Master's Program Subject and Completion Requirements 2022
Department of Bioinformatic Engineering

CodeClassification

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

Unit
multiplication
methodUnit Spring

SpringFall andFall andandand
Winter
WinterSummerSummer
Terms
Terms
Terms
Terms

Instructor

Total

1+230(1)+(2)282

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）」）

2.Major Subjects・Advanced Global Literacy Educational subjects(1)Core Subjects(1,1)Core Subjects（Required）
331725

MResearch on Bioinformatic Engineering IaAll Staff

2331726

M

Research on Bioinformatic Engineering Ib

All Staff

2331003

M

Special Lectures on Information Science &Technology I331004

M

Special Lectures on Information Science &Technology II(Toshiyuki Kano)(Norihiko Taya)

331701M

Bio-database Engineering

331702

M

Molecular Bio-information Analysis

331703

M

Metabolic Information Engineering

2331707

M

Advanced Biosystems

2331709

M

Human Information Processing

222

Taro Maeda
Masahiro Frukawa

M

Seminar on Bioinformatic Engineering I

All Staff

2G・M

Seminar on Bioinformatic Engineering II

All Staff

2331713

M

Exercises on Bioinformatic Engineering I

All Staff2331714

M

Exercises on Bioinformatic Engineering II

All Staff

2Introduction to Exercises on Information
Engineering for Interactive Creation A331719

M

Bioprocess Engineering

331720M

Bio-network Engineering

331721

M

Basic Theory of Bio-networks

4 (Spring)Taro Maeda
Haruo Takemura
Toru Fujiwara
Susumu Date
Yuki Uranishi
Yuichi Ito
Masahiro Furukaw
Hiroshi Shimizu
Yoshihiro Toya
Naoki Wakamiya
Masaki Ogura

2224444222242
Fumio Matsuda
Nobuyuki Okahashi

M

Advanced Evolutional Systems

M

Human Information Engineering

331724

M

Introduction to Bioinformatic Engineering

All Staff

2222222331732

M

Introduction to Integrated Biological andInformation Engineering

Hiroshi Shimizu
Fumio Matsuda
Yoshihiro Toya
Nobuyuki Okahashi

331727

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

2663

3(2)Elective subject(2,1)Inter-disciplinary Subjects

Informartion Technology and Ethics

331006

G・M

English Presentation Skills

02331723

MΣ

2331722331005462331712

M222Hideo Matsuda
Shigeto Senoo331711

331426(1,1)+(1,2)Σ
6(1,2)Core Subjects（Elective）(Nobuyuki Shibano)(Hideharu Nakajima)(Hiroaki Sugiyama)（Masakazu Ishihata)(Takashi Hattori)（Masaya Hirashima）(Hiroshi Ban)
(Yasushi Naruse)

NecessaryUpperlower limit
limit units
units

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

22

Bettina Wutzl

2*2

2*2331014

M

The Foundation of Intellectual Property(Focusing on Computer Science)(Shuichi Mukai)(Tsuyoshi Masuda)& Other331030

M

Innovation Management

Minoru EtoYuko Sasahara

2331135

M

Topics in Frontiers of Mathematics

Kouichi Yasui

22331203

M

Computational Informatics

Takayuki Wada

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22(2,1)+(2,2)+(2,3)

0

Σ

0

Master's Program Subject and Completion Requirements 2022
Department of Bioinformatic Engineering

Code331204

M

Mathematical Programming

Yutaro Yamaguchi

2331225

M

Topics on Nonlinear Phenomena

Hideyuki Suzuki

22331208

M

Advanced Statistical Analysis

22331222

M

Advenced Introduction to Information
Pysicscal ScienceHiroshi Morita
All staff of dept. ofInformation andPhysical Sciences331303

MParallel Programming

2331308

M

Theory of Distributed System Software

2331325

M

Fundamentals of Computer Science331404

M

Computer-Aided System-on-a-Chip Design

331409M

System Interface Design

Haruo Takemura
Yuki Uranishi

2331502

M

Multimedia Network

Shin-ichi Arakawa

2331511

A completion requirements item name andsubject name

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

Classification

M

Economics of Information Network

331525

M

Advanced Introduction to Information
Networking

331635

M

Big Data Engineering

Unit Spring

SpringFall and
Fall andandand
Winter
WinterSummerSummer
Terms
Terms
Terms
Terms

Instructor

2All staff of dept. ofComputer Science

22222

Hirozumi Yamaguchi(Keita Arai)
All staff of dept. ofInformation
Networking
Makoto Onizuka
Chuan Xiao

2222222331636

M

Big Data Analytics

331621

M

Information Security

331639

G・M

Studies on International Integrated Sciences

Leibnitz Kenji
Ferdinand Peper
Cruz Jason Paul
Miranda22331730

M

Seminar on Biomedical Engineering

All staff of dept. of
BioinformaticEngineering

22331731

M

Exercises on Biomedical Informatics

All staff of dept. of
BioinformaticEngineering

12

Humanware Fundamentals I M

MAHZOON HAMED
Satoru Iwasaki
Taisuke Izumi
Hiroshi Shimizu
Takahiro Hara

222222331031

M

2331032

M

Humanware Fundamentals II M

Satoru Iwasaki
Taisuke Izumi
Suguru Shimomura
Ittetsu Taniguchi
Shin-ichi Arakawa
Takuya Maekawa
Nobuyuki Okahashi
Takahiro Hara

331033

M

Humanware Innovation Creation M

Toshimitsu Masuzawa
Takahiro Hara
Shigeru Kondo
Hiroshi Ishiguro

331034

M

Humanware Seminar M

22Ittetsu Taniguchi
Nobuyuki Okahashi
Fumihiko Ino
MAHZOON HAMED

21111

Satoru Iwasaki
Hiroshi Shimizu331035

M

Humanware Innovation Introduction M

Tatsuhiro Tsuchiya
Naoki Wakamiya

2331036

M

Humanware Communication M

Shin-ichi Arakawa
Suguru Shimomura
Takahiro Hara

2331037

M

Humanware Laboratory Rotation M

Fumihiko Ino

211331038

M

Internship (Short Term) M

Takuya Maekawa
Naoki Wakamiya
Satoru Iwasaki

233331039

MInternship (Long Term) M

Takuya Maekawa
Naoki Wakamiya
Satoru Iwasaki

46

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11Unitmultiplication
methodNecessaryUpper
lower limit
limit unitsunits

Master's Program Subject and Completion Requirements 2022
Department of Bioinformatic Engineering

CodeClassification

A completion requirements item name andsubject name

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

Unit Spring

SpringFall andFall andandand
Winter
WinterSummerSummer
Terms
Terms
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

Academic Internship Abroad M(S)331041

G・M

Overseas Internship (Long Term) M

331027

G・M

Academic Internship Abroad M(L)

NecessaryUpper
lower limit
limit unitsunits

00

Toru Fujiwara
Satoru Iwasaki

233

All Staff
Toru Fujiwara
Satoru Iwasaki

466466All Staff

812

12(2,3,2)0(6)(2,3,3)0(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
Global Literacy Educational and Major subjects' characteristics.
8. If you have acquired subjects with both Advanced Global Literacy 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 and Advanced Global Literacy Educational subjects offered by other graduates schools (or other institutions) inOsaka university, the subjects approved by Department of Bioinformatic Engineering can be included for Requirements for Completion up to 2 credits for Advanced LiberalArts Educational subjects and 1 credit for Advanced Global Literacy Educational subjects.
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）」「高度国際性涵養教育科目リスト（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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