Signal processing is an enabling technology that encompasses the fundamental theory, applications, algorithms, and implementations of processing or transferring information contained in many different physical, symbolic, or abstract formats broadly designated as signals. It uses mathematical, statistical, computational, heuristic, and linguistic representations, formalisms, and techniques for representation, modelling, analysis, synthesis, discovery, recovery, sensing, acquisition, extraction, learning, security, or forensics.
History
According to Alan V. Oppenheim and Ronald W. Schafer, the principles of signal processing can be found in the classical numerical analysis techniques of the 17th century. Oppenheim and Schafer further state that the "digitalization" or digital refinement of these techniques can be found in the digital control systems of the 1940s and 1950s.
Big Ten Conference, an American college sports conference which uses the singular word "B1G" (the numeral "1" replacing the letter "I") within their logo
Big is the fourth studio album by American singer and songwriter Macy Gray, released on March 21, 2007 by Geffen Records. It is Gray's first studio album in four years. The album debuted at number 39 on the US Billboard 200, selling 23,000 copies in its first week.
Three singles were released from the album: "Finally Made Me Happy" (a collaboration with Natalie Cole), "Shoo Be Doo", and "What I Gotta Do". The latter was included on the Shrek the Third soundtrack. Music from this album was also featured in the I Love New York season one reunion. The album's cover art was widely illustrated on iPhone ads and featured on the first boxes of the iPod Touch.
Big Two (also known as Deuces and other names, see below; Mandarin: 大老二; pinyin: dà lǎo èr; Cantonese: 鋤大D; jyutping: co4 daai6 di2) is a card game similar to the game of Asshole, Crazy Eights, Bullshit, Winner, and other shedding games. It is sometimes called "Chinese poker" because of its Chinese origin and its use of poker hands, though there is actually a different game by that name of an entirely different nature. In Malta it is often referred to as Giappuniza or Ciniza due to its Asian origin.
Description
This card game has many names, including Big Deuce, Big Two, Top Dog, "The Hannah Game" (used in Canada), Da Lao Er (Mandarin Chinese), Sho Tai Ti, Chor Dai Di, Dai Di (Cantonese), Cap Sa (Hokkien, used in Indonesia), and Pusoy Dos ( Chikicha or Sikitcha in other dialects, a Philippine variant of the game). A common mistake is to confuse this game with Tien Len or Thirteen or 13 because these two games are actually different in the sense that Big Two involves poker hands but Tien Len does not.
Signal is a 2009 children's science fiction novel by Cynthia DeFelice. The book was a Junior Library Guild selection for 2009. The novel is about a boy who is bored with his new life in upstate New York and discovers a girl who claims to be from another planet, who has been kidnapped by an abusive couple, and attempts to make a signal to contact her home planet.
A mysterious walkie talkie allows a rookie detective in the 1980s to communicate with a jaded cold case profiler in 2016; with the power of fore and hindsight the two not only solve crimes but prevent them from ever taking place. However a long standing murder case is closer to home than either realises.
"Signal 30" is the fifth episode of the fifth season of the American television drama series Mad Men and the 57th episode of the series overall. It was written by series creator and executive producer Matthew Weiner and writer Frank Pierson, and directed by main cast member John Slattery. It originally aired on the AMC channel in the United States on April 15, 2012.
The episode takes place between July 1966 and August 1966, with references to the 1966 World Cup Final, the Charles Whitman shooting rampage, and the crash of Braniff Flight 250. Business and pleasure converge on each other at both a dinner party thrown by the Campbells and a misguided whorehouse visit intended to woo a client. Pete discovers that Ken is writing science fiction under a pseudonym, which angers Roger Sterling. Pete's emasculation continues after a routine office meeting ends in fisticuffs.
The episode's title is derived from the infamous 1959 driving safety film of the same name, which Pete Campbell is required to watch as part of his driver's education class. The film, shown widely to high school students across the country during the 1960s, was produced by the Ohio State Highway Patrol and takes its name from the radio code used by that agency for a fatal traffic accident.
