Rain King Hami Storms to Styrian GP Pole
Total Page:16
File Type:pdf, Size:1020Kb
Load more
Recommended publications
-
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. -
Silva: Polished Diamond
CITY v BURNLEY | OFFICIAL MATCHDAY PROGRAMME | 02.01.2017 | £3.00 PROGRAMME | 02.01.2017 BURNLEY | OFFICIAL MATCHDAY SILVA: POLISHED DIAMOND 38008EYEU_UK_TA_MCFC MatDay_210x148w_Jan17_EN_P_Inc_#150.indd 1 21/12/16 8:03 pm CONTENTS 4 The Big Picture 52 Fans: Your Shout 6 Pep Guardiola 54 Fans: Supporters 8 David Silva Club 17 The Chaplain 56 Fans: Junior 19 In Memoriam Cityzens 22 Buzzword 58 Social Wrap 24 Sequences 62 Teams: EDS 28 Showcase 64 Teams: Under-18s 30 Access All Areas 68 Teams: Burnley 36 Short Stay: 74 Stats: Match Tommy Hutchison Details 40 Marc Riley 76 Stats: Roll Call 42 My Turf: 77 Stats: Table Fernando 78 Stats: Fixture List 44 Kevin Cummins 82 Teams: Squads 48 City in the and Offi cials Community Etihad Stadium, Etihad Campus, Manchester M11 3FF Telephone 0161 444 1894 | Website www.mancity.com | Facebook www.facebook.com/mcfcoffi cial | Twitter @mancity Chairman Khaldoon Al Mubarak | Chief Executive Offi cer Ferran Soriano | Board of Directors Martin Edelman, Alberto Galassi, John MacBeath, Mohamed Mazrouei, Simon Pearce | Honorary Presidents Eric Alexander, Sir Howard Bernstein, Tony Book, Raymond Donn, Ian Niven MBE, Tudor Thomas | Life President Bernard Halford Manager Pep Guardiola | Assistants Rodolfo Borrell, Manel Estiarte Club Ambassador | Mike Summerbee | Head of Football Administration Andrew Hardman Premier League/Football League (First Tier) Champions 1936/37, 1967/68, 2011/12, 2013/14 HONOURS Runners-up 1903/04, 1920/21, 1976/77, 2012/13, 2014/15 | Division One/Two (Second Tier) Champions 1898/99, 1902/03, 1909/10, 1927/28, 1946/47, 1965/66, 2001/02 Runners-up 1895/96, 1950/51, 1988/89, 1999/00 | Division Two (Third Tier) Play-Off Winners 1998/99 | European Cup-Winners’ Cup Winners 1970 | FA Cup Winners 1904, 1934, 1956, 1969, 2011 Runners-up 1926, 1933, 1955, 1981, 2013 | League Cup Winners 1970, 1976, 2014, 2016 Runners-up 1974 | FA Charity/Community Shield Winners 1937, 1968, 1972, 2012 | FA Youth Cup Winners 1986, 2008 3 THE BIG PICTURE Celebrating what proved to be the winning goal against Arsenal, scored by Raheem Sterling. -
Rain King Hamilton Storms to Styrian Grand Prix Pole Verstappen Led the Way in the Final Shootout
14 Sports Monday, July 13, 2020 Photo of the Day Dixon captures third straight IndyCar race LOS ANGELES: Scott Dixon became the first IndyCar driver since 2006 to open the season with three straight wins on Saturday by capturing the first race of a week- end doubleheader at Road America. The Kiwi took the checkered flag by beating Will Power by 2.538 seconds in the first race of the season that allowed fans to attend. “We’re in the business of winning so we’ve got to win,” Dixon said. “It’s so cool to be back at a track with fans, and there’s tons of them here today.” Alex Palou fin- ished third while Ryan Hunter-Reay and Colton Herta rounded out the top five at Elkhart Lake, Wisconsin. Dixon has won each of the three IndyCar races in the pandemic-delayed season, winning last month’s season opener in Texas and last Saturday on the Indianapolis road course. A.J. Foyt (1964) and Al Unser (1971) are the only other drivers to open an IndyCar season with at least three consecutive wins. Foyt won the first seven races of the 1964 season. Coronavirus delayed the start of the campaign from March and forced the Indianapolis 500 to be delayed until August 23. Rescheduling has also created three two-race weekends, the first at Road America — where a limited number of spectators were allowed — and the second next week in Iowa. Dixon can make it four in a row with another victory on Sunday in Elkhart Lake. -
