• 대한기계학회논문집A
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• 제41권4호
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• pp.329-332
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• 2017

본 연구는 기존 운동기기에 부착 가능한 새로운 운동중량, 횟수 자동측정기기의 개발을 위하여 센서모듈과 운동정보획득 알고리즘을 이용하여 운동의 양을 측정할 수 있는 시스템의 운동 계측성능 평가에 관한 것이다. 개발된 시스템은 기존 사용되고 있는 운동기기에 손쉽게 장착할 수 있도록 설계하였으며 측정된 데이터는 스마트폰에 블루투스로 전달 가능하도록 하였다. 실험결과 운동습관이 다른 3명의 사용자로부터 무게 및 횟수를 작은 오차로 검출할 수 있었다. 본 시스템은 사용자의 운동을 측정하여 운동데이터 활용이 가능한 각종 기기에 전달함으로써 개인 맞춤형 헬스케어 시스템 및 재활치료 시스템에도 적용이 가능하다는 장점을 가지고 있다.

• 웰빙융합연구
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• 제5권2호
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• pp.15-19
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• 2022

Purpose: This pilot study aimed to clarify features of motor module during walking in exercise experts who experienced lately repeated training for sports skill. To identify motor modules, autoencoder machine learning algorithm was used, and modules were extracted from muscle activities of lower extremities. Research design, data and methodology: A total of 10 university students were participated. 5 students did not experience any sports training before, and 5 students did experience sports training more than 5 years. Eight muscle activities of dominant lower extremity were measured. After modules were extracted by autoencoder, the numbers of modules and spatial muscle weight values were compared between two groups. Results: There was no significant difference in the minimal number of motor modules that explain more than 90% of original data between groups. However, in similarity analysis, three motor modules were shown high similarity (r>0.8) while one module was shown low similarity (r<0.5). Conclusions: This study found not only common motor modules between exercise novice and expert during walking, but also found that a specific motor module, which would be associated with high motor control ability to distinguish the level of motor performance in the field of sports.

• 감성과학
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• 제8권1호
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• pp.37-45
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• 2005

본 논문에서는 H사와 공동으로 개발한 가정용 비만치료기의 특징과 치료효과를 측정, 분석한 것이다. 이 가정용 비만치료기는 중주파 활용, 온열벨트 사용과 함께 부작용을 최소화하도록 설계되었는데 성능평가를 위해 20대 여성 8명을 대상으로 1개월 간의 비만치료 실험을 실시하였다. 실험은 심폐기능운동검사를 통하여 피실험자들의 비만치료 실험 전후의 가스교환 반응도($VCO_2$와 $VCO_2$양의 변화)에 초점을 두었다. 실험결과 체중(${\cal}kg$), 체지방율($\%$), 체지방량(${\cal}kg$), 비만도($\%$), 기초대사량(kcal) 등에서 비만감소 효과가 나타났으며 비만치료 전보다 산소($VCO_2$) 섭취량은 증가한 반면 이산화탄소($VCO_2$) 배출량은 감소한 것으로 나타났다. 이는 인체의 생리학적측면과 운동 역학적인 측면이 상관관계가 높다는 것을 보여주고 있으며 여기서 개발된 비만치료기가 의학적으로 비만치료에 도움이 될 수 있음을 입증하는 결과라 할 수 있다.

• 한국정밀공학회:학술대회논문집
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• 한국정밀공학회 2011년도 춘계학술대회 논문집
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• pp.331-332
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• 2011

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2022년도 추계학술대회
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• pp.207-209
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• 2022

IoT환경에서 스마트 디바이스로부터 사람의 신체 활동을 인식하여 생활 패턴 데이터를 수집할 수 있게 되었다. 본 논문에서는 제안된 모델은 예측단계와 추천단계로 구성한다. 예측 단계는 생활 패턴 데이터로부터 수집된 데이터셋을 기계학습을 통해 로지스틱 회귀와 k-최근접 이웃 알고리즘을 활용하여 불안과 우울의 척도를 예측한다. 추천 단계는 불안과 우울 증상으로 분류된 경우 이를 호전시킬 수 있는 음식과 가벼운 운동을 추천하기 위해 주성분 분석 알고리즘을 적용한다. 제안한 불안·우울 예측과 음식·운동 추천은 개인의 삶의 품질 개선에 파급효과가 있을 것으로 기대한다.

• 대한임상전기생리학회지
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• 제1권2호
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• pp.1-9
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• 2003

The purpose of this study was to analyze the effect given to the variable details which disturb the flow of blood in brain artery disease through Aerobic exercises. It chose the subjects of study : 5 persons in an exercise group and 5 persons in a non-exercise group. Peak brain blood velocity, mean velocity, and resistance & artery stricture ratio were measured with TCD, measure machine for brain artery blood flow. The conclusion of the study was as follows: 1. At pre-test of an exercises group and a non-exercise group, PBV, MBV, BRI, ASI of a non-exercise group were showed much lower in the variation of left common carotid artery(LCCA). 2. At post-test of an aerobic exercises group and a non-exercise group, PBV, MBV, BRI, ASI of a non-exercise group were showed just a little decrease ratio but were not significant different in the variation of left common carotid artery(LCCA). Viewing on the base of these result, continuing exercises promote the functional improvement of the heart blood system and were showed the positive variation of artery stricture ratio according to brain blood flow velocity, the pulse and resistance or blood velocity. Therefore programs for prescriptions through aerobic exercises must be developed in many ways.

