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Network Centrality Based Team Formation: a Case Study on T-20 Cricket
Applied Computing and Informatics (2017) xxx, xxx–xxx Saudi Computer Society, King Saud University Applied Computing and Informatics (http://computer.org.sa) www.ksu.edu.sa www.sciencedirect.com Network centrality based team formation: A case study on T-20 cricket Paramita Dey a, Maitreyee Ganguly a, Sarbani Roy b,* a Department of Information Technology, Government College of Engineering and Ceramic Technology, Kolkata 700010, India b Department of Computer Science and Engineering, Jadavpur University, Kolkata 700032, India Received 22 August 2016; revised 14 October 2016; accepted 18 November 2016 KEYWORDS Abstract This paper proposes and evaluates the novel utilization of small world network proper- Social Network Analysis ties for the formation of team of players with both best performances and best belongingness within (SNA); the team network. To verify this concept, this methodology is applied to T-20 cricket teams. The Centrality measures; players are treated as nodes of the network, whereas the number of interactions between team mem- T-20 cricket; bers is denoted as the edges between those nodes. All intra country networks form the cricket net- Small world network; work for this case study. Analysis of the networks depicts that T-20 cricket network inherits all Clustering coefficient characteristics of small world network. Making a quantitative measure for an individual perfor- mance in the team sports is important with respect to the fact that for team selection of an Inter- national match, from pool of best players, only eleven players can be selected for the team. The statistical record of each player considered as a traditional way of quantifying the performance of a player. -
New Coach Robbie Deans Names 7 New Faces for Wallabies
14 Tuesday 3rd June, 2008 the next level, and get each league in cial about the other. each country to resemble the English Norman Mailer's advice to 9/11 Premier League with an exciting mix novelists was to not attempt it until of international and national 10 years had passed. Even players. And then you an event so minor as Glitz, glamour, have the grand the IPL ought to be Champions League, given five. 2012 is like the Uefa model the right time which because that is when the cur- rent Test- match Future showbiz and a Tours last-ball finish stunning last-ball finish deliv- open the demographic. Top-rating ered to the inaugural Indian soaps, reality shows, game shows, all con- APremier League a finale it took a pummelling as entire house- dem- deserved, with Shane Warne at the holds, mothers-in-law and pets and nation crease when Rajasthan Royals, the small children, stopped to stare every as well least fancied, least expensive fran- evening at this montage of sixes, as, in the chise, chased down 163 to take the Bollywood stars, imported cheerlead- playstation era, trophy. ers with the triumph that Indian high praise. The best With the scores level and a ball to rupees had created all of this. A games had a kind of com- go, Warne, at the non-striker's end match ran for about the same dura- pressed intensity where each deliv- ran in from about as far as the tion as a Hindi movie. ery held the weight of an entire bowler, Lakshmipathy Balaji of Instructive was the choice of stu- match. -
Stats Pack Match Schedule 20 Feb - 22 Mar
