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Robinho Re-United with Scolari at Guangzhou
Sports44 FRIDAY, JULY 17, 2015 Robinho re-united with Scolari at Guangzhou BEIJING: Brazilian veteran Robinho will World Cup in Brazil, despite playing Chinese Super League title this year, join Luiz Felipe Scolari’s Guangzhou against Chile in a friendly only two and sit second in the CSL, one point Evergrande, the Chinese champions months before the team was behind leaders Beijing Guoan. Robinho announced yesterday, re-uniting the announced. He has since been recalled will line up alongside Paulinho - who pair after the ex-Real Madrid player was to the national squad by Scolari’s suc- arrived from Tottenham Hotspur-and left off Scolari’s World Cup roster. ‘Big cessor, Dunga, and scored last month in fellow compatriot and CSL record sign- Phil’ enticed the 31-year-old to China Brazil’s final Copa America match, a dis- ing Ricardo Goulart, who joined “for a contract period of six months”, a appointing quarter-final exit to Guangzhou for 15 million euros in statement on the website of the Paraguay.Robinho arrives in China from January. The free-spending side have Andrew Jennings Guangdong outfit said, after weeks of Brazilian club Santos, where he spent led a resurgence in Chinese football speculation. The statement gave no last season on loan from Italian power- since 2009, when they were demoted as Investigative mention of Robinho’s salary, but it is house AC Milan. He joined Milan five part of a wide-ranging corruption crack- likely to be a lucrative deal, following years ago from Premier League big- down. Former coach Marcello Lippi journalist who on from Scolari’s 14 million euro spenders Manchester City, following a took them to the pinacle of Asian foot- ($15.7m) capture of fellow Brazilian spell at Spanish giants Real Madrid. -
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. -
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Established 1961 Sport THURSDAY, FEBRUARY 15, 2018 Unified Korean team scores ‘Flying Tomato’ peels back years Froome blasts ‘misinformation’ in 12first goal of the Olympics 13 to win landmark snowboard gold 15 doping case on return to racing Ronaldo double as Real defeat PSG Mane hits hat-trick as Liverpool crush Porto MADRID: Real Madrid’s Portuguese forward Cristiano Ronaldo (L) kicks the ball during the UEFA Champions League round of sixteen first leg football match Real Madrid CF against Paris Saint-Germain (PSG) at the Santiago Bernabeu stadium in Madrid yesterday. — AFP MADRID: Cristiano Ronaldo scored twice hands to turn the tie around. Having looked from the right into the path of Rabiot, who yesterday to march towards the Champions ed brightly and Brazilian midfielder Otavio as Real Madrid came from behind to stun set to come away with a precious draw, the swept home unmarked. PSG had a precious League quarter-finals. Mane fired the away was denied an early goal by a last-ditch Paris Saint-Germain 3-1 in the first leg of defeat piles the pressure on coach Unai away goal, but they could not hold their side ahead in the first leg of the last-16 tackle from Lovren. But it didn’t take their heavyweight Champions League last- Emery, but for Real the outcome is an enor- lead until the break as Giovani Lo Celso clash, before Mohamed Salah’s audacious Liverpool long to grow into the game, as 16 tie yesterday. Ronaldo scored his 100th mous boost for their boss Zinedine Zidane. -
The Match Sheet
