Suchergebnisse - Big data
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Künstliche Intelligenz und maschinelles Lernen in der Sportwissenschaft
D. MemmertVeröffentlicht 2025“… Durch die Integration von Big Data können Spielergebnisse, Fitnessparameter und individuelle Leistungen eingehend analysiert werden, was zu neuen Entwicklungen in der Forschung führt. …”
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The big three: A practical framework for designing decision support systems in sports and an application for basketball (Die großen Drei: Ein praktischer Rahmen für die Entwicklung von Entscheidungsunterstützungssystemen im Sport und eine Anwendung für Basketball)
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22nd Annual Congress of the European College of Sport Science (ECSS), 5th-8th July 2017, MetropolisRuhr, Germany. Book of Abstracts (22. Jahreskongress des European College of Sport Science (ECSS), 5. bis 8. Juli 2017, MetropolisRuhr, Deutschland. Abstract-Buch)
A. Ferrauti, P. Platen, E. Grimminger-Seidensticker, T. Jaitner, U. Bartmus, L. Becher, M. De Marées, T. Mühlbauer, A. Schauerte, T. Wiewelhove, E. TsolakidisVeröffentlicht in 22nd Annual Congress of the European College of Sport Science (ECSS), 5th-8th July 2017, MetropolisRuhr, Germany. Book of Abstracts (2017)“… NUTRITION FOR MUSCLE AND TENDON ADAPTATION - SPONSORED BY GSSI ECCENTRIC EXCERCISE NEW INSIGHTS IN BIOMECHANICS OF MUSCLE CONTRACTION CARDIOVASCULAR PHYSIOLOGY DTB TENNIS AWARD 2 DEVELOPING YOUNG ATHLETES TRAINING IN THE ELDERLY OCCUPATIONAL ASPECTS OF HEALTH AND PHYSICAL ACTIVITY LEVERAGING SPORT EVENTS FOR SPORT PARTICIPATION AND DEVELOPMENT PERFORMANCE ANALYSIS DEVELOPMENT OF TALENTED PLAYERS TO WORLD CHAMPIONS IN FOOTBALL SPORT MANAGEMENT TRAINING AND TESTING IN VARIOUS SPORTS 1 CARDIOVASCULAR PHYSIOLOGY MUSCLE INJURIES AND DAMAGE INTERNAL MEDICINE ORTHOPAEDICS AND REHABILITATION: MIXED SESSION FEMALES, ELITE ATHLETES AND VIBRATION: MIXED SESSION VENTILATION, HYPOXIA, HEALTH AND FITNESS BRAIN AND COGNITION CHILDREN AND ADOLESCENTS CLINICAL ASPECTS OF HEALTH AND FITNESS NUTRITION AND SUPPLEMENTS 1 TRAINING AND TESTING: ENDURANCE NEUROPHYSIOLOGY AND MOTOR LEARNING TESTING, TRAINING AND RECOVERY COACHING: PRACTICAL QUESTIONS SWIMMING AND CYCLING FUNCTIONAL MOVEMENT AND INJURY PREVENTION SOCIAL SCIENCES: MIXED SESSION MENTAL HEALTH AND PSYCHOLOGICAL WELLBEING EXERCISE AND TRAINING IN DISEASE PERFORMANCE TESTING INTERVAL TRAINING 1 COACHING AND TRAINING: MIXED SESSION THERMOREGULATION AND RESPIRATION AGEING AND NEUROFUNCTION REHABILITATION OF BACK AND SHOULDER COACHING: TENNIS AND GOLF 239 MO-SH06 PHYSICAL EDUCATION AND PEDAGOGICS 241 MO-PM31 ELBOW AND KNEE 244 16:15 - 17:45 247 IS-PM10 STRATEGIES FOR OPTIMIZING ELITE ENDURANCE EXERCISE PERFORMANCE 247 IS-PM05 HOT TOPICS IN ALTITUDE MEDICINE AND ALTITUDE TRAINING 248 OP-PM14 BODY COMPOSITION 249 OP-PM15 ENERGY METABOLISM AND HORMONES 251 OP-PM20 INTERVAL TRAINING 2 252 OP-BN06 FATIGUE 255 OP-BN10 BIOMECHANICS: GAIT 258 IS-BN09 MODALITIES OF INTERPERSONAL COORDINATION 261 IS-SH02 STRESS REGULATION AND PHYSICAL ACTIVITY 262 OP-SH09 SPORT EVENTS AND SOCIETY 263 18:00 - 19:30 265 IS-SP02 SPORTS ENGINEERING METHODS FOR SPORTS SCIENCE: WEARABLE SENSORS AND MACHINE LEARNING - SPONSORED BY ADIDAS 265 IS-PM01 THE ROLE OF THE SYSTEMIC AND LOCAL ENVIRONMENT IN SKELETAL MUSCLE HOMEOSTASIS WITH AGEING AND EXERCISE 266 OP-PM21 TALENT IDENTIFICATION AND DEVELOPMENT 266 IS-BN03 MUSCLE-TENDON UNIT PROPERTIES AND RUNNING ECONOMY 269 OP-PM22 STRENGTH TRAINING 270 OP-BN08 SPORT TECHNOLOGY 273 OP-PM23 ACUTE EFFECTS OF HIT 275 IS-SH03 GETTING THE MOVES: BODILY LEARNING IN THREE MOVEMENT CULTURES 278 METROPOLISRUHR/GERMANY, 5-8 JULY 2017 12 OP-SH10 CURRICULUM DEVELOPMENT 279 FRIDAY, JULY 7TH, 2017 283 08:00 - 09:30 283 IS-PM02 EXERCISE AND THE BRAIN 283 OP-PM44 