STATS PACK MATCH SCHEDULE 20 FEB - 22 MAR Thursday, February 20, 2020 Quetta Gladiators v Islamabad United Karachi Quetta Gladiators won by 3 wickets Karachi Kings v Peshawar Zalmi Karachi (Day) Karachi Kings won by 10 runs Friday, February 21, 2020 Lahore Qalandars v Multan Sultans Lahore (Night) Multan Sultans won by 5 wickets Quetta Gladiators v Peshawar Zalmi Karachi (Day) Peshawar Zalmi won by 6 wickets Saturday, February 22, 2020 Islamabad United v Multan Sultans Lahore (Night) Islamabad United won by 8 wickets Karachi Kings v Quetta Gladiators Karachi (Day) Quetta Gladiators won by 5 wickets Sunday, February 23, 2020 Lahore Qalandars v Islamabad United Lahore (Night) Islamabad United won by 1 wicket Wednesday, February 26, 2020 Multan Sultans v Peshawar Zalmi Multan Multan Sultans won by 6 wickets Thursday, February 27, 2020 Islamabad United v Quetta Gladiators Rawalpindi Quetta Gladiators won by 5 wickets Multan Sultans v Karachi Kings Multan (Day) Friday, February 28, 2020 Peshawar Zalmi v Lahore Qalandars Rawalpindi (Night) Multan Sultans v Quetta Gladiators Multan (Day) Saturday, February 29, 2020 Islamabad United v Peshawar Zalmi Rawalpindi (Night) Sunday, March 1, 2020 Islamabad United v Karachi Kings Rawalpindi Monday, March 2, 2020 Peshawar Zalmi v Karachi Kings Rawalpindi Tuesday, March 3, 2020 Quetta Gladiators V Lahore Qalandars Lahore Wednesday, March 4, 2020 Islamabad United v Lahore Qalandars Lahore Thursday, March 5, 2020 Peshawar Zalmi V Quetta Gladiators Rawalpindi Friday, March 6, 2020 Karachi Kings v Multan Sultans -
Stats Pack Matches 1St Round (14-17 Sep)
STATS PACK MATCHES 1ST ROUND (14-17 SEP) MATCHES VENUE SINDH v BALOCHISTAN UBL SPORTS COMPLEX , KARACHI CENTRAL PUNJAB v SOUTHERN PUNJAB GADDAFI STADIUM, LAHORE KHYBER PAKHTUNKHWA v NORTHERN ABBOTTABAD CRICKET STADIUM, ABBOTTABAD SQUADS HARIS SOHAIL (C) BABAR AZAM (C) MOHAMMAD RIZWAN (C) IMAD WASIM (C) SARFARAZ AHMED (C) SHAN MASOOD (C) IMRAN FARHAT (VC) AHMED SHEHZAD (VC) SAHIBZADA FARHAN (VC) UMAR AMIN (VC) ASAD SHAFIQ (VC) SAMI ASLAM (VC) ABU BAKAR AHMED BASHIR ADIL AMIN AFAQ RAHEEM ABID ALI ABDUL REHMAN MUZAMMIL ALI SHAFIQ ALI SHAN ASHFAQ AHMED ALI ASAD ANWAR ALI ADNAN AKMAL (WK) AMMAD BUTT AZHAR ALI FAKHAR ZAMAN ALI SARFRAZ FAWAD ALAM AMIR YAMIN ASIF ZAKIR BILAL ASIF IFTIKHAR AHMED ASIF ALI HASAN MOHSIN BILAWAL BHATTI AZEEM GHUMMAN EHSAN ADIL IMRAN KHAN SR HAIDER ALI KASHIF BHATTI IMRAN RAFIQ BISMILLAH KHAN (WK) FAHIM ASHRAF IRFAN KHAN HAMMAD AZAM KHURRAM MANZOOR M. IRFAN (SLA) HUSSAIN TALAT HASSAN ALI ISRARULLAH HARIS RAUF MIR HAMZA M. IRFAN SR (LFM) IMAM-UL-HAQ KAMRAN AKMAL (WK) JUNAID KHAN MOHAMMAD NAWAZ MOHAMMAD HASAN (WK) MOHAMMAD HAFEEZ IMRAN BUTT MOHAMMAD SAAD KAMRAN GHULAM MUSA KHAN MOHAMMAD HASNAIN MOHAMMAD ABBAS KHURRAM SHEHZAD NASIM SHAH MOHAMMAD ILYAS NAUMAN ALI OMAIR BIN YOUSUF RAHAT ALI MOHAMMAD ASGHAR RIZWAN HUSSAIN MUSADDIQ AHMED ROHAIL NAZIR (WK) RAMEEZ AZIZ SAIF BADAR SHAHBAZ KHAN SAAD NASEEM NABI GUL SADAF HUSSAIN SAAD ALI SOHAIB MAQSOOD SHAHZAIB AHMED KHAN SALMAN BUTT REHAN AFRIDI (WK) SHADAB KHAN SAUD SHAKEEL UMAID ASIF TAIMUR KHAN UMAR AKMAL SAMEEN GUL SHAHEEN SHAH SHEHZAR MOHAMMAD UMAR SIDDIQ TAJ WALI USMAN SALAHUDDIN UMAR KHAN SOHAIL TANVIR SOHAIL KHAN ZAHID MEHMOOD UMAR GUL WAQAS MAQSOOD USMAN KHAN SHINWARI UMAR WAHEED TABISH KHAN ZAIN ABBAS YASIR SHAH ZAFAR GOHAR ZOHAIB KHAN WAQAS AHMED WALEED AHMED. -
Zaka Ashraf the New PCB Chairman Taking Over the Helm in the Most Trying of Circumstances, Zaka Ashraf’S Start Has Been Quite Promising
November-December 2011 ZAKA ASHRAF the new PCB Chairman Taking over the helm in the most trying of circumstances, Zaka Ashraf’s start has been quite promising aka Ashraf’s appointment as the 27th Chairman of the character what the principal protagonists in generating optimism amongst Pakistan Cricket Board came at a time, when Pakistan one and all. cricket was traversing a multitude of crises, and off-field Although the doubting Thomases obtained nourishment owing to matters shrouded anything and everything that the what was ostensibly an absence of a veritable link to on field matters, team conjured up on the field. He came with the task considering the fact that Mr. Zaka Ashraff was not a professional; but quite conspicuous there in front of him. He had to wipe his keenness a propos all things cricket and his management experience off the off-field turmoil and only then matters on the connotes that the man has