Innovation of systems based in signal processing and big data for TIC
El Futuro de las TIC 2015
published: 07 Jun 2015
Big Data for Signal Processing: Panel Discussion | Big Data Analytics Conference 2015
"Dr Tuncer Aysal, Prof Adrian Hilton, Prof Krikor Ozanyan and Prof Patrick Wolfe discuss the application of big data analytics to signal processing at the Cancer Research UK-Winton Big Data Analytics Conference 2015
Subscribe to Cancer Research UK: youtube.com/user/cancerresearchuk
Facebook: facebook.com/cancerresearchuk
Twitter: twitter.com/CR_UK
Find out more about Winton here: https://www.wintoncapital.com/
Find out more about the Cancer Research UK-Winton Big Data Analytics Conference Series at www.bigdataconference.co.uk.
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published: 29 Sep 2015
Solving the Big Data Dilemma
Big data is being collected from every corner of our digital world at an unprecedented rate. Effectively using it to inform decision making is impossible unless analysts can fill the missing holes and mine the most relevant pieces. Michigan engineers are developing more robust algorithms and new-school statistical models that will help realize the true potential of a big data driven future.
Science, healthcare, economics, infrastructure and government could be completely changed by effectively using big data. Currently, these fields have the ability to collect vasts amounts of data, but they simply can’t use it to its full potential. Assistant Professor Laura Balzano lives and breathes data. She partners with a variety of campus research teams who need help developing data collection str...
published: 14 Aug 2014
Second phase - Counting people with RGB+D
published: 23 Sep 2016
Big Visual Data Processing | Prof Adrian Hilton | Big Data Analytics Conference 2015
"Prof Adrian Hilton, Director of the Centre for Vision, Speech & Signal Processing at the University of Surrey, discusses the application of big data analytics to visual data processing for entertainment production at the Cancer Research UK/Winton Big Data Analytics Conference 2015.
Subscribe to Cancer Research UK: youtube.com/user/cancerresearchuk
Facebook: facebook.com/cancerresearchuk
Twitter: twitter.com/CR_UK
Find out more about Winton at: https://www.wintoncapital.com/
Find out more about the Cancer Research UK-Winton Big Data Analytics Conference Series at www.bigdataconference.co.uk.
Follow Cancer Research UK:
Facebook: http://po.st/CRUKFByt
Twitter: http://po.st/CRUKTWyt
Instagram: http://po.st/CRUKIGyt
Google+: http://po.st/CRUKGPyt
published: 09 Oct 2015
Daniele Barchiesi: Quantifying mobility using Flickr data
This talk was recorded at Europe's first Computational Social Science conference at the University of Warwick in June 2014, hosted by the Data Science Lab at Warwick Business School (http://www.datasciencelab.co.uk).
ABSTRACT | Flickr is one of the world’s largest photo sharing websites, with a reported 92 million users who share more than 1 million pictures per day. A growing number of users upload their pictures using smartphones or other GPS-enabled devices that automatically assign to each photo a time-stamp and a pair of geographical coordinates indicating where and when the image has been taken. The resulting geographical time series that describe people’s trajectories in time and space are a rich source of information that can be used to infer patterns of human mobility and behavio...
published: 03 Jul 2015
From Big Data to Big Knowledge
Speaker: Dr. Martin Stumpe, Google
Machine learning and big data are some of the biggest technology trends nowadays, and neural networks are experiencing their second renaissance. What is this fuzz about? Is it justified? And why does it happen now? This talk will discuss some developments in this field, and show sample applications where machines reach human level accuracy.
Martin Stumpe is an engineer at Google, focussing on Machine Learning and Computer Vision applications. Prior to joining Google, he worked at NASA Ames Research Center in Mountain View to develop signal processing algorithms for NASA’s Kepler Mission, and before that at as a researcher at Stanford University to investigate protein folding dynamics using physics-based simulations. He also developed and brought to mark...