EFFECTS OF CAFFEINE, TYROSINE AND CREATINE ON PERFORMANCE 283 IS-EX01 CSSS-ECSS EXCHANGE SYMPOSIUM: EXERCISE PERFORMANCE AND HEALTH PROMOTION 286 IS-BN07 BIG DATA IN SPORTS 287 OP-BN11 ADAPTATIONS OF THE MUSCLE-TENDON SYSTEM 288 OP-PM24 TESTING IN GAME SPORTS 291 OP-PM25 PERFORMANCE IN JUMPING AND SPRINTING 294 OP-SH11 DEVELOPMENT OF YOUTH FOOTBALL PLAYERS 296 IS-SH07 VOLITION IN SPORT AND PHYSICAL ACTIVITY 299 OP-PM38 HEALTH AND PHYSICAL ACTIVITY IN DIFFERENT CONDITIONS 299 09:45 - 11:15 301 IS-SP03 ACHIEVING TOP PERFORMANCE AND INJURY PREVENTION IN FOOTBALL: FROM SCIENCE TO PRACTICE - SPONSORED BY ASPETAR 301 OP-PM52 NUTRITION AND SUPPLEMENTS 2 302 IS-PM11 RESISTANCE TRAINING IN YOUTH ATHLETES 305 IS-BN02 BRAIN AND NEUROMUSCULAR FUNCTION IN OLD AGE- IMPLICATIONS FOR COGNITIVE AND MOTOR PERFORMANCE 306 OP-PM27 INTERVENTIONS TO OPTIMIZE RECOVERY 308 OP-PM26 SPORTS TECHNOLOGY: GAME SPORTS 310 OP-BN12 BALANCE AND POSTURE 313 OP-PM58 TRAINING AND EXERCISE IN CLINICAL POPULATIONS 1 315 IS-SH05 DOPING PREVENTION - THE ROLE OF COACHES 317 OP-SH12 FACTORS INFLUENCING PHYSICAL ACTIVITY 318 OP-PM74 PHYSIOLOGY IN LONG DISTANCE SPORTS 320 11:30 - 12:45 322 PS-PL03 BACK PAIN - PREVENTION AND THERAPY IN THE MODERN SOCIETY 322 13:00 - 14:00 323 CP-SH03 SPORT PSYCHOLOGY 1 323 CP-SH04 SPORT PSYCHOLOGY 2 324 CP-BN04 COORDINATION AND MOTOR CONTROL 327 CP-BN03 NEUROMUSCULAR FUNCTION 1 331 CP-PM04 TRAINING AND PERFORMANCE IN TEAM SPORTS 335 CP-BN05 KINEMATIC ANALYSES IN BIOMECHANICS 339 CP-PM06 LIFESTYLE, PHYSICAL ACTIVITY AND HEALTH 341 CP-PM07 AGEING 346 CP-BN06 BALANCE AND PROPRIOCEPTION 349 CP-PM10 STRENGTH TRAINING 354 14:00 - 15:00 357 MO-PM09 TRAINING AND TESTING: FOOTBALL 357 MO-PM20 NUTRITION: MIXED SESSION 362 13 22ND ANNUAL CONGRESS OF THE EUROPEAN COLLEGE OF SPORT SCIENCE MO-PM11 TRAINING AND TESTING IN VARIOUS SPORTS 2 366 MO-PM21 INJURIES: RISK FACTORS, INCIDENCE AND PREVENTION 370 MO-PM24 MOLECULAR BIOLOGY AND BIOCHEMISTRY 374 MO-BN02 BIOMECHANICS: RUNNING, CUTTING AND JUMPING 377 MO-PM27 MUSCLE FUNCTION 381 MO-PM26 TRAINING AND PERFORMANCE IN THE ELDERLY 385 MO-SH01 HEALTH AND FITNESS IN CHILDREN 389 MO-SH02 SPORTS IN SOCIETY: MIXED SESSION 393 15:00 - 16:00 396 MO-PM16 TRAINING AND TESTING IN VARIOUS SPORTS 3 396 MO-PM29 HYPOXIA AND BLOOD FLOW RESTRICTION 1 400 MO-PM18 AGEING: BALANCE AND STABILITY 402 MO-PM22 INJURIES IN THE LOWER LIMB 406 MO-PM10 TRAINING AND TESTING: BASKETBALL AND RUGBY 410 MO-PM13 COACHING: TEAM SPORTS 413 MO-PM17 OBESITY AND BONE: MIXED SESSION 416 MO-PM30 ASSESSMENT AND PROMOTION OF PA 419 MO-SH03 SPORT PSYCHOLOGY AND COGNITION 420 MO-SH04 LEISURE ACTIVITY AND HEALTH 425 MO-BN3 TECHNOLOGY AND METHODS 428 16:15 - 17:45 430 IS-PM06 FASCIA - AN EXTENSIVELY OVERLOOKED TISSUE 430 IS-EX03 ACSM-ECSS EXCHANGE SYMPOSIUM: THE COMPELLING LINK BETWEEN PHYSICAL ACTIVITY AND YOUR BODYS DEFENSE SYSTEM 431 OP-PM49 MOLECULAR BIOLOGY 1 432 IS-BN05 VARIABILITY AND COORDINATION IN HUMAN MOVEMENT 435 OP-PM28 PHYSIOLOGY AND TRAINING IN CYCLING 436 OP-BN13 EXERCISE AND THE BRAIN 438 OP-PM29 MONITORING TEAM SPORT ATHLETES 441 OP-PM57 TRAINING AND EXERCISE IN CLINICAL POPULATIONS 2 444 IS-SH06 HOW TO INTEGRATE PEDAGOGY OF HEALTH AND PHYSICAL EDUCATION FOR SCHOOL SUBJECT? …”
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A comprehensive overview of artificial intelligence applications in basketball (Ein umfassender Überblick über Anwendungen künstlicher Intelligenz im Basketball)
Agbozo, E., Pandya, K., Jovanovic, P., Suvorova, E. A.Veröffentlicht in Journal of Physical Education and Sport (2024)“… Big Data …”
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Optimizing the best play in basketball using deep learning (Optimierung des besten Spiels im Basketball mithilfe von Deep Learning)
