Master's Program Subject and Completion Requirements 2020
Department of Bioinformatic Engineering

CodeClassification

A completion requirements item name andsubject nameSchool hour a week
1st.Grade2nd.Grade
Instructor

Unit

SpringFall andand
WinterSummer
Terms
Terms

Unit
multiplication
methodSpringFall andand
WinterSummer
Terms
Terms

Total

1+2(1)+(2)(1,1)+(1,2)
Σ

30
228
224

Σ

0(2,1)+(2,2)+(2,3)Σ00

1.Advanced Liberal Arts Educational subjects (select from the attached list "「高度教養教育科目リスト（バイオ情報工学専攻）」）

331725331726MM

2.Major Subjects・Advanced Global Literacy Educational subjects(1)Core Subjects(1,1)Core Subjects（Required）
Research on Bioinformatic Engineering Ia
All Staff
Research on Bioinformatic Engineering Ib
All Staff(1,2)Core Subjects（Elective）(Nobuyuki Shibano)(Hideharu Nakajima)(Hiroaki Sugiyama)（Masakazu Ishihata)(Takashi Hattori)（Masaya Hirashima）(Hiroshi Ban)
(Yasushi Naruse)

2
2

6
6

M

Special Lectures on Information Science &Technology I

331004

M

Special Lectures on Information Science &Technology II

331701M

Bio-database Engineering

331702

M

Molecular Bio-information Analysis

331703331707331709

M
M
M

Metabolic Information EngineeringAdvanced Biosystems
Human Information Processing

Taro Maeda

222331711

M

Seminar on Bioinformatic Engineering I

All Staff

2331712

G・M

Seminar on Bioinformatic Engineering II

All Staff

2331713

M

Exercises on Bioinformatic Engineering I

All Staff

2331714

M

Exercises on Bioinformatic Engineering II

All Staff

244331003(Toshiyuki Kano)(Norihiko Taya)

22222
Hideo Matsuda
Shigeto Senoo

22 (Spring)22244331426

M

Introduction to Exercises on Information
Engineering for Interactive Creation A

Taro Maeda
Haruo Takemura
Toru Fujiwara
Yuki UranishiSusumu Date
Yuichi Ito

331719M

Bioprocess Engineering

Hiroshi Shimizu
Yoshiyiro Toya

22331720

M

Bio-network Engineering

Naoki Wakamiya
Masaki Ogura

22331721

M

Basic Theory of Bio-networks

331722

M

Advanced Evolutional Systems

331723

M

Human Information Engineering

331724

M

Introduction to Bioinformatic Engineering

All Staff

22331732

M

Introduction to Integrated Biological andInformation Engineering

Hiroshi Shimizu
Fumio Matsuda
Yoshihiro Toya
Nobuyuki Okahashi

22331727

M

Research on Bioinformatic Engineering IIa

All Staff

2331728

M

Research on Bioinformatic Engineering IIb

All Staff

2331729

M

Internship on Bioinformatic Engineering

All Staff

242
Fumio Matsuda
Nobuyuki Okahashi

2226633(2)Elective subject(2,1)Inter-disciplinary Subjects

331005

M

Informartion Technology and Ethics

Staffs of dept. ofInformation Systems
Engineering
Staffs of dept. ofMultimedia
Engineering(Michio Nakanishi)

331006

G・M

English Presentation Skills

Bettina Wutzl

2

M

The Foundation of Intellectual Property(Focusing on Computer Science)(Shuichi Mukai)(Tsuyoshi Masuda)& Other

2331014

Necessary Necessarylower limit lower limitunitsunits22*2

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Master's Program Subject and Completion Requirements 2020
Department of Bioinformatic Engineering

CodeClassification

331030

M

Innovation Management

Minoru Eto
Yuko Sasahara

2331135

M

Topics in Frontiers of Mathematics

Masaaki Wada

22331203

M

Computational Informatics

Takayuki Wada

22331204

M

Mathematical Programming

Shunji Umetani

2331225

M

Topics on Nonlinear Phenomena

Hideyuki Suzuki

22331208

M

Advanced Statistical Analysis

Hiroshi Morita

22331222

M

Advenced Introduction to Information
Pysicscal ScienceAll staff of dept. ofInformation andPhysical Sciences

2331303331308

MMParallel Programming
Theory of Distributed System Software

331325M

Fundamentals of Computer Science

331404331409M
M

Computer-Aided System-on-a-Chip Design
System Interface Design

331502

M

Multimedia Network

331511

M

Economics of Information Network

Teruo Higashino
Hirozumi Yamaguchi(Keita Arai)

2331525

M

Advanced Introduction to Information
Networking

2331635

M

Big Data Engineering

All staff of dept. ofInformation
Networking

331636

M

Big Data Analytics

2331621

M

Information Security

Makoto Onizuka
Yuya Sasaki

331639

G・M

Leibnitz Kenji
Ferdinand PeperStudies on International Integrated Sciences
Cruz Jason Paul
Miranda331730

