Master's Program Subject and Completion Requirements 2024
Department of Bioinformatic Engineering

CodeClassific A completion requirements item name and subjectation
nameSchool hour a week
1st.Grade2nd.Grade
Instructor

Unitmultiplication
methodUnit Spring

SpringFall andFall andandand
Winter
WinterSummerSummer
Terms
Terms
Terms
Terms

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

2224

Σ06331003

M

Special Lectures on Information Science &Technology I(Nobuyuki Shibano)(Hideharu Nakajima)(Hiroaki Sugiyama)（Masakazu Ishihata)(Takashi Hattori)（Masaya Hirashima）(Hiroshi Ban)
(Yasushi Naruse)

331004

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

Taro MaedaMasahiro Furukawa

2331711

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

2331426

M

Introduction to Exercises on Information
Engineering for Interactive Creation A

Taro Maeda
Susumu Date
Yuki Uranishi
Yuichi Ito
Masahiro Furukawa

44331719

M

Bioprocess Engineering

Hiroshi Shimizu
Yoshihiro Toya

22331720

M

Bio-network Engineering

Naoki Wakamiya

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

22222(1,1)+(1,2)Σ6(1,2)Core Subjects（Elective）

2NecessaryUpper
lower limit
limit unitsunits

222
Hideo Matsuda
Shigeto Seno

24 (Spring)2224442
Fumio Matsuda
Nobuyuki Okahashi

222331732

M

Introduction to Integrated Biological andInformation Engineering

Hiroshi Shimizu
Fumio Matsuda
Yoshihiro Toya
Nobuyuki Okahashi
Teppei Niide
Taisuke Seike331727

M

Research on Bioinformatic Engineering IIa

All Staff

2331728

M

Research on Bioinformatic Engineering IIb

All Staff2331729

M

Internship on Bioinformatic Engineering

All Staff

26633(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

331014

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

1 / 3 ページ222*22*22(2,1)+(2,2)+(2,3)

0Σ0Master's Program Subject and Completion Requirements 2024
Department of Bioinformatic Engineering

CodeClassific A completion requirements item name and subjectation
nameSchool hour a week
1st.Grade2nd.Grade
Instructor

Unit Spring

SpringFall andFall andandand
Winter
WinterSummerSummer
Terms
Terms
Terms
Terms

331030

M

Innovation Management

Minoru Eto
Yuko Sasahara

2331135

M

Topics in Frontiers of Mathematics

Makoto Nakamura

22331203

M

Computational Informatics

Takayuki Wada

22331204

M

Mathematical Programming

Yutaro Yamaguchi

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

2331303

M

Parallel Programming

2331308

M

Theory of Distributed System Software

2331325

M

Fundamentals of Computer Science

All staff of dept. ofComputer Science

2222222331404

M

Computer-Aided System-on-a-Chip Design

Takao Onoye
Ittetsu Taniguchi
Norio Ito
Kimihiko Imamura
Shohei Yamada

331409M

System Interface Design

Haruo Takemura
Yuki Uranishi

22331431

M

Machine Learning Systems Theory

Yoshinobu Kawahara
Takuya Konishi

2222331502

M

Multimedia Network

Hideyuki Shimonishi
Shin-ichi Arakawa

331511

M

Economics of Information Network

Hirozumi Yamaguchi
Akira Uchiyama(Keita Arai)

331525M

All staff of dept. of
Advanced Introduction to Information Networking Information
Networking

2331635

M

Big Data Engineering

2331636

M

Big Data Analytics

331621

M

Information Security

331639

G・M

Studies on International Integrated Sciences

Leibnitz Kenji
Ferdinand Peper

22331730

M

Seminar on Biomedical Engineering

All staff of dept. ofBioinformaticEngineering

22331731

M

Exercises on Biomedical Informatics

All staff of dept. ofBioinformaticEngineering

12331031

M

Humanware Fundamentals I M

MAHZOON HAMED
Satoru Iwasaki
Shin'ichi Arakawa
Hiroshi Shimizu

22331032

M

Humanware Fundamentals II M

Taisuke Izumi
Satoru Iwasaki

22331033

M

Humanware Innovation Creation M

Toshimitsu Masuzawa
Shigeru Kondo
Hideyuki Takahashi

22331034

M

Humanware Seminar M

Makoto Onizuka
Chuan Xiao

22222

2

Nobuyuki Okahashi
Ittetsu Taniguchi
Yoshiki Higo
MAHZOON HAMED

21111

Hiroshi Shimizu
331035M

Humanware Innovation Introduction M

Tatsuhiro Tsuchiya
Naoki Wakamiya

2331036

M

Humanware Communication M

Suguru Shimomura
Shin-ichi Arakawa

22 / 3 ページ

11Unitmultiplication
methodNecessaryUpper
lower limit
limit unitsunits

Master's Program Subject and Completion Requirements 2024
Department of Bioinformatic Engineering

CodeClassific A completion requirements item name and subjectation
name

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

Unit Spring

SpringFall and
Fall andandand
Winter
WinterSummerSummer
Terms
Terms
Terms
Terms

331037

M

Humanware Laboratory Rotation M

Yoshiki Higo211331038

M

Humanware Internship (Short Term) M

Takuya Maekawa
Naoki Wakamiya
Satoru Iwasaki

233331039

M

Humanware Internship (Long Term) M

Takuya Maekawa
Naoki Wakamiya
Satoru Iwasaki

466Unitmultiplication
method(2,2)Others

NecessaryUpperlower limit
limit units
units

0
MAX{(2,3,1),(2,3,2),(2,3,3)}(2,3)Academic Internship Abroad(2,3,1)00

331040

G・M

Yasuyuki Matsushita
Humanware Overseas Internship (Short Term) M
Satoru Iwasaki

331025

G・M

Academic Internship Abroad M(S)331041

G・M

Humanware Overseas Internship (Long Term) M

331027

G・M

Academic Internship Abroad M(L)233

All Staff

466

Yasuyuki Matsushita
Satoru Iwasaki

466

All 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 22 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 331036 to 331041.

3 / 3 ページ