all the dexterity to govern an enigma that field would have come to prominence. The new chairman’s appointment Pakistan cricket has evolved into. Mr Zaka Ashraf’s competence in Zbegot buoyancy for a score of reasons. Even though, the man might not management was divulged in his tenure at the helm of Zarai Taraqiati have been a former cricketer, but his association with the game and the requisite savoir fare was indubitable. The ability of the new chief and his Continued on page 20 Pakistan rout Led by our spinning repertoire, Pakistan conjured up their Bangladesh sixth ODI series win undoubtedly hold the most daunting spin attack up being the leading wicket-taker in the series on the bounce in the game. -
Past Paper Mcqs
st 1 CHOICE OF SERIOUS STUDENTS Past Paper MCQs 0345-5826405 / 0314-4961339 Ace Bureaucrat Academy ace_bureaucrat_academy www.acecss.pk 0345-5826405 www.acecss.pk 1st CHOICE OF SERIOUS STUDENTS Which player has the highest ODI individual score for Pakistan? M. Yousaf Saeed Anwar Babar Azam Shoaib Malik Which player has the highest T20 individual score? H Masakadza Chris Gayle A lyth BB Mccullum Which player has the highest test individual score? ML hayden Brian Lara GS Sobers DPMD Jayawardene Which player has the highest ODI individual score? Martin Guptil Rohit Sharma Virender Sehwag Chris Gayle Who has made most number of runs in ODI cricket for Pakistan? Saeed Anwar Inzamam-ul-haq Shahid Afridi M.Yousaf Who has made the most number of runs in test cricket for Pakistan? Javeed Miandad Younis khan Inzamam-ul-haq M.Yousaf Who has made the most number of runs in ODI cricket? Kumar Sangakkara Sachin Tendulkar Ricky Ponting Sanath Jayasuriya Who has made the most number of runs in test cricket? 0345-5826405 www.acecss.pk 1st CHOICE OF SERIOUS STUDENTS Ricky Ponting Sachin Tendulkar Jacques Kallis Rahul Dravid Who has taken highest number of wickets in T20 cricket for Pakistan? Umar Gul Shahid Afridi Saeed ajmal Sohail Tanvir Who has taken highest number of wickets in ODI cricket for Pakistan? Imran khan Wasim Akram Waqar Younis Shahid Afridi Who has taken highest number of wickets in Test cricket for Pakistan ? Imran khan Wasim Akram Waqar Younis Danish Kaneria Who has taken highest number of wickets in T20 cricket? Umar Gul Shahid Afridi -
Squads for 2020-21 Domestic Season
Squads for 2020-21 Domestic Season Balochistan Cricket Association Abdul Rehman Muzammil, Abdul Wahid Bangalzai, Adnan Akmal, Akbar-ur-Rehman, Akhtar Shah, Akif Javed, Amad Butt, Awais Zia, Azeem Ghumman, Bismillah Khan, Gohar Faiz, Gulraiz Sadaf, Hayat Ullah, Hidayatullah, Imran Butt, Imran Farhat, Jalat Khan, Kashif Bhatti, Khurram Shehzad, Mohammad Junaid, Mohammad Talha, Najeebullah Achakzai, Rameez Raja jnr, Sami Aslam, Shehbaz Khan, Shehzad Tareen, Taimur Ali, Taimur Khan, Taj Wali, Umaid Asif, Umar Gul and Usama Mir. Additional players: Abdul Nasir, Ali Rafiq, Ali Waqas, Ayyaz Tassawar, Atif Jabbar, Azeem Dar, Azizullah, Dawood Khan, Israr Ahmed, Mohammad Ibrahim, Nazar Hussain, Salahuddin and Zainullah. Centrally contracted players: Imam-ul-Haq, Haris Sohail and Yasir Shah. Coaches – First XI: Faisal Iqbal (coach), Wasim Haider (assistant coach). Second XI: Habib Baloch (coach), Shoaib Khan (assistant coach). U19: Hussain Khosa (coach), Mazhar Dinari (assistant coach) Central Punjab Cricket Association Abdullah Shafiq, Ahmed Bashir, Ahmed Safi Abdullah, Ahmed Shahzad (subject to fitness), Aitzaz Habib Khan, Ali Zaryab, Anas Mehmood, Bilal Asif, Bilawal Iqbal, Ehsan Adil, Fahad Usman, Faheem Ashraf, Farhan Khan, Hasan Ali, Irfan Khan Niazi, Kamran Akmal, Mohammad Ali, Mohammad Imran Dogar, Mohammad Saad, Muhammad Akhlaq, Nisar Ahmed, Qasim Akram, Rizwan Hussain, Saad Nasim, Salman Butt, Shahid Nawaz, Suleman Shafqat, Usman Qadir, Usman Salahuddin, Waqas Maqsood, Zafar Gohar and Zohaib Amanat. Additional players: Ali Shan, Asfand Mehran, Atiq-ur-Rehman, Fahad Munir, Hammad Butt, Haseeb-ur- Rehman, Junaid Ali, Kamran Afzal, Mohammad Faiq, Noman Anwar, Raza Ali Dar, Sohaib Ullah and Zubair Khan. Centrally contracted players: Abid Ali, Azhar Ali, Babar Azam and Naseem Shah. -