Luka Milivojevic's
SUNDAY, DECEMBER 16, 2018 16 English Premier League Manchester City 3 1 Everton Crystal Palace 1 0 Leicester City City regain top spot Huddersfield Town 0 1 Newcastle United Tottenham Hotspur 1 0 Burnley Christian Eriksen’s late strike gives Tottenham win over Burnley Watford 3 2 Cardiff City Wolverhampton 2 0 Bournemouth • Luka Milivojevic’s English Championship magic lifts Roy Hodgson Aston Villa 2 2 Stoke City as Palace edge Leicester Blackburn Rovers 2 2 Birmingham City Raul Jiménez Bolton Wanderers 0 1 Leeds United puts• Wolves on their Hull City 2 0 Brentford way as Bournemouth Ipswich Town 1 0 Wigan Athletic struggle again Preston North End 3 2 Millwall Queens Park Rangers 2 1 Middlesbrough Salomon Rondon Rotherham United 1 1 Reading seals• precious points Swansea City 2 1 Sheffield Wednesday for Newcastle at Huddersfield Scottish Premier League Kilmarnock 3 1 Dundee AFP | London St. Johnstone 1 2 Motherwell St. Mirren 1 2 Aberdeen anchester City swept back to the top of the Italian Serie A Premier League as Ga- M Inter Milan 0 0 Udinese briel Jesus struck twice in the champions’ 3-1 win over Ever- Manchester City’s Brazilian striker Gabriel Jesus (C) scores his team’s second goal ton, while Christian Eriksen German Bundesliga kept Tottenham in the title hunt Pep Guardiola’s side had to referee Graham Scott turned FC Augsburg 1 1 FC Schalke 04 in a last-gasp 1-0 victory against wait just five minutes after the down their penalty appeal after Burnley yesterday. break to make it 2-0, when pa- Burnley’s James Tarkowski ap- Fortuna Düsseldorf 2 0 Sport-Club Freiburg Jesus hadn’t scored a Premier tient build-up found Sane on peared to foul Harry Kane. -
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. -
Oldham Athletic Competition: FA
Times Telegraph Echo Janu 5 Date: 5 January 2014 Opposition: Oldham Athletic Guardian Mirror Oldham Chronicle ary 2014 Independent Mail BBC Competition: FA Cup Stand-in Aspas takes the stage as others fluff lines Rodgers forced to ring changes to avoid repeat Oldham shock Liverpool 2 Aspas 54, Tarkowski (og) 82 There was no repeat of last season's humiliation but it told of Oldham Athletic 0 another Liverpool exertion against Oldham Athletic that Brendan Rodgers took Referee S Attwell Attendance 44,102 pride only in a competitive Anfield appearance for his son, Anton. For his own As Iago Aspas has discovered to his cost since moving to Anfield, there are few players the Liverpoolmanager reserved irritation and relief. less rewarding jobs in football than playing understudy to Luis Suarez. If it isn't the Liverpool booked a fourth-round tie at Burton or Bournemouth without the infrequent opportunities to play, it is the unflattering comparisons that have drama of last season's exit against the same opposition and in that sense it was made the first season of his Liverpool career sufficiently problematic to raise mission accomplished for Rodgers. Iago Aspas scored his first goal for the club doubts about whether he will be afforded a second. since a pounds 7.7m summer transfer from Celta Vigo and ending the game with Carrying that burden into a third-round FA Cup tie fraught with danger, Aspas 10 men caused no tremors thanks to a late own-goal from the unfortunate James spent much of a disappointing game demonstrating why he remains Suarez's Tarkowski. -
2021 STYRIAN GRAND PRIX 24 - 27 June 2021
