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Ilzers Apollon Mission!
Jeden Dienstag neu | € 1,90 Nr. 32 | 6. August 2019 FOTOS: GEPA PICTURES 50 Wien 15 SEITEN PREMIER LEAGUE Manchester City will den Hattrick! ab Seite 21 AUSTRIA WIEN: VÖLLIG PUNKTELOS IN DEN EUROPACUP MARCEL KOLLER VS. LASK Aufwind nach dem Machtkampf Seite 6 Ilzers Apollon TOTO RUNDE 32A+32B Garantie 13er mit 100.000 Euro! Mission! Seite 8 Österreichische Post AG WZ 02Z030837 W – Sportzeitung Verlags-GmbH, Linke Wienzeile 40/2/22, 1060 Wien Retouren an PF 100, 13 Die Premier League live & exklusiv Der Auftakt mit Jürgen Klopps Liverpool vs. Norwich Ab Freitag 20 Uhr live bei Sky PR_AZ_Coverbalken_Sportzeitung_168x31_2018_V02.indd 1 05.08.19 10:52 Gratis: Exklusiv und Montag: © Shutterstock gratis nur für Abonnenten! EPAPER AB SOFORT IST MONTAG Dienstag: DIENSTAG! ZEITUNG DIE SPORTZEITUNG SCHON MONTAGS ALS EPAPER ONLINE LESEN. AM DIENSTAG IM POSTKASTEN. NEU: ePaper Exklusiv und gratis nur für Abonnenten! ARCHIV Jetzt Vorteilsabo bestellen! ARCHIV aller bisherigen Holen Sie sich das 1-Jahres-Abo Print und ePaper zum Preis von € 74,90 (EU-Ausland € 129,90) Ausgaben (ab 1/2018) zum und Sie können kostenlos 52 x TOTO tippen. Lesen und zum kostenlosen [email protected] | +43 2732 82000 Download als PDF. 1 Jahr SPORTZEITUNG Print und ePaper zum Preis von € 74,90. Das Abonnement kann bis zu sechs Wochen vor Ablauf der Bezugsfrist schriftlich gekündigt werden, ansonsten verlängert sich das Abo um ein weiteres Jahr zum jeweiligen Tarif. Preise inklusive Umsatzsteuer und Versand. Zusendung des Zusatzartikels etwa zwei Wochen nach Zahlungseingang bzw. ab Verfügbarkeit. Solange der Vorrat reicht. Shutterstock epaper.sportzeitung.at Montag: EPAPER Jeden Dienstag neu | € 1,90 Nr. -
Using Deep Learning to Value Defensive Actions In
What Happened Next? Using Deep Learning to Value Defensive Actions in Football Event-Data Charbel Merhej Ryan J Beal University of Southampton University of Southampton Southampton, United Kingdom Southampton, United Kingdom [email protected] [email protected] Tim Matthews Sarvapali Ramchurn Sentient Sports University of Southampton Southampton, United Kingdom Southampton, United Kingdom [email protected] [email protected] ABSTRACT 1 INTRODUCTION Objectively quantifying the value of player actions in football (soc- Valuing the actions of humans and agents in the real-world is a cer) is a challenging problem. To date, studies in football analytics problem in many industries. By assigning values to actions com- have mainly focused on the attacking side of the game, while there mitted, we can help evaluate the performance of agents and aid the has been less work on event-driven metrics for valuing defensive learning and improvement of future actions. To date, examples of actions (e.g., tackles and interceptions). Therefore in this paper, work that explore methods for valuing actions are shown in indus- we use deep learning techniques to define a novel metric that val- trial optimisation [18], agent negotiation [14] and sports analytics ues such defensive actions by studying the threat of passages of [6, 23]. Although all these papers aim to assign value to what a play that preceded them. By doing so, we are able to value defen- human or agent has helped happen, there are many domains in the sive actions based on what they prevented from happening in the real-world where some humans/agents are tasked with prevent- game. -
Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance
Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance Master’s thesis in Computer science and engineering ADRIAN LINDBERG DAVID SÖDERBERG Department of Computer Science and Engineering CHALMERS UNIVERSITY OF TECHNOLOGY UNIVERSITY OF GOTHENBURG Gothenburg, Sweden 2020 Master’s thesis 2020 Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance ADRIAN LINDBERG DAVID SÖDERBERG Department of Computer Science and Engineering Chalmers University of Technology University of Gothenburg Gothenburg, Sweden 2020 Comparison of Machine Learning Approaches Applied to Predicting Football Play- ers Performance ADRIAN LINDBERG DAVID SÖDERBERG © ADRIAN LINDBERG, DAVID SÖDERBERG, 2020. Supervisor: Carl Seger, Research Professor, Functional Programming division, Com- puter Science and Engineering. Supervisor: Yinan Yu, Postdoc, Functional Programming division, Department of Computer Science and Engineering. Examiner: Andreas Abel, Senior Lecturer, Logic and Types division, Department of of Computer Science and Engineering. Master’s Thesis 2020 Department of Computer Science and Engineering Chalmers University of Technology and University of Gothenburg SE-412 96 Gothenburg Telephone +46 31 772 1000 Typeset in LATEX Gothenburg, Sweden 2020 iv Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance ADRIAN LINDBERG DAVID SÖDERBERG Department of Computer Science and Engineering Chalmers University of Technology Abstract This thesis investigates three machine learning approaches: Support Vector Machine (SVM), Multi-Layer Perceptron (MLP) and Long Short-Term Memory (LSTM) on predicting the performance of an upcoming match for a football player in the English Premier League. Each approach is applied to two problems: regression and classifi- cation. The last four seasons of English Premier League is collected and analyzed. Each approach and problem is tested several times with different hyperparameters in order to find the best performance. -
Soccerex Transfer Review 2016
! Soccerex Transfer Review Summer 2016 Premier League Clubs Count Cost of Unsuccessful Signings Manchester United, Liverpool and Tottenham Hotspur are the biggest culprits when it comes to over-spending on players, according to the Soccerex Transfer Review by Prime Time Sport. Memphis Depay, Christian Benteke and Son Heung Min represented the most unsuccessful signings from last season, based on league minutes played and the transfer fee paid. Depay joined Manchester United for "34m from PSV Eindhoven in May 2015 but has struggled to hold down a first-team place at Old Trafford and has only managed two league goals in 30 appearances. Belgium striker Benteke endured a frustrating single season at Anfield as he only managed nine league goals before being shipped out to Crystal Palace, while Son Heung Min has not featured regularly enough at White Hart Lane to justify his "30m transfer fee. Manchester United lead the way in terms of over-spending on players over the last four years, with the "75m signing of Angel Di Maria from Real Madrid in 2014 rated the biggest disappointment according to a lack of league minutes played. The fleet-footed Argentina winger was never an integral part of Louis Van Gaal’s reign at Old Trafford and was eventually shipped out to Paris Saint Germain after a single season at the Theatre of Dreams. Marouane Fellaini is the other Manchester United player to make the list, despite the Belgium international being part of Jose Mourinho’s encouraging start in the Old Trafford hot seat. In addition to Benteke, Liverpool also have Lazar Markovic and Mario Balotelli in the top ten and all three have since departed the club either on loan or via a permanent transfer. -
