acceptance notification: April 23rd, 2017
Conference: August 19th - 25th, 2017

International Conference on Pattern Recognition Systems (ICPRS)

12-13 July 2017, Madrid, Spain

http://www.icprs.org

The Seventh International Conference on Pattern Recognition Systems (ICPRS) is an annual event that follows ICPRS-16, originally a development from the successful Chilean Conference on Pattern Recognition that reached its 5th edition in 2014. In 2017 it is organised by the two Madrid universities (UPM and UC3M) and is sponsored by the Chilean Association for Pattern Recognition (ACHiRP) and the Vision and Imaging Professional Network of the (UK) Institution of Engineering and Technology (IET) who will publish its proceedings (provided that at least one author registers and presents the work at the conference). Papers deemed to be of the required standard and presented at the conference, will be indexed by INSPEC and, through it, IEEE Xplore. All paper submissions will be submitted via Conftool to be peer-reviewed by an international panel of experts. Excellent papers will be invited to submit extended versions for consideration in IET research journals (Computer Vision, Image Processing, Biometrics).

Paper submission timetable:
9 April 2017: Submission of full papers (6 pages)
21 May 2017: Notification of acceptance
4 June 2017: Submission of camera-ready papers
12-13 July 2017: Conference

30th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE 2017)

June 17-21, 2017 Arras (near Paris)

http://www.cril.univ-artois.fr/ieaaie2017

IEA/AIE 2017 continues the tradition of emphasizing applications of applied intelligent systems to solve real-life problems in all areas including engineering, science, industry, automation & robotics, business &  nance, medicine and biomedicine, bioinformatics, cyberspace, and human-machine interactions.

Authors  are  invited  to  submit  their  papers  in  English  of  up  to  10  single  spaced  pages, presenting  the  results  of  original  research  or  innovative  practical  applications  relevant  to  the conference.   Practical  experiences  with  state-of-the-art  AI  methodologies  are  also  acceptable when  they  re ect  lessons  of  unique  value  to  the  conference  attendees.    Shorter  works,  up to  6  pages,  to  be  presented  in  10  minutes,  may  be  submitted  as  short  papers  representing work  in  progress  or  suggesting  possible  research  directions. All  paper  submissions  will  be done electronically, as indicated in the instructions on the conference web site. All papers will be  peer  reviewed  and   nal  copies  of  papers  for  inclusion  to  the  conference  proceedings  will be  published  in  a  bound  volume  by  Springer-Verlag  (formatting  instructions  are  available at http://www.springer.de/comp/lncs/authors.html)  in  their  Lecture  Notes  in  Artificial Intelligence series

AEPIA members will be given a $50 discount on registration for the conference.

IMPORTANT DATES:
Paper submission due: Nov 23, 2016
Notification of acceptance: Feb 6, 2017
Final camera ready form: Feb 25, 2017
Conference date: Jun 17-21, 2017

CALL FOR PAPERS:

http://www.cril.univ-artois.fr/ieaaie2017/cfp.pdf

8th International Joint Conference on Computational Intelligence (IJCCI2016)

November 9th-11th, 2016, Porto, Portugal.

Detailed information is available at the conference website: http://www.ijcci.org

The purpose of IJCCI is to bring together researchers, engineers and practitioners on the areas of Fuzzy Computation, Evolutionary Computation and Neural Computation. IJCCI is composed of three co-located conferences, each specialized in at least one of the aforementioned main knowledge areas:

ECTA - 8th International Conference on Evolutionary Computation Theory and Applications - http://www.ecta.ijcci.org

FCTA - 8th International Conference on Fuzzy Computation Theory and Applications - http://www.fcta.ijcci.org

NCTA - 8th International Conference on Neural Computation Theory and Applications - http://www.ncta.ijcci.org

 

Upcoming Deadlines:

Regular Paper Submission: June 2, 2016
Regular Paper Authors Notification: July 27, 2016
Regular Paper Camera Ready and Registration: September 19, 2016

Ibero-American AI international symposium (IBERAMIA 2016)

November 23-25, 2016, Costa Rica.

http://www.iberamia.org/iberamia/iberamia2016

 

This is the leading international symposium where the Ibero-American AI community comes together to share research results and experiences with researchers in Artificial Intelligence from all over the world.