Javadpour, L., Blakeslee, J., Khazaeli, M., Schroeder, P.Veröffentlicht in Journal of Sports Analytics (2020)“… Deep learning is a branch of machine learning that finds patterns within big data and can predict future decisions. The process relies on a raw dataset for training purposes. …”
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Problemy cifrovizacii sportivnoj podgotovki v vodnom polo: eksperty i «bol'šie dannye» (Herausforderungen der Digitalisierung des Trainings im Wasserball: Experten und "Big Data")
Smirnov, V. V., Ilyin, A. B., Evstigneev, S. A., Sobchenko, V. G.Veröffentlicht in Vestnik sportivnoj nauki; Sports science bulletin (2020)“… Herausforderungen der Digitalisierung des Trainings im Wasserball: Experten und "Big Data" …”
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Study on optimization and innovation of swimming technique (Studie zur Optimierung und zu Innovationen in der Schwimmtechnik)
Xin, Z. W.Veröffentlicht 2018“… With the correction action in technical movements and new system training programs to increase the speed of the swim, the study has a big breakthrough in the future of the swim team.This study has carried out data analysis of the swimming team of a primary school in Guangzhou and national team of China, so as to study the training program of the most suitable members to improve the performance of the team members of the swimming team. …”
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The year-two effect: Evidence and antecedents for second season success in NCAA division I football (Der Jahr-2-Effekt: Beweise und Vorläufer für den Erfolg der zweiten Saison im NCAA-Football der Division I)
David Pifer, N., Huml, M. R.Veröffentlicht in Journal of Sports Analytics (2020)“… Using two-way fixed effects panel regression models to analyze 11 seasons (2007-17) of data for 114 NCAA Division I Football Bowl Subdivision (FBS) programs, this study found support for the Year-Two Effect`s existence, particularly in situations where coaches were replacing a prior coach that had been fired for on-field performance reasons. …”
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Modelling match outcome in Australian football: improved accuracy with large databases (Modellierung der Spielergebnisse im australischen Fußball: verbesserte Genauigkeit mit großen Datenbanken)
Young, C., Luo, W., Gastin, P., Tran, J., Dwyer, D.Veröffentlicht in International Journal of Computer Science in Sport (2019)“… Big Data …”
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A data snapshot approach for making real-time predictions in basketball (Ein Datenschnappschuss-Ansatz zur Erstellung von Echtzeit-Vorhersagen im Basketball)
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Big data analytics for modeling scoring probability in basketball: The effect of shooting under high-pressure conditions (Big Data Analytics zur Modellierung der Trefferwahrscheinlichkeit im Basketball: Die Wirkung des Werfens unter Druck)
Zuccolotto, P., Manisera, M., Sandri, M.Veröffentlicht in International Journal of Sports Science & Coaching (2018)“… Big Data Analytics zur Modellierung der Trefferwahrscheinlichkeit im Basketball: Die Wirkung des Werfens unter Druck …”
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Relationship between isokinetic muscle strength and 100 meters finswimming time (Zusammenhang zwischen isokinetischer Muskelkraft und der 100-m-Leistung im Flossenschwimmen)
Kunitson, V., Port, K., Pedak, K.Veröffentlicht in Journal of Human Sport & Exercise (2015)“… Finswimming is a sport where athlete uses one big monofin to produce propulsion. The purpose of this study was to describe relationship between isokinetic strength of different muscle groups and 100 meters finswimming time. …”
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The situation success in the handball: review (Der situative Erfolg im Handball: Überblick)