Roebuck – Cricket's Finest Writer
Monday 14th November, 2011 current side is the best Second ODI today Pakistani team he has seen since the glory days of Wasim Akram and Waqar Younis. “The Pakistanis are looking very fresh and it is a side packed with a lot of quality all-rounders. They have got a number of options. The Team lacks Pakistani side which we are playing against is one of the best I have seen in the recent past. I played against Wasim Akram and Waqar Younis, but this side is also doing very well.” confidence Atapattu also heaped praise on Pakistan captain Misbah- ul-Haq, whom he compared to REX CLEMENTINE reporting from Dubai World Cup winning Sri – Marvan Lankan captain Arjuna Sri Lanka’s batting coach Ranatunga. “Misbah is a very Marvan Atapattu has put down calm and a cool character. the national cricket team’s What I saw in the Test series current struggles to lack of was very impressive. He han- confidence. After losing the dles things in the middle, very Test series against Pakistan 1- smoothly. He is doing to 0, Sri Lanka suffered a humili- Pakistan what Arjuna ating eight wicket defeat in the Ranatunga did to us in the first ODI, where they were ‘90s. He has the patience to bowled out for 131 runs at wait until he achieves what he Dubai Sports City, on Friday. wants to achieve in the mid- The second ODI of the five dle, which is very important match series will be played in Test cricket.” today, also at the same venue. -
Page 01 Feb 11.Indd
SPORT SATURDAY 11 FEBRUARY 2017 21 'Cultural' change needed in Russia to lift ban: Coe Melbourne that there is a recognition (in Russia) of Reuters a need for change, particularly with tra- ditional coaching methods. ussia still needs to demonstrate a "But we need to make sure that is "cultural shift" in its commitment consistent with what is also being said R to clean sport if its track and field and expressed publicly. "Some progress athletes hope to compete under the had been made... but there are still some nation's flag again, IAAF President areas where we want to see more Rick Lamb hits his tee shot Sebastian Coe said yesterday. progress. on the 17th hole during Russia's athletics federation (RUSAF) "I don't think (the decision) came as Round One of the AT&T has been banned since November 2015 a huge surprise to RUSAF. And of course Pebble Beach Pro-Am at after an independent World Anti-Dop- WADA has still to look at RUSAF as Spyglass Hill Golf Course on ing Agency (WADA) probe exposed being code-compliant. Thursday in Pebble Beach, state-sponsored doping on a massive "There needs to be some cultural California. Lamb ended as scale. shift as well... but we're moving in the one of the joint leaders An IAAF task force confirmed this right direction." after weather-hit first day. week that the ban will remain in place Coe said the IAAF was considering until at least November, meaning Rus- allowing Russian athletes to compete sian athletes will not compete at the as neutrals at the global showpiece but world championships in London in cast serious doubt on the ability of August, having already been excluded RUSAF to rejoin world athletics this from last year's Rio Olympics. -