Les nominés de la catégorie de la Meilkeure INNOVATION TIC
published: 20 May 2017
How To Off Talk Back From OPPO A16e ⚡ OPPO Mobile Se Talk Back Kaise Hataye 🔥🔥#shorts #ytshorts
How To Off Talk Back From OPPO A16e ⚡ OPPO Mobile Se Talk Back Kaise Hataye 🔥🔥#shorts #ytshorts
Hi
We Are AAO Mobile World Family
💐🌹Welcome To Our YouTube Channel
AAO Mobile World💐💐🌹
Dosto🙏 Please🙏 Channel Ko
👉 ❤️👍Like👍❤️
👉 🤞🤞Share✈️✈️
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👉Bell Button Jarur👆Press👆 Kare
👉 🙏🙏Thanks For all....🙏🙏
👉 About This Vedio - Friends Is Vedio Me Hum OPPO A16E Mobile Se TalkBack Off Karana Sikhenge
Queries Solved:
1. How To Operate OPPO Mobile In Talk Back Mode
2. How To Talk Back Off In Oppo A16
3. How To Remove Talk Back In Android Mobile
4. Oppo A16e Double Screen Off Kaise Kare
Our Some Other Playlis...
"Dr Tuncer Aysal, Prof Adrian Hilton, Prof Krikor Ozanyan and Prof Patrick Wolfe discuss the application of big data analytics to signal processing at the Cance...
"Dr Tuncer Aysal, Prof Adrian Hilton, Prof Krikor Ozanyan and Prof Patrick Wolfe discuss the application of big data analytics to signal processing at the Cancer Research UK-Winton Big Data Analytics Conference 2015
Subscribe to Cancer Research UK: youtube.com/user/cancerresearchuk
Facebook: facebook.com/cancerresearchuk
Twitter: twitter.com/CR_UK
Find out more about Winton here: https://www.wintoncapital.com/
Find out more about the Cancer Research UK-Winton Big Data Analytics Conference Series at www.bigdataconference.co.uk.
Follow Cancer Research UK:
Facebook: http://po.st/CRUKFByt
Twitter: http://po.st/CRUKTWyt
Instagram: http://po.st/CRUKIGyt
Google+: http://po.st/CRUKGPyt
"Dr Tuncer Aysal, Prof Adrian Hilton, Prof Krikor Ozanyan and Prof Patrick Wolfe discuss the application of big data analytics to signal processing at the Cancer Research UK-Winton Big Data Analytics Conference 2015
Subscribe to Cancer Research UK: youtube.com/user/cancerresearchuk
Facebook: facebook.com/cancerresearchuk
Twitter: twitter.com/CR_UK
Find out more about Winton here: https://www.wintoncapital.com/
Find out more about the Cancer Research UK-Winton Big Data Analytics Conference Series at www.bigdataconference.co.uk.
Follow Cancer Research UK:
Facebook: http://po.st/CRUKFByt
Twitter: http://po.st/CRUKTWyt
Instagram: http://po.st/CRUKIGyt
Google+: http://po.st/CRUKGPyt
Big data is being collected from every corner of our digital world at an unprecedented rate. Effectively using it to inform decision making is impossible unless...
Big data is being collected from every corner of our digital world at an unprecedented rate. Effectively using it to inform decision making is impossible unless analysts can fill the missing holes and mine the most relevant pieces. Michigan engineers are developing more robust algorithms and new-school statistical models that will help realize the true potential of a big data driven future.
Science, healthcare, economics, infrastructure and government could be completely changed by effectively using big data. Currently, these fields have the ability to collect vasts amounts of data, but they simply can’t use it to its full potential. Assistant Professor Laura Balzano lives and breathes data. She partners with a variety of campus research teams who need help developing data collection strategies and analyzing it after it’s been gathered. Her work is helping develop the resources needed to solve our global big data dilemma.