• 대한물리치료과학회지
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• 제25권2호
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• pp.35-46
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• 2018

Purpose: The purpose of this study is to examine the effects of sit-up exercise using gym ball unit on lower extremity strength. Method: Subjects consisted of 12 G University student (Male:6/Female:6) aged 23~26 years. The experiment progressed with 2 groups according to different size gym balls. and diameter of each gym ball is 45cm / 65cm. The measurement of strength of lower extremity was taken by isokinetic exercise machine(Biodex Medical, Inc, USA) Result: The results of this study were as follow. There were not different of Peak torque and Average Power between 65cm gymball and 45cm gymball. in other words using the 45cm gym ball and 65cm gym ball sit-up exercise were both effective for strengthening of lower extremity. Conclusion: Sit-up exercise on all of less than 65cm gym ball was effective for strengthening of lower extremity, furthermore it was helpful for keeping uprighting posture also it is affect on abdominal strengthening. As a result sit-Up Exercise Using Gym Ball is effective for a person with weak lower extremity and a person need uprighting posture.

• 대한물리치료과학회지
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• 제18권2호
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• pp.1-8
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• 2011

Background: The purpose of this study was to systematic review the effect of exercise programs for chronic low back pain patients. We needs systematic development of low back pain exercise program to reduce economic cost further doing great service to public health promotion. Methods: We searched to the effects of exercise programs for chronic low back pain patients by Dankook University electronic library databases of DBPIA, KSI KISS, CINAHL, MEDLINE and PEDro combined with a hand search of papers published in relevant journals. Any type of study relevant to the topic published during time period from 1970 to 2007 was included. Results: The literature search identified 30 studies. 1.Performing the flexion exercise increased abdominal muscle activity but acute herniated intervertebral disc should be avoided. 2.The general lumbar extension exercise used lumbar extension machine and the muscle power increases, significant probability the change. 3.The spinal segments exercise for the patients offered significant efficacy and appeared to be a reasonable therapeutic option. 4.Spinal stabilization exercises appear to improve trunk endurance and balance to patients with chronic low back pain. This exercise programs had effective decrease pain and disability. Conclusion: The review suggests that although the exercise programs for chronic low back pain patients, and we expected the efficacy of the exercise programs for chronic low back pain patients used in this study should be further investigated in a long period study and objective outcomes.

• The Journal of Korean Physical Therapy
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• 제13권1호
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• pp.19-31
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• 2001

The twenty one individuals with total knee replacement who were admitted to Kang-Dong Hospital for comprehensive physical therapy were studied in order to demonstrate the effectiveness of an isokinetic test program using the Cybex 6000 machine. The subjects were divided into three groups with the isometric exercise group receiving isometric exercise. the isokinetic eccentric exercise group, and isokinetic eccentric exorcise group receiving isokinetic exercise(eccentric. concentric) to knee flexors and extensors muscles for a six weeks period using the Cybex 6000. The results were follow :1 . The peak torque was increased significantly in the flexors and extensors of the isokinetic conccentric exorcise among three groups(p<.05). 2. The progress of peak torque was increased significantly in the flexors and extensors of the isokinetic conccentric exercise among three groups(p<.05). 3. The total work was more increased significantly in the flexors and extensors of the isokinetic conccentric exercise among three groups(p<.05). 4. The progress of total work was more increased significantly in the flexors and extensors of the isokinetic conccentric exercise among three groups(p<;.05). 5. The ratio of endurance was not increased significantly in all three groups. 6. The extensors in the peak torque was likely to recover rapidly than the flexors. 7.The average R.O.M in the pre-exercise and post-exercise was not different significantly in all three groups. According to the above results, In the muscle strength recovery for total knee replacement patients, isokinetic concentric exercise group was significantly greater than the isokinetic eccentric and isometric exercise groups after a six weeks training.

• 한국융합학회논문지
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• 제12권10호
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• pp.81-88
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• 2021

전환사채는 채권과 주식의 성격을 모두 내포하고 있는 금융 상품인데 일반적으로 신용등급이 낮은 기업이 유동성을 확대하기 위해서 발행한다. 전환사채의 투자자와 발행 기업은 투자자의 전환권 행사 여부와 시점에 대한 의사결정 문제가 가장 중요한데 투자 판단 지표가 미약하기 때문에 정성적 판단에 의존한다. 따라서 본 논문은 과학적으로 전환권 행사 결정 문제에 인공신경망 기법을 적용하는 방안을 제안한다. 과거에 발행한 총 1,800개의 학습 데이터와 200개의 예측 실험 데이터로 구분을 하고 인공신경망 학습 모형을 구축한다. 그 결과 대부분의 그룹에서 패리티 성과가 우수하였고 평균 약 10% 이상의 초과 수익을 달성하였다. 특히 3~6 그룹에서는 평균 약 20% 이상의 초과 수익을 보였으며 그룹 6의 경우에는 약 37%의 초과 수익을 기록했다. 본 논문은 금융 분야에 4차 산업의 대표적 기술인 기계학습 기법을 융합·적용하여 의사결정 문제 해결에 집중했다는 것에서 의의가 있으며 데이터 접근에 한계가 많은 전환사채 상품을 대상으로 실험을 했다는 점에서 향후 다양한 연구에서 참고 문헌이 되기를 기대한다.