21 Oct 2014 - Third IPROCOM advanced training course on intelligent modelling: Principles and applications

9am - 4pm

Tuesday 21 October - Thursday 23 October 2014

Third IPROCOM advanced training course on intelligent modelling: Principles and applications

The objective is to provide training in the approaches available to design, plan and optimise the experiments and to analyse and represent complex dataset.

Auditorium Maximum
Krupnicza 33 Street
Jagiellonian University (JU)
Krakow
Poland

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Topics

The topics will include:

Design of experiments & data mining techniques
Flexible neural trees & evolutionary intelligent systems
Principal component analysis
ANN and NF: Fundamental and applications
Evolutionary computation
ANN modelling of roll compaction
Expert system technology and its application
Neural computing technology.

Speakers

Invited speakers include:

Dr Przemysław Dorożyński, Jagiellonian University, Poland
Dr Stephanie Turnbull, Johnson Matthey, UK
Dr Aleksander Mendyk, Jagiellonian University, Poland
Dr Crina Grosan, Babes-Bolyai University, Romania
Professor Peter Kleinebudde, Heinrich-Heine University, Germany
Professor Karen Hapgood, Monash University, Australia
Professor Ajith Abraham, MIR Labs, Czech Republic
Dr Krzysztof Woyna-Orlewicz, Jagiellonian University, Poland.

Programme

Time	Activity	Speaker
9am - 9:30am	Welcome and introduction
9:30am - 10:15am	MRI: A fancy technique to bring more data to your fancy models	Dr Przemysław Dorożyński, Jagiellonian University, Poland
10:15am - 11am	Chemometrics and PCA for handling multidimensional data	Dr Stephanie Turnbull, Johnson Matthey, UK
11am - 11:30am	Break
11:30am - 12:15pm	An introduction to computational intelligence	Dr Aleksander Mendyk, Jagiellonian University, Poland
12:15pm - 1:15pm	Lunch
1:15pm - 2pm	Evolutionary computation	Dr Crina Grosan, Babes-Bolyai University, Romania
2pm - 3pm	Hands on: EC	Dr Crina Grosan, Babes-Bolyai University, Romania
3pm - 3:30pm	Break
3:30pm - 4:15pm	Artificial neural networks	Dr Aleksander Mendyk, Jagiellonian University, Poland
4:15pm - 4:30pm	Break
4:30pm - 5:30pm	Hands on: ANNs	Dr Aleksander Mendyk, Jagiellonian University, Poland
7pm	Group dinner

Time	Activity	Speaker
9am - 9:10am	Welcome and introduction
9:10am - 10am	From batch to continuous manufacturing: A paradigm shift in pharmaceutical production	Professor Peter Kleinebudde, Heinrich-Heine University, Germany
10am - 10:45am	Fuzzy logic and rules based systems	Dr Aleksander Mendyk, Jagiellonian University, Poland
10:45am - 11:15am	Break
11:15am - 12:15pm	Hands on: Fuzzy logic and rules based systems	Dr Aleksander Mendyk, Jagiellonian University, Poland
12:15pm - 1:15pm	Lunch
1:15pm - 2:45pm	Flexible neural trees	Professor Ajith Abraham, MIR Labs, Czech Republic
2:45pm - 3:15pm	Break
3:15pm - 4:30pm	Hands on: Flexible neural trees	Professor Ajith Abraham, MIR Labs, Czech Republic
6pm	Visit and dinner in the Museum of Pharmacy

Time	Activity	Speaker
9am - 9:10am	Welcome and introduction
9:10am - 10am	Pharmaceutical research and development: Technical process development approach and mindset	Professor Karen Hapgood, Monash University, Australia
10am - 10:45am	DOE, PAT and QbD - great trinity for pharmaceutical industry	Dr Krzysztof Woyna-Orlewicz, Jagiellonian University / F1 Pharma, Poland
10:45am - 11:15am	Break
11:15am - 12:15pm	Feature selection with empirical models - lecture and short hands on	Jakub Szlęk and Dr Aleksander Mendyk, Jagiellonian University, Poland
12:15pm - 1:15pm	Lunch
1:15pm - 2pm	Hands on: Optimisation approaches with R	Jakub Szlęk and Dr Aleksander Mendyk, Jagiellonian University, Poland
2pm - 2:45pm	Summary and discussion
7pm	Group dinner

Registration

Non-IPROCOM members are welcome to attend ATC3. Please . For the payment details, please contact Dr. Ling Zhang.

The registration fee for external participant are as follows:

Student: €150

Academia: €250

Industry: €500

For IPROCOM members, please .

Accommodation

Travel information

The nearest airport is Krakow airport.

By bus: Line 292. leave at stop Grottgera or Plac Inwalidów. Walk towards Main Market (10 min.)

By taxi: It is better to pre-order a taxi via phone:

Mega Taxi

196-25, 12 400 00 00

Barbakan

196-61

Useful links:

- Tickets are valid both for buses and trams. Usually you should buy blue tickets for 3.80 PLN as this allow to unlimited time travel in the single car or 40 minutes of travel when switching cars.

For travel from/to the airport you have to buy green tickets for 4.00. .

Visitor information

Find out how to get to the University, make your way around campus and see what you can do when you get here.

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