2019-20 2020 Panini Select UEFA Euro Hobby Soccer Checklist
2019-20 Select UEFA Euro Soccer Checklist Hobby Green = Autographs and Relics; 21 Countries (all have hits except Finland) Player Set Card # Country Print Run David Alaba Auto - Select Signatures 20 Austria David Alaba Auto - Select Signatures Parallels 20 Austria 135 Marc Janko Auto - Historical Significance 7 Austria Marc Janko Auto - Historical Significance Parallels 7 Austria 135 Marko Arnautovic Relic - Select Stars 7 Austria Marko Arnautovic Relic - Select Stars Parallels 7 Austria 101 Marko Arnautovic Relic - Triumph 10 Austria Marko Arnautovic Relic - Triumph Parallels 10 Austria 101 Aleksandar Dragovic Base Set - Terrace 95 Austria Cican Stankovic Base Set - Field Level 257 Austria David Alaba Base Set - Mezzanine 101 Austria David Alaba Base Set - Mezzanine Color Variation 101 Austria David Alaba Insert - Top of the Class 20 Austria Florian Grillitsch Base Set - Field Level 177 Austria Julian Baumgartlinger Base Set - Terrace 97 Austria Marcel Sabitzer Base Set - Terrace 98 Austria Marcel Sabitzer Insert - Equalizers 1 Austria Marcel Sabitzer Insert - Visionary 21 Austria Marko Arnautovic Base Set - Terrace 100 Austria Martin Hinteregger Base Set - Terrace 96 Austria Michael Gregoritsch Base Set - Field Level 217 Austria None Insert - Squads Team Logo 1 Austria None Insert - Team Crests 1 Austria Stefan Ilsanker Base Set - Terrace 99 Austria Stefan Lainer Base Set - Field Level 237 Austria Stefan Posch Base Set - Field Level 197 Austria Valentino Lazaro Base Set - Terrace 94 Austria Valentino Lazaro Insert - Visionary 22 Austria -
Michy Batshuayi Dents Toffees European Push with Late Leveller
WEDNESDAY-APRIL 07, 2021 Sport 05 North Korea, citing the pandemic, Michy Batshuayi dents will skip the Tokyo Olympics Toffees European push North Korea said on Tuesday It is the first Summer Olym- tions of a rare opportunity to es- Kim Jong-un, grabbed global at- that it had decided not to partici- pics that the North has missed tablish official contact with the tention when she became the first pate in the Tokyo Olympic Games since 1988, when they were held isolated country. Officials in the member of the Kim family to cross this summer because of the coro- in Seoul, the capital of rival South South had hoped that the Olym- the border into South Korea to with late leveller navirus pandemic. Korea. pics — to be held from July 23 to attend the opening ceremony. The North’s national Olym- North Korea, which has a de- Aug. 8 — might provide a venue Mr. Kim used the North’s pic Committee decided at a March crepit public health system, has for senior delegates from both participation in the Pyeongchang 25 meeting that its delegation taken stringent measures against Koreas to discuss issues beyond Olympics as a signal to start di- would skip the Olympics “in or- the virus since early last year, in- sports. plomacy after a series of nuclear der to protect our athletes from cluding shutting its borders. The The 2018 Winter Olympics, and long-range missile tests. In- the global health crisis caused by country officially maintains that held in the South Korean city of ter-Korean dialogue soon fol- the malicious virus infection,” ac- it has no virus cases, but outside Pyeongchang, offered similar hope lowed, leading to three summit cording to Sports in the Demo- health experts are skeptical. -