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WEDNESDAY, SEPTEMBER 30, 2015 SPORTS Future of golf in good hands with ‘Big Three’ ATLANTA: Jordan Spieth’s twin win in the Tour The campaign’s one-two punch of Spieth and Day es which were compelling,” said PGA Tour Spieth tied Tiger Woods’ record low score at the Championship and FedExCup playoffs aptly ended a followed a commanding season from Rory McIlroy, Commissioner Tim Finchem. Masters this year; McIlroy set a host of records with his magnificent PGA Tour season for himself and the the 26-year-old Northern Irishman who closed last “There hasn’t been a consistency of rivalry at the 2011 US Open triumph at Congressional, and Day set sport of golf which has enthusiastically embraced a year’s majors season by winning the British Open top, when you saw the same faces coming down the a majors record for low score in relation to par in win- new ‘Big Three.’ Spieth, 22, put his stamp on the and PGA as he reigned as world number one. Then stretch as many times as you did this year. It was sig- ning the PGA. “The fact that there’s been such a high 2014-15 season with five titles, including wins at the things got dizzy at the top. nificant. So, it’s a tremendous situation.” level from numerous guys, it’s cool,” said Spieth. “We Masters and US Open, a record $12 million in official Spieth and McIlroy traded places for four straight About five years separated each of the old Big push each other.” Day, who like Spieth has registered PGA Tour earnings plus the $10 million FedExCup weeks after the PGA. -
Match Report
Match Report Pakistan, PAK vs West Indies, WI Pakistan, PAK Won Date: Sun 28 Jul 2013 Location: West Indies, Saint Vincent and the Grenadines Match Type: Twenty20 Scorer: Abhilash Kanneth Toss: Pakistan, PAK won the toss and elected to bat URL: http://www.crichq.com/matches/57865 Pakistan, PAK West Indies, WI Score 135-7 Score 124-9 Overs 20.0 Overs 20.0 M Hafeez* J Charles A Shehzad CH Gayle U Amin MN Samuels U Akmal LMP Simmons Haris Sohail KA Pollard S.M.A.K Afridi DJ Bravo H Azam DJG Sammy* S Tanvir CD Barnwell Zulfiqar Babar SP Narine S Ajmal S Badree A Ali TLB Best page 1 of 34 Scorecards 1st Innings | Batting: Pakistan, PAK R B 4's 6's SR A Shehzad . 4 . 1 . 1 1 . 4 1 1 . 1 . 1 . 1 2 4 . 1 . 1 . 1 1 . 1 . 6 c LMP Simmons b KA Pollard 44 46 4 2 95.65 . 4 . 1 6 . // M Hafeez* 1 . 3 1 1 4 . // c LMP Simmons b S Badree 10 7 1 0 142.86 U Amin 4 . 3 . // c DJG Sammy* b DJG Sammy* 7 6 1 0 116.67 Haris Sohail 1 . // c S Badree b S Badree 1 4 0 0 25.0 U Akmal 2 1 . 1 . 1 1 1 . 1 . 2 1 . 1 1 1 4 . 1 1 1 . 2 4 2 1 1 1 4 . 6 2 1 not out 46 36 3 1 127.78 1 S.M.A.K Afridi 1 1 1 . 1 2 . -
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Heat sizzle Simon outlasts over16 Bulls Mahut18 in thriller THURSDAY, OCTOBER 31, 2013 Red Sox fans could enjoy long-awaited celebration Page 16 LONDON: Manchester United’s Mexican striker Javier Hernandez heads towards goal during the English League Cup fourth round football match between Manchester United and Norwich City at Old Trafford on Tuesday. — AFP Chelsea rejoice, United thrash Norwich LONDON: Jose Mourinho got the better of old West Ham United beat Burnley 2-0 away in onrushing goalkeeper Lukasz Fabianski for the good teams,” Mata told Sky Sports. Stoke also had a 3-1 lead cancelled out. Goals adversary Arsene Wenger once again as Chelsea their tie with late penalties from Matt Taylor and opener. Manchester United pacher Hernandez under- from Oussama Assaidi, Peter Crouch and Marko showed their strength-in-depth by reaching the Jack Collison, while spot kicks were needed to Arsenal, who have testing fixtures against lined his value to David Moyes’s team with a goal Arnautovic had put them in command, but a late League Cup quarter-finals with a 2-0 win over separate Stoke City and Birmingham City. After Liverpool and Borussia Dortmund to come in the in each half as the Old Trafford club emphatically double from Peter Lovenkrands ensured their London rivals Arsenal on Tuesday. the match finished 3-3 and then 4-4 after extra next eight days, were off the pace and struggled booked their spot in the next round. match against Birmingham went to extra time. Both teams rang the changes but it was time, top flight Stoke came through 4-2 in the to conjure a chance with Welsh midfielder He opened his account from the penalty spot Kenwyne Jones put Stoke back in front, but Chelsea’s new-look side that gelled, restricting shootout.