MSeminar on Biomedical Engineering

331731331031

MM

A completion requirements item name andsubject name

School hour a week
1st.Grade
2nd.GradeInstructor

All staff of dept. ofComputer Science
Haruo Takemura
Shigeto Matsuoka
Shin-ichi Arakawa

Unit

SpringFall andand
WinterSummerTerms
Terms

SpringFall andand
WinterSummerTerms
Terms

2222222222222222222

All staff of dept. of
BioinformaticEngineering

22

Exercises on Biomedical Informatics

All staff of dept. of
BioinformaticEngineering

12

Humanware Fundamentals I M

Takahiro Hara
Kazufumi Hosoda
Satoru Iwasaki
MAHZOON HAMED
Yuichi Sudo

22222331032

M

Humanware Fundamentals II M

Takahiro Hara
Satoru Iwasaki
Yusuke Ogura
Ittetsu Taniguchi
Shin-ichi Arakawa
Kenji Yasunaga
Nobuyuki Okahashi
Yuichi Sudo
Kazufumi Hosoda

331033

M

Humanware Innovation Creation M

Masanori Hashimoto
Takahiro Hara
Kazufumi Hosoda

221111331034

M

Humanware Seminar M

Hiroshi Shimizu
MAHZOON HAMED
Ittetsu Taniguchi
Shin-ichi Arakawa
Satoru Iwasaki
Kazufumi Hosoda

331035

M

Humanware Innovation Introduction M

Tatsuhiro Tsuchiya
Naoki Wakamiya

222331036

M

Humanware Communication M

Yusuke Ogura
Takahiro Hara
Kazufumi Hosoda

331037

M

Humanware Laboratory Rotation M

Fumihiko Ino
Hiroshi Shimizu

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1111Unit
multiplication
methodNecessary Necessarylower limit lower limit
units
units

Master's Program Subject and Completion Requirements 2020
Department of Bioinformatic Engineering

Code331038331039Classification

M

M

A completion requirements item name andsubject nameSchool hour a week
1st.Grade
2nd.Grade
InstructorUnit

SpringFall andandWinterSummer
Terms
Terms

Internship (Short Term) M

Naoki Wakamiya
Kenji Yasunaga
Satoru Iwasaki

233

Internship (Long Term) M

Naoki Wakamiya
Kenji Yasunaga
Satoru Iwasaki

466

SpringFall andand
WinterSummer
Terms
Terms

Unit
multiplication
method(2,2)Others0
MAX{(2,3,1),(2,3,2),(2,3,3)}(2,3)Academic Internship Abroad(2,3,1)331040

G・M

Overseas Internship (Short Term) M

331025

G・M(2,3,2)
Academic Internship Abroad M(S)331041

G・M

Overseas Internship (Long Term) M

Necessary Necessarylower limit lower limit
unitsunits00Naoki Wakamiya
Satoru Iwasaki

233All Staff

466

Naoki Wakamiya
Satoru Iwasaki

466(2,3,3)
Academic Internship Abroad M(L)（※６）

0331027 G・M
All Staff
81212（※12）
Note1)
1. Σ= Integrate the total number of credits for subjects with a slant line directly below.
2. MAX= Integrate only one subject with the maximum number of credits.
3. The class with * is held twice a year. However, registration is limited according to the department.
4. The class is not offered this year when the instructor's name field is blank.
5. Requirements for Completion; Students must receive 30 credits or more from this table, and pass a final evaluation of their master's thesis. In the 30 credits, students must
include 27 credits of Major subjects, 1 credit of Advanced Global Literacy Educational subjects, and 2 credits of Advanced Liberal Arts
Educational subjects.
6. M1 students can register Academic Internship AbroadM(S),M(L) from "fall and winter terms" through "spring and summer terms".
7. "M" in the classification column represents Major subjects, "G" represents Advanced Global Literacy Educational subjects, and "G・M" represents subjects with both Advanced
Liberal Arts Educational and Major subjects' characteristics.
8. If you have acquired subjects with both Advanced Liberal Arts Educational and Major subjects' characteristics, the credits will be included preferentially for Advanced Global
Literacy Educational subjects. If 1 credit of Advanced Global Literacy Educational subjects is already fulfilled, the credits will be included for Major subjects.
9. With regard to Advanced Liberal Arts Educational subjects offered by other graduates schools (or other institutions) in Osaka university, the subjects approved by Departmentof Bioinformatic Engineering can be included for Requirements for Completion up to 2 credits.
For details, please refer the attached "「高度教養教育科目リスト（バイオ情報工学専攻）」.
10. Only Humanware Innovation Program students can register subjects from 331037 to 331041.

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