IBERAMIA 2016, the XV edition of IBERAMIA, welcomes submissions on mainstream AI topics, as well as novel cross cutting work in related areas. Main topics may include but are not limited to the following:

  • Knowledge Engineering, Knowledge Representation and Probabilistic Reasoning
  • Agent technology and multi-agent systems
  • Machine Learning
  • Planning and Scheduling
  • Robotics
  • Natural Language Processing
  • Computer vision and pattern recognition
  • Computational Intelligence & Soft Computing
  • AI in Education, Affective Computing, and Human-Computer Interaction
  • Big Data, Knowledge discovery and Data Mining

 

Important Dates:
Paper submission deadline : May 16th, 2016
Notification : July 15th, 2016
Camera ready papers: August 1st, 2016
Conference Dates: 23-25 November 2016
Workshop Proposals dealine: 1st June 2016

 

International Conference on Enterprise Information Systems (ICEIS)

April 26-29, Porto (Portugal)

http://www.iceis.org/Home.aspx?y=2017

The purpose of the 19th International Conference on Enterprise Information Systems (ICEIS) is to bring together researchers, engineers and practitioners interested in the advances and business applications of information systems. Six simultaneous tracks will be held, covering different aspects of Enterprise Information Systems Applications, including Enterprise Database Technology, Systems Integration, Artificial Intelligence, Decision Support Systems, Information Systems Analysis and Specification, Internet Computing, Electronic Commerce, Human Factors and Enterprise Architecture.

Conference Areas:
1 . Databases and Information Systems Integration
2 . Artificial Intelligence and Decision Support Systems
3 . Information Systems Analysis and Specification
4 . Software Agents and Internet Computing
5 . Human-Computer Interaction
6 . Enterprise Architecture

Upcoming Deadlines:

Regular Paper Submission: November 30, 2016
Regular Paper Authors Notification: February 1, 2017
Regular Paper Camera Ready and Registration: February 15, 2017

 

Conferencia: Fábrica Inteligente & Conectada - Hacia la Industria 4.0

iiR presentará el próximo 21 de Abril, el Evento de referencia sobre la digitalización de la industria española

Las fábricas españolas ya caminan hacia una nueva Revolución Industrial. Una transformación total de los procesos productivos que permitirá a los profesionales del Sector adaptarse a las exigencias de un mercado global.

"Fábrica Inteligente & Conectada. Hacia la Industria 4.0", es un Evento necesario para todos los profesionales de fábrica que se enfrentan al reto de llevar a cabo la transformación digital de sus factorías.

Más de 20 representantes de diferentes sectores industriales revelarán sus casos de éxito:

SPB, DEUTZ, TRASLUZ, CALIDAD PASCUAL, SESDERMA, TERNUA GROUP, FAC SEGURIDAD, GESTAMP, ISACA MADRID, AIR LIQUIDE IBÉRICA DE GASES, DULCESA, PFIZER, GRUPO MAHOU SAN MIGUEL, PESI, KELLOGG MANUFACTURING ESPAÑA y AINIA CENTRO TECNOLÓGICO.

Los protagonistas de esta nueva industria mostrarán a los asistentes cómo están consiguiendo optimizar sus recursos gracias a la implementación de procesos productivos integrados, colaborativos y flexibles.

Los ponentes presentarán sus experiencias prácticas en LEAN MANUFACTURING, WORLD CLASS MANUFACTURING, SIX SIGMA, 5S, MANUFACTURING PLANING y CIBERSEGURIDAD.

Además se presentarán las últimas novedades en Robótica, Inteligencia Artificial, Realidad Aumentada e IoT, habilitadores digitales imprescindibles para la 4ª revolución industrial.

Gafas de realidad virtual que supervisan la limpieza de la maquinaria, sensores para obtener información sobre la calidad de los procesos, serán algunos de los ejemplos prácticos que los ponentes compartirán con sus colegas del sector.

Dispositivos, infraestructuras, tecnologías y sistemas para las Operaciones Industriales

·         Industrial Big Data

·         Robótica/IA/Drones

·         Industrial IoT

·         Impresión 3D/Realidad Aumentada

·         ERP/MES/APS

·         LEAN/World Class Manufacturing

iiR España ofrece un descuento del 10% en la inscripción al evento para los socios de AEPIA.

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