2019 Panini Prizm Soccer Checklist
19/20 Panini Prizm English Premier League Soccer Checklist 20 Teams with Cards; 15 with Autographs Player Set Card # Team Lewis Cook Auto - Signatures 21 AFC Bournemouth Adam Smith Base 138 AFC Bournemouth Artur Boruc Base 136 AFC Bournemouth Callum Wilson Base 147 AFC Bournemouth Dan Gosling Base 144 AFC Bournemouth David Brooks Base 141 AFC Bournemouth Diego Rico Base 140 AFC Bournemouth Dominic Solanke Base 149 AFC Bournemouth Jefferson Lerma Base 142 AFC Bournemouth Jordon Ibe Base 145 AFC Bournemouth Joshua King Base 148 AFC Bournemouth Lewis Cook Base 146 AFC Bournemouth Nathan Ake Base 139 AFC Bournemouth Ryan Fraser Base 143 AFC Bournemouth Steve Cook Base 137 AFC Bournemouth Callum Wilson Insert - Color Blast 25 AFC Bournemouth Callum Wilson Insert - Kaboom 1 AFC Bournemouth David Brooks Insert - Emergent 17 AFC Bournemouth Joshua King Insert - Scorers Club 3 AFC Bournemouth Nathan Ake Insert - Fireworks 7 AFC Bournemouth Ryan Fraser Insert - Color Blast 23 AFC Bournemouth Steve Cook Insert - Brilliance 27 AFC Bournemouth Steve Cook Insert - Fundamentals 1 AFC Bournemouth Team Logos Insert - Team Logos 11 AFC Bournemouth Vitality Stadium Insert - Stadiums 16 AFC Bournemouth Groupbreakchecklists.com 2019 Prizm Soccer Checklist Diego Rico Base 140 AFC Bournemouth David Seaman Auto - Flashback 5 Arsenal Dennis Bergkamp Auto - Club Legends Signatures 3 Arsenal Dennis Bergkamp Auto - Dual Player Signatures 3 Arsenal Freddie Ljungberg Auto - Club Legends Signatures 6 Arsenal Robert Pires Auto - Flashback 9 Arsenal Robin van Persie -
TALK of the TOWN LUTON TOWN V ASTON VILLA WEDNESDAY 10Th AUGUST 2016 | KICK OFF 7.45Pm OFFICIAL MATCHDAY PROGRAMME | ISSUE 1 | PRICE £3
TALK OF THE TOWN LUTON TOWN v ASTON VILLA WEDNESDAY 10th AUGUST 2016 | KICK OFF 7.45pm OFFICIAL MATCHDAY PROGRAMME | ISSUE 1 | PRICE £3 [TOWN v ASTON VILLA | WEDNESDAY 10th AUGUST 2016] 1 Tivoli from Tivoli XLV from £12,950* £18,250* [WELCOME TO LUTON TOWN v ASTON VILLA] LUTON TOWN FOOTBALL CLUB 2020 LTD Kenilworth Road Stadium, 1 Maple Road, Luton, Bedfordshire LU4 8AW Switchboard: 01582 411622 Ticket office: 01582 416976 [email protected] | www.lutontown.co.uk WELCOME CLUB OFFICIALS CHAIRMAN: Nick Owen VICE CHAIRMAN: David Wilkinson TO KENILWORTH ROAD CHIEF EXECUTIVE: Gary Sweet DIRECTORS: Paul Ballantyne, Bob Curson, Turismo from Korando from Mike Herrick. ASSOCIATE DIRECTORS: Stephen Browne, £18,995* £15,995* Mick Pattinson FROM THE BOARDROOM FINANCE DIRECTOR: Simon Gibb 4 VICE PRESIDENTS: Richard Banks, Doug Knight, Cliff Bassett, Jack Sapsworth, Rob 6 Stringer, John Buttle (Honorary), Gary Chamberlain, Ian Gazeley FIRST TEAM MANAGER: Nathan Jones ASSISTANT MANAGER: Paul Hart FIRST-TEAM COACH: Joaquin Gomez GOALKEEPER COACH: Kevin Dearden HEAD OF SPORTS SCIENCE: Jared Roberts-Smith NATHAN JONES PERFORMANCE ANALYST: Peter Booker The boss welcomes Aston Villa and CHIEF RECRUITMENT OFFICER: Mick Harford PHYSIOTHERAPIST: Simon Parsell reflects on the win at Plymouth With chief executive Gary Sweet KIT MAN/MASSEUR: Darren Cook ACADEMY & DEVELOPMENT MANAGER: Rexton from Korando Sports from Andy Awford 18 30 * YOUTH TEAM MANAGER: Paul Driver £22,995 £14,495 HEAD OF YOUTH OPERATIONS: Dan Walder ex. VAT SENIOR OPERATIONS MANAGER: Kevan -