2021 STYRIAN GRAND PRIX 24 - 27 June 2021 From The Stewards Document 47 To All Teams, All Officials Date 27 June 2021 Time 18:40 Title Timing Sheet Description Final Race Classification Enclosed STY DOC 47 - Final Race Classification.pdf Gerd Ennser Andrew Mallalieu Emanuele Pirro Walter Jobst The Stewards Doc 47 Time 18:40 FORMULA 1 BWT GROSSER PREIS DER STEIERMARK 2021 - Spielberg Race Final Classification after 71 Laps - 306.452 km NO DRIVER NAT ENTRANT LAPS TIME GAP INT KM/H FASTEST ON PTS 1 33 Max VERSTAPPEN Red Bull Racing Honda 71 1:22:18.925 223.373 1:08.017 68 25 2 44 Lewis HAMILTON Mercedes-AMG Petronas F1 Team 71 1:22:54.668 35.743 35.743 221.769 1:07.058 71 19 3 77 Valtteri BOTTAS Mercedes-AMG Petronas F1 Team 71 1:23:05.832 46.907 11.164 221.272 1:08.619 43 15 4 11 Sergio PEREZ Red Bull Racing Honda 71 1:23:06.359 47.434 0.527 221.249 1:07.894 57 12 5 4 Lando NORRIS McLaren F1 Team 70 1:22:24.281 1 LAP 1 LAP 219.987 1:08.903 65 10 6 55 Carlos SAINZ Scuderia Ferrari 70 1:22:31.243 1 LAP 6.962 219.678 1:08.609 64 8 7 16 Charles LECLERC Scuderia Ferrari 70 1:22:43.757 1 LAP 12.514 219.124 1:08.738 64 6 8 18 Lance STROLL Aston Martin Cognizant F1 Team 70 1:22:59.121 1 LAP 15.364 218.448 1:09.787 32 4 9 14 Fernando ALONSO Alpine F1 Team 70 1:23:00.099 1 LAP 0.978 218.405 1:09.749 61 2 10 22 Yuki TSUNODA Scuderia AlphaTauri Honda 70 1:23:00.774 1 LAP 0.675 218.376 1:09.650 41 1 11 7 Kimi RAIKKONEN Alfa Romeo Racing ORLEN 70 1:23:03.208 1 LAP 2.434 218.269 1:09.128 57 12 5 Sebastian VETTEL Aston Martin Cognizant F1 Team 70 1:23:08.210 -
02.12.2020 Media Kit Sakhirgp
CONTENTS PART 1 GENERAL INFORMATION Foreword by Salman bin Isa Al Khalifa, Chief Executive 4 Timetable 4-8 Circuit Map 9 Bahrain International Circuit – Specifications 10-11 Bahrain International Circuit – Additional Information 12-13 Bahrain International Circuit – A-Z 14-16 PART 2 MEDIA SERVICES Responsibilities: Organisation & Racetrack 17 Responsibilities: FIA & Accreditation, Media Centre 18-21 Press Conferences 22 PART 3 2020 FIA FORMULA 1 WORLD CHAMPIONSHIP™ Calendar 23 Driver Entry List 24 Drivers at a Glance 25 Teams at a Glance 26 2020 Circuit Characteristics: Grand Prix Characteristics: Austrian Grand Prix 27-28 Grand Prix Characteristics: Styrian Grand Prix 29-30 Grand Prix Characteristics: Hungarian Grand Prix 31-32 Grand Prix Characteristics: British Grand Prix 33-34 Grand Prix Characteristics: 70th Anniversary Grand Prix 35-36 Grand Prix Characteristics: Spanish Grand Prix 37-38 Grand Prix Characteristics: Belgian Grand Prix 39-40 Grand Prix Characteristics: Italian Grand Prix 41-42 Grand Prix Characteristics: Toscany Grand Prix 43-44 Grand Prix Characteristics: Russian Grand Prix 45-46 Grand Prix Characteristics: German Grand Prix 47-48 Grand Prix Characteristics: Portuguese Grand Prix 49-50 Grand Prix Characteristics: Emilia Romagna Grand Prix 51-52 Grand Prix Characteristics: Turkish Grand Prix 53-54 Grand Prix Characteristics: Bahrain Grand Prix 55-56 Grand Prix Characteristics: Sakhir Grand Prix 57 Grand Prix Characteristics : Abu Dhabi Grand Prix 58 2 CONTENTS CONT… PART 4 TEAMS & DRIVERS Mercedes AMG Petronas Motorsport -
NBA | Page 3 England Coaches Intent Confirm on Using ‘Power WI Test Series and Platform to in July Affect Change’
CRICKET | Page 2 NBA | Page 3 England Coaches intent confirm on using ‘power WI Test series and platform to in July affect change’ Wednesday, June 3, 2020 FOOTBALL Shawwal 11, 1441 AH FIFA adds voice to GULF TIMES protests over Floyd’s death SPORT Page 4 MOTORSPORT F1 unveils 8-race schedule Spielberg, Silverstone to in Europe from July 5 host two races each AFP Paris REVISED CALENDAR July 3-5: Austrian Grand Prix he curtailed Formula One sea- (Spielberg) son will start with two races July 10-12: Styrian Grand Prix behind closed doors in Austria (Spielberg) on July 5 and July 12 followed July 17-19: Hungarian Grand Prix T (Budapest) by six other grands prix in Europe, the organisers said yesterday. July 31-August 2: British Grand Prix Formula One said it hoped to have (Silverstone) between 15 and 18 races in total, with the August 7-9: 70th Anniversary Grand season being completed in December. Prix (Silverstone) The F1 