ABOUT THE PROFESSOR:
Laura Balzano (http://web.eecs.umich.edu/~girasole/) is an Assistant Professor of Electrical Engineering and Computer Science (http://www.eecs.umich.edu/) at the University of Michigan College of Engineering (http://www.engin.umich.edu/). Her research projects are in statistical signal processing and estimation, particularly dealing with large and messy data. She has worked in the areas of online algorithms, compressed sensing and matrix completion, network inference, and sensor networks. (http://web.eecs.umich.edu/~girasole/?page_id=182) Her favorite mathematical problems are motivated by fascinating and important engineering problems.
Big data is being collected from every corner of our digital world at an unprecedented rate. Effectively using it to inform decision making is impossible unless analysts can fill the missing holes and mine the most relevant pieces. Michigan engineers are developing more robust algorithms and new-school statistical models that will help realize the true potential of a big data driven future.
Science, healthcare, economics, infrastructure and government could be completely changed by effectively using big data. Currently, these fields have the ability to collect vasts amounts of data, but they simply can’t use it to its full potential. Assistant Professor Laura Balzano lives and breathes data. She partners with a variety of campus research teams who need help developing data collection strategies and analyzing it after it’s been gathered. Her work is helping develop the resources needed to solve our global big data dilemma.
ABOUT THE PROFESSOR:
Laura Balzano (http://web.eecs.umich.edu/~girasole/) is an Assistant Professor of Electrical Engineering and Computer Science (http://www.eecs.umich.edu/) at the University of Michigan College of Engineering (http://www.engin.umich.edu/). Her research projects are in statistical signal processing and estimation, particularly dealing with large and messy data. She has worked in the areas of online algorithms, compressed sensing and matrix completion, network inference, and sensor networks. (http://web.eecs.umich.edu/~girasole/?page_id=182) Her favorite mathematical problems are motivated by fascinating and important engineering problems.
"Prof Adrian Hilton, Director of the Centre for Vision, Speech & Signal Processing at the University of Surrey, discusses the application of big data analytics ...
"Prof Adrian Hilton, Director of the Centre for Vision, Speech & Signal Processing at the University of Surrey, discusses the application of big data analytics to visual data processing for entertainment production at the Cancer Research UK/Winton Big Data Analytics Conference 2015.
Subscribe to Cancer Research UK: youtube.com/user/cancerresearchuk
Facebook: facebook.com/cancerresearchuk
Twitter: twitter.com/CR_UK
Find out more about Winton at: https://www.wintoncapital.com/
Find out more about the Cancer Research UK-Winton Big Data Analytics Conference Series at www.bigdataconference.co.uk.
Follow Cancer Research UK:
Facebook: http://po.st/CRUKFByt
Twitter: http://po.st/CRUKTWyt
Instagram: http://po.st/CRUKIGyt
Google+: http://po.st/CRUKGPyt
"Prof Adrian Hilton, Director of the Centre for Vision, Speech & Signal Processing at the University of Surrey, discusses the application of big data analytics to visual data processing for entertainment production at the Cancer Research UK/Winton Big Data Analytics Conference 2015.
Subscribe to Cancer Research UK: youtube.com/user/cancerresearchuk
Facebook: facebook.com/cancerresearchuk
Twitter: twitter.com/CR_UK
Find out more about Winton at: https://www.wintoncapital.com/
Find out more about the Cancer Research UK-Winton Big Data Analytics Conference Series at www.bigdataconference.co.uk.
Follow Cancer Research UK:
Facebook: http://po.st/CRUKFByt
Twitter: http://po.st/CRUKTWyt
Instagram: http://po.st/CRUKIGyt
Google+: http://po.st/CRUKGPyt
This talk was recorded at Europe's first Computational Social Science conference at the University of Warwick in June 2014, hosted by the Data Science Lab at Wa...
This talk was recorded at Europe's first Computational Social Science conference at the University of Warwick in June 2014, hosted by the Data Science Lab at Warwick Business School (http://www.datasciencelab.co.uk).