Uefa Champions League
UEFA CHAMPIONS LEAGUE - 2017/18 SEASON MATCH PRESS KITS Stamford Bridge - London Wednesday 18 October 2017 20.45CET (19.45 local time) Chelsea FC Group C - Matchday 3 AS Roma Last updated 16/10/2017 15:13CET UEFA CHAMPIONS LEAGUE OFFICIAL SPONSORS Previous meetings 2 Match background 6 Squad list 9 Head coach 12 Match officials 13 Fixtures and results 16 Match-by-match lineups 20 Competition facts 22 Team facts 24 Legend 26 1 Chelsea FC - AS Roma Wednesday 18 October 2017 - 20.45CET (19.45 local time) Match press kit Stamford Bridge, London Previous meetings Head to Head UEFA Champions League Date Stage Match Result Venue Goalscorers Panucci 34, Vučinić 04/11/2008 GS AS Roma - Chelsea FC 3-1 Rome 48, 58; Terry 75 22/10/2008 GS Chelsea FC - AS Roma 1-0 London Terry 77 Home Away Final Total Pld W D L Pld W D L Pld W D L Pld W D L GF GA Chelsea FC 1 1 0 0 1 0 0 1 0 0 0 0 2 1 0 1 2 3 AS Roma 1 1 0 0 1 0 0 1 0 0 0 0 2 1 0 1 3 2 Chelsea FC - Record versus clubs from opponents' country UEFA Champions League Date Stage Match Result Venue Goalscorers Quagliarella 38, Vidal 20/11/2012 GS Juventus - Chelsea FC 3-0 Turin 61, Giovinco 90+1 Oscar 31, 33; Vidal 19/09/2012 GS Chelsea FC - Juventus 2-2 London 38, Quagliarella 80 UEFA Champions League Date Stage Match Result Venue Goalscorers Drogba 29, Terry 47, 4-1 Lampard 75 (P), 14/03/2012 R16 Chelsea FC - SSC Napoli London agg 5-4 (aet) Ivanović 105 ET; Inler 55 Lavezzi 39, 65, 21/02/2012 R16 SSC Napoli - Chelsea FC 3-1 Naples Cavani 45+2; Juan Mata 27 UEFA Champions League Date Stage Match Result -
2020-21 Panini Impeccable Hobby Soccer Checklist
2020/21 Impeccable Premier League Soccer Card Totals 292 Players with Cards TOTAL TOTAL Auto Auto Gold Team Relic Metal Base CARDS HITS Only Relic Silver Aaron Connolly 33 33 33 Aaron Cresswell 171 0 171 Aaron Ramsdale 204 33 33 171 Aaron Wan-Bissaka 1145 1145 475 350 320 Adam Lallana 171 0 171 Adam Webster 483 483 483 Adama Traore 665 585 300 33 252 80 Ademola Lookman 346 175 175 171 Aleksandar Mitrovic 254 3 3 80 171 Alex McCarthy 253 82 82 171 Alex Telles 549 549 374 175 Alexandre Lacazette 240 160 160 80 Alexis Mac Allister 80 0 80 Alisson 136 136 26 33 77 Allan 33 33 33 Allan Saint-Maximin 204 33 33 171 Alphonse Areola 204 33 33 171 Andre Schurrle 175 175 175 Andreas Christensen 94 94 94 Andre-Frank Zambo Anguissa 204 33 33 171 Andros Townsend 109 109 33 76 Andy Robertson 47 47 47 Anthony Gordon 80 0 80 Anthony Martial 189 109 33 76 80 Antonee Robinson 204 33 33 171 Ashley Barnes 169 89 89 80 Ashley Westwood 204 33 33 171 Asmir Begovic 350 350 350 Aymeric Laporte 493 493 493 Ayoze Perez 157 77 77 80 Ben Chilwell 431 431 398 33 Ben Davies 134 134 134 Ben Mee 562 562 485 77 Ben White 171 0 171 Bernardo Silva 811 811 461 350 Bernd Leno 113 33 33 80 Billy Sharp 489 489 489 Bobby De Cordova-Reid 171 0 171 Brandon Williams 604 524 524 80 Bruno Fernandes 530 530 497 33 Bukayo Saka 320 320 287 33 Caglar Soyuncu 833 833 833 Callum Hudson-Odoi 77 77 77 Callum Robinson 204 33 33 171 GroupBreakChecklists.com 2019-20 Impeccable Premier League Soccer Card Totals TOTAL TOTAL Auto Auto Gold Team Relic Metal Base CARDS HITS Only Relic Silver Callum -
Prison Sample’ OVER 150 Prison Inmates, Prison War- Eunice Gibson Polyclinic Yesterday