East Asian Football Championship 2005 Final Competition The Match Sheet Date 3 August 2005 Time 20:20 Venue Daejeon Stadium Daejeon World Cup Stadium Weather Cloudy Temp. 26.0 °c Humidity 90% Wind Pitch Condition Wet Match Commissioner Chang Chin Po (TPE) Ass Ref. 1 Eun Jong Bok (KOR) 4th Official Ghahremani Mohsen (IRN) Referee Kim Dong Jin (KOR) Ass Ref. 2 Al Basha Fayez (PAL) Attendance 1,827 0 1st Half 2 nd Japan 2 2 Half 0 China PR 2 2 Sub. Shots Shots Sub. Goal Name No. Pos. Pos. No. Name Goal No. Time 2nd 1st Ttl Ttl 1st 2nd TimeNo. NARAZAKI Seigo 1 GK GK 22 LI Leilei CHANO Takayuki 3 DF DF 4 ZHANG Yaokun KOMANO Yuichi 17 DF DF 13 XU Yunlong 2 2 58 10 TSUBOI Keisuke 20 DF DF 16 JI Mingyi 14 78 MURAI Shinji 25 DF DF 20 WANG Liang 2 2 1 1 2 1 MONIWA Teruyuki 29 DF DF 21 ZHANG Yonghai 1 1 1 28 65 1 1 MOTOYAMA Masashi 19 MF DF 27 SUN Xiang 1 1 1 1 KONNO Yasuyuki 26 MF MF 7 ZHAO Xuri 1 1 2 2 ABE Yuki 30 MF MF 28 LI Yan 2 2 16 65 1 1 2 MAKI Seichiro 9 FW FW 18 GAO Lin 67 6 2 1 3 1 TANAKA Tatsuya 27 FW FW 29 LI Jinyu 1 1 1 86 3 DOI Yoichi 1 GK GK 1 LI Yunfei KAWAGUCHI Yoshikatsu 23 GK GK 23 LI Jian TANAKA Makoto 2 DF DF 2 FENG Xiaoting MIYAMOTO Tsuneyasu 5 DF DF 5 LI Weifeng 25 78 SANTOS Alessandro 14 DF DF 19 JIAO Zhe KAJI Akira 21 DF MF 3 HAO Junmin 86 29 NAKAZAWA Yuji 22 DF MF 6 ZHOU Haibin 67 18 ENDO Yasuhito 4 MF MF 8 ZHENG Bin OGASAWARA Mitsuo 8 MF MF 10 CHEN Tao 2 2 58 13 FUKUNISHI Takashi 15 MF MF 11 CAO Yang 9 65 OGURO Masashi 16 FW FW 17 ZOU Jie 19 65 TAMADA Keiji 28 FW FW 25 XIE Hui Caution (C) & Sent-off (S) Head Coach Head Coach Caution (C) & Sent-off (S) Time No. -
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. -
A Football Journal by Football Radar Analysts
FFoooottbbaallll RRAADDAARR RROOLLIIGGAANN JJOOUURRNNAALL IISSSSUUEE FFOOUURR a football journal BY football radar analysts X Contents GENERATION 2019: YOUNG PLAYERS 07 Football Radar Analysts profile rising stars from around the globe they tip to make it big in 2019. the visionary of nice 64 New ownership at OGC Nice has resulted in the loss of visionary President Jean-Pierre Rivere. Huddersfield: a new direction 68 Huddersfield Town made the bold decision to close their academy, could it be a good idea? koncept, Kompetenz & kapital 34 Stepping in as Leipzig coach once more, Ralf Rangnick's modern approach again gets results. stabaek's golden generation 20 Struggling Stabaek's heavy focus on youth reaps rewards in Norway's Eliteserien. bruno and gedson 60 FR's Portuguese analysts look at two players named Fernandes making waves in Liga Nos. j.league team of the season 24 The 2018 season proved as unpredictable as ever but which players stood out? Skov: THE DANISH SNIPER 38 A meticulous appraisal of Danish winger Robert Skov's dismantling of the Superligaen. europe's finishing school 43 Belgium's Pro League has a reputation for producing world class talent, who's next? AARON WAN-BISSAKA 50 The Crystal Palace full back is a talented young footballer with an old fashioned attitude. 21 under 21 in ligue 1 74 21 young players to keep an eye on in a league ideally set up for developing youth. milan's next great striker? 54 Milan have a history of legendary forwards, can Patrick Cutrone become one of them? NICOLO BARELLA: ONE TO WATCH 56 Cagliari's midfielder has become crucial for both club and country. -
The Business of Sport in China
Paper size: 210mm x 270mm LONDON 26 Red Lion Square London WC1R 4HQ United Kingdom Tel: (44.20) 7576 8000 Fax: (44.20) 7576 8500 E-mail: [email protected] NEW YORK 111 West 57th Street New York The big league? NY 10019 United States Tel: (1.212) 554 0600 The business of sport in China Fax: (1.212) 586 1181/2 E-mail: [email protected] A report from the Economist Intelligence Unit HONG KONG 6001, Central Plaza 18 Harbour Road Wanchai Hong Kong Sponsored by Tel: (852) 2585 3888 Fax: (852) 2802 7638 E-mail: [email protected] The big league? The business of sport in China Contents Preface 3 Executive summary 4 A new playing field 7 Basketball 10 Golf 12 Tennis 15 Football 18 Outlook 21 © Economist Intelligence Unit 2009 1 The big league? The business of sport in China © 2009 Economist Intelligence Unit. All rights reserved. All information in this report is verified to the best of the author’s and the publisher’s ability. However, the Economist Intelligence Unit does not accept responsibility for any loss arising from reliance on it. Neither this publication nor any part of it may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, without the prior permission of the Economist Intelligence Unit. 2 © Economist Intelligence Unit 2009 The big league? The business of sport in China Preface The big league? The business of sport in China is an Economist Intelligence Unit briefing paper, sponsored by Mission Hills China. -