ABSTRACT | Flickr is one of the world’s largest photo sharing websites, with a reported 92 million users who share more than 1 million pictures per day. A growing number of users upload their pictures using smartphones or other GPS-enabled devices that automatically assign to each photo a time-stamp and a pair of geographical coordinates indicating where and when the image has been taken. The resulting geographical time series that describe people’s trajectories in time and space are a rich source of information that can be used to infer patterns of human mobility and behaviour.
My current research focuses on quantifying bilateral migration patterns between countries using Flickr users’ trajectories. I will also present preliminary results aimed at investigating mobility on a smaller spatial scale: by extending work on the statistical distribution of individuals’ movements, I plan to model underlying contexts that cause the emergence of such mobility patterns.
BIOGRAPHY | Daniele Barchiesi obtained a MSc by research and a PhD from the Centre for Digital Music at Queen Mary University of London, where he has worked on research in the areas of audio engineering, machine learning, signal processing and reproducible research. He joined University College London in January 2014 as a research associate with the project “Big Data, Innovations and New Business Models”, where he is working on analysing social networks and web platforms to model and predict phenomena of social and economic interest. Dr Barchiesi is also a co-founder of Eulergy – the research matchmaker, a startup that aims to connect researchers with SMEs and corporate organisations.
This talk was recorded at Europe's first Computational Social Science conference at the University of Warwick in June 2014, hosted by the Data Science Lab at Warwick Business School (http://www.datasciencelab.co.uk).
ABSTRACT | Flickr is one of the world’s largest photo sharing websites, with a reported 92 million users who share more than 1 million pictures per day. A growing number of users upload their pictures using smartphones or other GPS-enabled devices that automatically assign to each photo a time-stamp and a pair of geographical coordinates indicating where and when the image has been taken. The resulting geographical time series that describe people’s trajectories in time and space are a rich source of information that can be used to infer patterns of human mobility and behaviour.
My current research focuses on quantifying bilateral migration patterns between countries using Flickr users’ trajectories. I will also present preliminary results aimed at investigating mobility on a smaller spatial scale: by extending work on the statistical distribution of individuals’ movements, I plan to model underlying contexts that cause the emergence of such mobility patterns.
BIOGRAPHY | Daniele Barchiesi obtained a MSc by research and a PhD from the Centre for Digital Music at Queen Mary University of London, where he has worked on research in the areas of audio engineering, machine learning, signal processing and reproducible research. He joined University College London in January 2014 as a research associate with the project “Big Data, Innovations and New Business Models”, where he is working on analysing social networks and web platforms to model and predict phenomena of social and economic interest. Dr Barchiesi is also a co-founder of Eulergy – the research matchmaker, a startup that aims to connect researchers with SMEs and corporate organisations.
Speaker: Dr. Martin Stumpe, Google
Machine learning and big data are some of the biggest technology trends nowadays, and neural networks are experiencing their...
Speaker: Dr. Martin Stumpe, Google
Machine learning and big data are some of the biggest technology trends nowadays, and neural networks are experiencing their second renaissance. What is this fuzz about? Is it justified? And why does it happen now? This talk will discuss some developments in this field, and show sample applications where machines reach human level accuracy.
Martin Stumpe is an engineer at Google, focussing on Machine Learning and Computer Vision applications. Prior to joining Google, he worked at NASA Ames Research Center in Mountain View to develop signal processing algorithms for NASA’s Kepler Mission, and before that at as a researcher at Stanford University to investigate protein folding dynamics using physics-based simulations. He also developed and brought to market a video tracking software (AnTracks) that is used in various applications such as microbiology and behavioral ecology. Martin’s background is in physics. He has studied at the Universities of Muenster and Goettingen, where he received a Dr. rer. nat. in Physics from the Max Planck Institute for Biophysical Chemistry and the University of Goettingen, Germany.