Established October 1895 See inside Sunday January 3, 2021 $2 VAT Inclusive Activities limited, but AG stresses country NEW DIRECTIVE not on lockdown ATTORNEY General Dale Marshall now between 9 p.m. and 5 a.m. at which be affected by this rule and provisions Attorney General Marshall further ex- has announced a new special cur- time no one should be on the roads of are being made for entities or individu- plained that under this two-week period few directive effective January 2 to Barbados out of their residences, unless als who are affected by this curfew to it will also be important to limit the so- January 14 between the hours of 9 they fit within two exceptions.“The first apply for exemptions. “We are allowing cial activities of which Barbadians have p.m. and 5 a.m., with some excep- – if you are an employee or member of an certain entities to continue to operate. become accustomed. “We have now de- tions. essential service – doctors, security All manufacturers, gas stations, hotels, termined that no person should host or During a press conference held at Ilaro guards, security officers, firemen, nurses, villas and other rental accommodation. attend a party,a recreational or compet- Court yesterday evening, the attorney pharmacists...” There are other establishments in itive sporting event, a banquet, ball, general stated: “We are not shutting The second, he said, which was not Barbados that need to work around the dance or reception, a meeting of a frater- down the country,we are instead putting spelt out during the earlier directive, clock that don’t fit within these three nity, private or social club or civic asso- the brakes on certain activity that we was for persons who have to leave home headings and they are therefore encour- ciation or organisation. -
Soccerex Transfer Review Summer 2016
Soccerex Transfer Review Summer 2016 Premier League Clubs Count Cost of Unsuccessful Signings Manchester United, Liverpool and Tottenham Hotspur are the biggest culprits when it comes to over-spending on players, according to the Soccerex Transfer Review by Prime Time Sport. Memphis Depay, Christian Benteke and Son Heung Min represented the most unsuccessful signings from last season, based on league minutes played and the transfer fee paid. Depay joined Manchester United for €34m from PSV Eindhoven in May 2015 but has struggled to hold down a first-team place at Old Trafford and has only managed two league goals in 30 appearances. Belgium striker Benteke endured a frustrating single season at Anfield as he only managed nine league goals before being shipped out to Crystal Palace, while Son Heung Min has not featured regularly enough at White Hart Lane to justify his €30m transfer fee. Manchester United lead the way in terms of over-spending on players over the last four years, with the €75m signing of Angel Di Maria from Real Madrid in 2014 rated the biggest disappointment according to a lack of league minutes played. The fleet-footed Argentina winger was never an integral part of Louis Van Gaal’s reign at Old Trafford and was eventually shipped out to Paris Saint Germain after a single season at the Theatre of Dreams. Marouane Fellaini is the other Manchester United player to make the list, despite the Belgium international being part of Jose Mourinho’s encouraging start in the Old Trafford hot seat. In addition to Benteke, Liverpool also have Lazar Markovic and Mario Balotelli in the top ten and all three have since departed the club either on loan or via a permanent transfer.