The Naturalization: a Solution Or a Problem? (By Servadei)
1 ALL ASIAN FOOTBALL MAGAZINE POST LOCKDOWN FOOTBALL THE FUTURE OF THE CHINESE DREAM 2 INDEX SECTION 1.......................................................................................................... pag. 6 Chinese Investments in European Football (by Dario Focardi)........................... pag. 7 The future is a mass of concrete? (by Eduardo Accorroni).................................. pag. 13 SECTION 2...........................................................................................................pag. 17 Football stories in the covid era (by Nicholas Gineprini).................................... pag. 18 Return to the Football Stadium (by Nicholas Gineprini)......................................pag. 23 SEZIONE 3........................................................................................................... pag. 27 Nothing after Wu Lei (by Luigi Gemmi)............................................................. pag. 28 The naturalization: a solution or a problem? (by Servadei)................................. pag. 32 Focus on youth Chinese Football: interview to Daniele D’Eustacchio.................pag. 36 SECTION 4.......................................................................................................... pag. 39 Foreigner supporters in Chinese Football .............................................................pag. 40 The most difficult year for Hong Kong (by Mattia Ricotta)................................. pag. 46 A dream of summer (by Nicholas Gineprini) ..................................................... -
Delph to Start for Man City; Dzeko Could Leave
Sports45 FRIDAY, JULY 24, 2015 Davis scores twice as Red Bulls stun Chelsea NEW YORK: Sean Davis scored twice in on in the second half. The Blues were Cuadrado as they were both resting tournament. Davis was in the right the second half as the New York Red without stars Willian and Juan after competing in the Copa America place at the right time on both of his Bulls upset Chelsea 4-2 in the reigning goals in front of a crowd of 24,000 at English Premier League champions’ first the Red Bull Arena. He blasted a right game of their pre-season US exhibition footed a shot from the center of the tour. The Red Bulls scored four times in box in the 73rd minute to the top left the second half against mighty Chelsea corner to make it 3-1. Just four minutes FC on Wednesday despite using a roster later he got his second on a poor clear- made up of mostly of young develop- ance by a Chelsea defender. This time mental players. They were also coming he hammered a left foot shot into the off a quarter-final loss less than 24 hours bottom right corner past Begovic to earlier to the Philadelphia Union in the make it 4-2. US Open Cup competition. Sandwiched in between Davis’ New York head coach Jesse Marsch markers was a goal by Chelsea’s Hazard, went with a youthful lineup and it paid who pulled one back by scoring off as midfielder Davis scored in the through a maze of players from just 73rd and 77th minutes and 16-year-old outside the box. -
Number #9 in the TDF Top 50
From being a small boy, I have always been a huge fan of both football and professional wrestling and at around the age of 10-years-old, I came across a monthly magazine brought to newsagents from the makers of the world famous Sports Illustrated all about pro wrestling. It was simply named Pro Wrestling Illustrated. It was a publication I regularly read as well as Shoot and Match weekly magazines to feed my football addiction. In 1991, PWI began this new craze that instantly grabbed my attention more than no other magazine had before. They revealed the 'PWI 500'. The 'PWI 500' section in the magazine listed (in rank order) the top 500 professional wrestlers in the world that year. Counting down from 500, this revealed to me many, many talents that I have not discovered as of yet. This was released every