Recorded at the Big Techday 8 / http://www.bigtechday.com of TNG Technology Consulting / http://www.tngtech.com on June 12th, 2015 in Munich / Germany
Speaker: Dr. Martin Stumpe, Google
Machine learning and big data are some of the biggest technology trends nowadays, and neural networks are experiencing their second renaissance. What is this fuzz about? Is it justified? And why does it happen now? This talk will discuss some developments in this field, and show sample applications where machines reach human level accuracy.
Martin Stumpe is an engineer at Google, focussing on Machine Learning and Computer Vision applications. Prior to joining Google, he worked at NASA Ames Research Center in Mountain View to develop signal processing algorithms for NASA’s Kepler Mission, and before that at as a researcher at Stanford University to investigate protein folding dynamics using physics-based simulations. He also developed and brought to market a video tracking software (AnTracks) that is used in various applications such as microbiology and behavioral ecology. Martin’s background is in physics. He has studied at the Universities of Muenster and Goettingen, where he received a Dr. rer. nat. in Physics from the Max Planck Institute for Biophysical Chemistry and the University of Goettingen, Germany.
Recorded at the Big Techday 8 / http://www.bigtechday.com of TNG Technology Consulting / http://www.tngtech.com on June 12th, 2015 in Munich / Germany
How To Off Talk Back From OPPO A16e ⚡ OPPO Mobile Se Talk Back Kaise Hataye 🔥🔥#shorts #ytshorts
Hi
We Are AAO Mobile World Family
💐🌹Welcome To Our YouTube Cha...
How To Off Talk Back From OPPO A16e ⚡ OPPO Mobile Se Talk Back Kaise Hataye 🔥🔥#shorts #ytshorts
Hi
We Are AAO Mobile World Family
💐🌹Welcome To Our YouTube Channel
AAO Mobile World💐💐🌹
Dosto🙏 Please🙏 Channel Ko
👉 ❤️👍Like👍❤️
👉 🤞🤞Share✈️✈️
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👉 🙏🙏Thanks For all....🙏🙏
👉 About This Vedio - Friends Is Vedio Me Hum OPPO A16E Mobile Se TalkBack Off Karana Sikhenge
Queries Solved:
1. How To Operate OPPO Mobile In Talk Back Mode
2. How To Talk Back Off In Oppo A16
3. How To Remove Talk Back In Android Mobile
4. Oppo A16e Double Screen Off Kaise Kare
Our Some Other Playlist -
Compair Before Buy
https://youtube.com/playlist?list=PLMKFaIRLBF_8DAZx9nz8ZXo9pam9_UYM3
IF Experiment
https://youtube.com/playlist?list=PLMKFaIRLBF_-OaHCUOud589l_nhYl9qr_
App Review
https://youtube.com/playlist?list=PLMKFaIRLBF__dcrH-zHSHRA8rRgJ85Tne
Mobile Review
https://youtube.com/playlist?list=PLMKFaIRLBF_9jEqJfM47JcQ9VR45XHJ9V
Accessories Review
https://youtube.com/playlist?list=PLMKFaIRLBF__qVmAXsjd-QNG13sOxzIpC
Mobile Repairing
https://youtube.com/playlist?list=PLMKFaIRLBF_-bmQBeZNl-9-d-HNjkWDkH
Mobile Software
https://youtube.com/playlist?list=PLMKFaIRLBF_85ZMeiScJO9Y5wFxQeqvNp
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👉👉👉👉👉👉👉👉Instagram Links-https://instagram.com/aao_mobile_world?utm_medium=copy_link
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How To Off Talk Back From OPPO A16e ⚡ OPPO Mobile Se Talk Back Kaise Hataye 🔥🔥#shorts #ytshorts
Hi
We Are AAO Mobile World Family
💐🌹Welcome To Our YouTube Channel
AAO Mobile World💐💐🌹
Dosto🙏 Please🙏 Channel Ko
👉 ❤️👍Like👍❤️
👉 🤞🤞Share✈️✈️
👉 Comment 📝& Subscribe🤝 Kare
👉Bell Button Jarur👆Press👆 Kare
👉 🙏🙏Thanks For all....🙏🙏
👉 About This Vedio - Friends Is Vedio Me Hum OPPO A16E Mobile Se TalkBack Off Karana Sikhenge
Queries Solved:
1. How To Operate OPPO Mobile In Talk Back Mode
2. How To Talk Back Off In Oppo A16
3. How To Remove Talk Back In Android Mobile
4. Oppo A16e Double Screen Off Kaise Kare
Our Some Other Playlist -
Compair Before Buy
https://youtube.com/playlist?list=PLMKFaIRLBF_8DAZx9nz8ZXo9pam9_UYM3
IF Experiment
https://youtube.com/playlist?list=PLMKFaIRLBF_-OaHCUOud589l_nhYl9qr_
App Review
https://youtube.com/playlist?list=PLMKFaIRLBF__dcrH-zHSHRA8rRgJ85Tne
Mobile Review
https://youtube.com/playlist?list=PLMKFaIRLBF_9jEqJfM47JcQ9VR45XHJ9V
Accessories Review
https://youtube.com/playlist?list=PLMKFaIRLBF__qVmAXsjd-QNG13sOxzIpC
Mobile Repairing
https://youtube.com/playlist?list=PLMKFaIRLBF_-bmQBeZNl-9-d-HNjkWDkH
Mobile Software
https://youtube.com/playlist?list=PLMKFaIRLBF_85ZMeiScJO9Y5wFxQeqvNp
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#doubletab
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"Dr Tuncer Aysal, Prof Adrian Hilton, Prof Krikor Ozanyan and Prof Patrick Wolfe discuss the application of big data analytics to signal processing at the Cancer Research UK-Winton Big Data Analytics Conference 2015
Subscribe to Cancer Research UK: youtube.com/user/cancerresearchuk
Facebook: facebook.com/cancerresearchuk
Twitter: twitter.com/CR_UK
Find out more about Winton here: https://www.wintoncapital.com/
Find out more about the Cancer Research UK-Winton Big Data Analytics Conference Series at www.bigdataconference.co.uk.
Follow Cancer Research UK:
Facebook: http://po.st/CRUKFByt
Twitter: http://po.st/CRUKTWyt
Instagram: http://po.st/CRUKIGyt
Google+: http://po.st/CRUKGPyt
Big data is being collected from every corner of our digital world at an unprecedented rate. Effectively using it to inform decision making is impossible unless analysts can fill the missing holes and mine the most relevant pieces. Michigan engineers are developing more robust algorithms and new-school statistical models that will help realize the true potential of a big data driven future.
Science, healthcare, economics, infrastructure and government could be completely changed by effectively using big data. Currently, these fields have the ability to collect vasts amounts of data, but they simply can’t use it to its full potential. Assistant Professor Laura Balzano lives and breathes data. She partners with a variety of campus research teams who need help developing data collection strategies and analyzing it after it’s been gathered. Her work is helping develop the resources needed to solve our global big data dilemma.
ABOUT THE PROFESSOR:
Laura Balzano (http://web.eecs.umich.edu/~girasole/) is an Assistant Professor of Electrical Engineering and Computer Science (http://www.eecs.umich.edu/) at the University of Michigan College of Engineering (http://www.engin.umich.edu/). Her research projects are in statistical signal processing and estimation, particularly dealing with large and messy data. She has worked in the areas of online algorithms, compressed sensing and matrix completion, network inference, and sensor networks. (http://web.eecs.umich.edu/~girasole/?page_id=182) Her favorite mathematical problems are motivated by fascinating and important engineering problems.
"Prof Adrian Hilton, Director of the Centre for Vision, Speech & Signal Processing at the University of Surrey, discusses the application of big data analytics to visual data processing for entertainment production at the Cancer Research UK/Winton Big Data Analytics Conference 2015.