season was thrown into chaos August 14-16: Spanish Grand Prix with the cancellation of the traditional (Barcelona) curtain-raising Australian Grand Prix August 28-30: Belgian Grand Prix in March only hours before practice was (Spa-Francorchamps) due to begin as the coronavirus pan- September 4-6: Italian Grand Prix demic spread across the world. (Monza) Last week, the Austrian govern- ment sanctioned the season-opening Grands Prix will take place on their double-header at the Spielberg circuit original dates of August 30 and Sep- after F1 organisers “presented a com- tember 6, completing the European plete and professional plan” to combat part of the season. -
Hamilton Calls for Better Anti-Racism Focus and Unity in F1
TUESDAY, JULY 14, 2020 14 Hamilton calls for better anti-racism focus and unity in F1 AFP | Spielberg ewis Hamilton has called on Formula One and his Lfellow drivers to stay fo- cused on the sport’s anti-racism stance and present a less chaot- ic image before next Sunday’s Hungarian Grand Prix. The six-time world champion said after winning Sunday’s Sty- rian Grand Prix that a number of drivers wanted to stop the pre- race anti-racism gestures and that he feels some teams are not doing enough to show solidarity with the movement. “The drivers spoke after the drivers’ briefing this weekend about what we intended to do Mercedes’ British driver Lewis Hamilton steers his car during the Styrian GP and some were asking ‘Why do we have to continue to do this?’,” “I’ve made it clear I’m not sup- he said. “Some felt like once was porting the political side, I’m enough last week. supporting the human rights “I just had to encourage them I just had to encourage side,” he said. “I’ve said ‘Guys, that racism is here, going to be them that racism is I’m going to do it. There were here and probably be here longer here, going to be here some that said ‘Well, I already than our time here… and peo- and probably be here did it last week… I’m not doing ple of colour, who are subject to it again’. racism, don’t have time to take a longer than our time “And there were some that moment to protest and that be it. -
FIA Formula 1 World Championship Prediction Challenge! 2020
FIA Formula 1 World Championship Prediction Challenge! 2020 � Abu Dhabi Grand Prix Round 17 Drivers' Championship Places Finish Fastest Lap Place Car Driver Constructor Grid Finish Rank Place Rank Total Points Gained Points Point Points 33 VER Max Verstappen Red Bull Racing-Honda 1 77 BOT Valtteri Bottas Mercedes 2 44 HAM Lewis Hamilton Mercedes 3 4 NOR Lando Norris McLaren-Renault 4 23 ALB Alexander Albon Red Bull Racing-Honda 5 55 SAI Carlos Sainz Jr. McLaren-Renault 6 26 KVY Daniil Kvyat AlphaTauri-Honda 7 18 STR Lance Stroll Racing Point-BWT Mercedes 8 10 GAS Pierre Gasly AlphaTauri-Honda 9 31 OCO Esteban Ocon Renault 10 3 RIC Daniel Ricciardo Renault 11 16 LEC Charles Leclerc Ferrari 12 5 VET Sebastian Vettel Ferrari 13 99 GIO Antonio Giovinazzi Alfa Romeo Racing-Ferrari 14 7 RAI Kimi Räikkönen Alfa Romeo Racing-Ferrari 15 63 RUS George Russell Williams-Mercedes 16 51 FIT Pietro Fittipaldi Haas-Ferrari 17 6 LAT Nicholas Latifi Williams-Mercedes 18 11 PER Sergio Pérez Racing Point-BWT Mercedes 19 20 MAG Kevin Magnussen Haas-Ferrari 20 0 0 0 0 Maximum Possible Score: 0 Minimum Possible Score: 0 Predictions and Results Michael John Danielle Wes Drivers Ian Aaron John Lo Total Points Poplawski Cavelti Bourgeois Zetaruk VER BOT VER VER BOT VER BOT Row 1 BOT HAM NOR HAM HAM HAM HAM NOR Row 2 NOR ALB ALB SAI SAI SAI SAI SAI Row 3 SAI KVY STR STR KVY STR STR KVY Row 4 STR GAS OCO OCO GAS OCO OCO GAS Row 5 OCO RIC LEC LEC LEC RIC RIC LEC Row 6 LEC VET VET VET VET VET GIO GIO Row 7 GIO RAI RUS RAI RAI RAI RUS RUS Row 8 RUS FIT LAT LAT FIT -
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