year, and still to this day is the best selling edition of the magazine each year. I studied and read and read over and over again that edition in 1991 and I came up with an idea. What if Match or Shoot revealed the top 500 footballers in the world? Thinking back to 1991, I used to love to tune into the 'BBC Radio 1 Top 40' show every Sunday afternoon too... maybe I'm a tad obsessed with countdowns. Anyways, reflecting on the idea, I thought about it each year the 'PWI 500' was released. As years went on, I felt that this would have grown into a hugely successful plan, gaining great recognition with people in the game, possibly gained its own award ceremony on TV with the emergence and exposure SKY Television in the United Kingdom was just beginning to give to the game back then. -
Madrid Close In
PREVIEW ISSUE FOUR – 24TH APRIL 2012 MADRID CLOSE IN REAL TAKE THE SPOILS IN THE EL CLASICO AND CLOSE IN ON THE SILVERWARE After a poor week for both sides in Europe, Real and Barca were desperate to grab a win against their biggest rivals on a dramatic, rain-lashed Saturday night at the Nou Camp. It was Real that grabbed the vital win and probably clinched the La Liga title. Los Merengues went ahead through German midfielders Sami Khedira and were comfortable for long periods, but Barca’s Chilean substitute Alexis Sánchez equalised with just 20 minutes remaining. Cristiano Ronaldo’s clinical strike just three minutes later settled the game with Madrid now seven points clear, with only four games remaining. Madrid coach José Mourinho named an very attacking team and his side began the better. Ronaldo’s early header from a corner brought a superb flying save from goalkeeper Víctor Valdés. His opposite number Iker Casillas was then quickly off his line when full-back Dani Alves dispossessed Sergio Ramos. The game was being played at a fearsome pace and French striker Karim Benzema brought the best out of Valdés again. Barca thought they had gone front when Alves had the ball in the net after a Cristian Tello run, but the youngster had been flagged offside. INSIDE THIS WEEK’S WFW Real’s brave start was rewarded when Pepe’s header from another corner was half- - RESULTS ROUND-UP ON ALL MAJOR stopped by Valdes and Khedira tackled an COMPETITIONS FROM AROUND THE hesitant Carles Puyol to push the ball into the WORLD net to put Madrid ahead. -
Federer Reaches Semis at ATP Finals
SUNDAY, NOVEMBER 10, 2013 SPORTS Ruthless Aussies thrash Italy 50-20 TURIN: Wing Nick Cummins scored two nisingly close to victory over the and worked hard through the game to Australia a line-out on Italy’s 22-metre Italy were given brief hope of a fight- of seven Australian tries as the Wallabies Wallabies in a 19-22 reverse last year. score those points. So there was consis- line and led to the Wallabies’ fourth try back when replacement Lorenzo made up for defeat to England with a “After the first half, or at least the first tency there, and we had to work hard in on 50 minutes. Cittadini bundled the ball over shortly commanding 50-20 victory over hapless 30 minutes, I saw some quality play defence at different times.” Italy’s posi- Adam Ashley-Cooper played a piv- after to add five points, but Di Italy at the Olympic Stadium yesterday. from Italy. But we gave away errors tive start was soon brought to heel. otal role, holding off several players and Bernardo’s disappointing afternoon Italy had been looking to capitalise cheaply and at the end of the day our Captain Ben Mowen touched down causing confusion metres from the try- with the boot continued when he on Australia’s morale-sapping 20-13 defence certainly wasn’t up to the job.” for Australia on 15 minutes, with Quade line before offloading to Cummins who missed the conversion. reverse at Twickenham last week to Australia’s dominance was never under Cooper making up for an earlier penalty sneaked aroud him to run in behind the There was no stopping Australia, and score a first, historic win over Australia threat but their defence was given a miss with the conversion before adding posts for his second.