Subscribe to Cancer Research UK: youtube.com/user/cancerresearchuk
Facebook: facebook.com/cancerresearchuk
Twitter: twitter.com/CR_UK
Find out more about Winton at: https://www.wintoncapital.com/
Find out more about the Cancer Research UK-Winton Big Data Analytics Conference Series at www.bigdataconference.co.uk.
Follow Cancer Research UK:
Facebook: http://po.st/CRUKFByt
Twitter: http://po.st/CRUKTWyt
Instagram: http://po.st/CRUKIGyt
Google+: http://po.st/CRUKGPyt
This talk was recorded at Europe's first Computational Social Science conference at the University of Warwick in June 2014, hosted by the Data Science Lab at Warwick Business School (http://www.datasciencelab.co.uk).
ABSTRACT | Flickr is one of the world’s largest photo sharing websites, with a reported 92 million users who share more than 1 million pictures per day. A growing number of users upload their pictures using smartphones or other GPS-enabled devices that automatically assign to each photo a time-stamp and a pair of geographical coordinates indicating where and when the image has been taken. The resulting geographical time series that describe people’s trajectories in time and space are a rich source of information that can be used to infer patterns of human mobility and behaviour.
My current research focuses on quantifying bilateral migration patterns between countries using Flickr users’ trajectories. I will also present preliminary results aimed at investigating mobility on a smaller spatial scale: by extending work on the statistical distribution of individuals’ movements, I plan to model underlying contexts that cause the emergence of such mobility patterns.
BIOGRAPHY | Daniele Barchiesi obtained a MSc by research and a PhD from the Centre for Digital Music at Queen Mary University of London, where he has worked on research in the areas of audio engineering, machine learning, signal processing and reproducible research. He joined University College London in January 2014 as a research associate with the project “Big Data, Innovations and New Business Models”, where he is working on analysing social networks and web platforms to model and predict phenomena of social and economic interest. Dr Barchiesi is also a co-founder of Eulergy – the research matchmaker, a startup that aims to connect researchers with SMEs and corporate organisations.
Speaker: Dr. Martin Stumpe, Google
Machine learning and big data are some of the biggest technology trends nowadays, and neural networks are experiencing their second renaissance. What is this fuzz about? Is it justified? And why does it happen now? This talk will discuss some developments in this field, and show sample applications where machines reach human level accuracy.
Martin Stumpe is an engineer at Google, focussing on Machine Learning and Computer Vision applications. Prior to joining Google, he worked at NASA Ames Research Center in Mountain View to develop signal processing algorithms for NASA’s Kepler Mission, and before that at as a researcher at Stanford University to investigate protein folding dynamics using physics-based simulations. He also developed and brought to market a video tracking software (AnTracks) that is used in various applications such as microbiology and behavioral ecology. Martin’s background is in physics. He has studied at the Universities of Muenster and Goettingen, where he received a Dr. rer. nat. in Physics from the Max Planck Institute for Biophysical Chemistry and the University of Goettingen, Germany.
Recorded at the Big Techday 8 / http://www.bigtechday.com of TNG Technology Consulting / http://www.tngtech.com on June 12th, 2015 in Munich / Germany
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Signal processing is an enabling technology that encompasses the fundamental theory, applications, algorithms, and implementations of processing or transferring information contained in many different physical, symbolic, or abstract formats broadly designated as signals. It uses mathematical, statistical, computational, heuristic, and linguistic representations, formalisms, and techniques for representation, modelling, analysis, synthesis, discovery, recovery, sensing, acquisition, extraction, learning, security, or forensics.
History
According to Alan V. Oppenheim and Ronald W. Schafer, the principles of signal processing can be found in the classical numerical analysis techniques of the 17th century. Oppenheim and Schafer further state that the "digitalization" or digital refinement of these techniques can be found in the digital control systems of the 1940s and 1950s.
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