Vukosavljevic, J., Kocic, M., Beric, D., Stojic, M.Veröffentlicht in Facta Universitatis: Series Physical Education and Sport (2015)“… That way we obtain objective data of player efficiency. The parameters for the assessment of situational success, according to the rule, are collected during big competitions because they already have established methods for the registration of certain parameters on specific games and during the competition (official statistics IHF or EHF). …”
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Shot recommender system for NBA coaches (Wurfempfehlungssystem für NBA-Coaches)
Wright, R., Silva, J., Kaynar-Kabul, I.Veröffentlicht in Proceedings of the KDD-16 Workshop on Large-Scale Sports Analytics (2016)“… Big Data …”
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Modeling and simulation of sport games, sport movements, and adaptations to training (Dagstuhl Seminar 15382) (Modellierung und Simulation von Sportspielen, Sportbewegungen und Trainingsanpassungen (Dagstuhl Seminar 15382))
R. Duarte, B. Eskofier, M. Rumpf, J. WiemeyerVeröffentlicht in Dagstuhl Reports (2013)“… On the other hand, numerous issues including error identification and correction in the data, data quality in general, classification problems, and knowledge discovery in "big data" were addressed. …”
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cidesd 2014 - International Congress of exercise and sports performance (cidesd 2014 - Internationaler Kongress Training und sportliche Leistung)
C. Vila-Cha, M. Costa, P. EstevesVeröffentlicht 2014“… aus dem Inhalt: - Understanding offensive patterns of performance of futsal top level national teams - Footballers' movement behaviour when playing small-sided games manipulating the number of opponents and teammates - The influence of early sport involvement in a basketball enrichment training program - Performance and variability profiles in competition of nba players: comparing between all-star and non-all-star players - Typical weekly workload of under-15, under-17 and under-19 elite portuguese football players - Effects of using balls from other sports on external workload of players during football small-sided games - The effect of team timeout on the performance indicators in handball match according to the competitive context - Quantitative analysis of leader-follower interactions between football players - Effects of goal manipulation and age level on players performance in futsal - The changing rule effect on basketball performance - Individual and collective creativity in young footballers - The acquisition of aquatic skills in preschool children varies according to the water deep environment during swimming lessons - Physical and tactical performance of elite footballers during the preseason - Soccer analysis of the international milan long term attack that end successfully - How game phase affects the type of set used by u19, u21 and senior male beach volleyball players - Team performance according to ball possession characteristics: a social networks approach - The effect of performance indicators on the time of the first goal scoring in the football match - Time-motion analysis in youth elite rugby players during game training - Game analysis in the era of big data: a social networks approach - Effect of training and exercise intensity on indices of oxidative balance - Infants' physiological response to four months of a swimming program - Modeling performance and biomechanics in young swimmers - Magnesium and phase angle: a prognostic tool in cellular integrity of judo athletes - 2000m all-out and time sustained at 100% of vo2max intensity in rowing ergometer exercise - Post warm-up recovery and performance in swimming - Reliability and construct validity of yo-yo intermittent tests in untrained and football trained pupils - Excellence in orienteering: representation from elite coaches - Seasonal adaptations in the physical performance of futsal players and its effects on defensive skills - The effect of the application of a physical fitness program before and after technical/tactical work in team sports in physical education - Influence of strength, sprint running, and combined strength and sprint running training on short sprint performance in young adults - Power assessment in young male soccer goalkeepers: variation by competitive level - Electromyography in swimming performance: a review - Assessment of anaerobic performance in young swimmers using laboratory and sport specific tests - Cortisol, testosterone and mood state variation during an official female football competition - Anaerobic energy release during various resistance exercises performed at 80% 1-rm - Maximal oxygen uptake in professional football players: comparison between levels and playing positions - Comparison of the hamstring/quadriceps ratios for the assessment of muscle balance in football players of first and second portuguese leagues - Football analysis of the international milan long term attack that end successfully - Post-activation potentiation after a conditional contraction - Sport trajectories and involvement of portuguese olympic rising stars - Spatio-temporal coordination in front crawl at different intensities - a case study - Energy system contribution during 100 m front crawl swimming - The effect of diferent warm-up in handball: termography analysis - Flexibility methods effect in explosive strength in gymnastics/teamgym …”
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College and professional women`s basketball players` lower extremity injuries: a survey of career incidence (Verletzungen der unteren Extremitäten bei College- und Profibasketballerinnen: ein Überblick über das Auftreten im Verlauf der Karriere)
Gordon, A. I., DiStefano, L. J., Denegar, C. R., Ragle, R. B., Norman, J. R.Veröffentlicht in International Journal of Athletic Therapy & Training (2014)“… Context: Lower extremity injuries in women`s basketball players are generally presented as seasonal team incidence. Available data were reported by team athletic trainers to overseeing bodies yielding estimates of injury rates as a percentage of all injuries sustained. …”
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Handball team staff heart rate monitoring during women's Champions League match (Aufzeichnung der Herzfrequenz des Betreuungspersonals während eines Spiels in der Champions League)
Bon, M., Bracic, M., Sibila, M., Pori, P.Veröffentlicht in EHF Scientific Conference 18.-19.11.2011, Wien, Österreich (2011)“… Based on the data obtained from the coaching staff, the program displayed the heart rate trace (beats/min) and automatically estimated energy expenditure (kcal) with the reference to each individual`s data. …”
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Relationship between isokinetic muscle strength and finswimming time (Beziehung zwischen isokinetischer Kraft und Zeit im Flossenschwimmen)
Kunitson, V., Rannama, I., Port, K.Veröffentlicht in LASE Journal of Sport Science (2013)“… Divergence comes form that athlete uses one big monofin to produce propulsion. One of the important elements for speed is dependent on the increase of the angular velocity of thigh extension (Rejman 2007). …”
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Creating the best physical resources for performing the underwater undulatory swimming, a case study (Schaffung der besten körperlichen Voraussetzungen für das wellenförmige Schwimmen unter Wasser, eine Fallstudie)
Setterberg, J.Veröffentlicht in Biomechanics and Medicine in Swimming XI - Abstracts (2010)“… Perhaps the greatest advantage seems to be the swimmers ability to use a big plantar flexion of the ankle. …”