(Replay) Machine learning in communication networks

Workshop

Watch

* Register (or log in) to the Neural Network to add this session to your agenda or watch the replay

Date

20 October 2023

Timeframe

10:00 - 17:00 CEST Geneva

Duration

7 hours

This is a replay of a workshop that took place in the ITU on the 5^th of July, during the AI for Good Global Summit in Geneva, Switzerland.

The “Machine learning in communication networks” workshop delves into the rapidly evolving landscape of AI-driven networks, as we journey from 5G to 6G and beyond. It brings together experts from across the industry to discuss the challenges and opportunities that arise from the integration of machine learning and artificial intelligence in network design and operations.

Through four captivating sessions, attendees will explore the impact of generative AI on network use cases, the future of AI-native open networks, the dilemma faced by operators in choosing the right platforms for 6G, and the integration of AI/ML in 6G and future networks. Experts will discuss the role of standards organizations in this technological transformation, addressing the challenges of data privacy, architecture evolution, and the balance between cloud and edge computing.

Join us for an engaging and insightful conference, as we examine the transformative potential of AI and machine learning in shaping the next generation of networks, and work together to build a more connected, intelligent, and innovative future.

Programme
Speakers

Tom Luo

Professor

The Chinese University of Hong Kong, Shenzhen

Zhi-Quan (Tom) Luo is the Vice President (Academic) of The Chinese University of Hong Kong, Shenzhen, where he has been a professor since 2014. He is concurrently the Director of Shenzhen Research Institute of Big Data. Professor Luo received his Ph.D. in Operations Research from MIT in 1989 and his B.S. degree in Mathematics in 1984 from Peking University, China. His research interests lie in the area of optimization, big data, signal processing and digital communication, ranging from theory, algorithms to design and implementation. He served as the Chair of the IEEE Signal Processing Society Technical Committee on Signal Processing for Communications (SPCOM) and the Editor in Chief for IEEE Transactions on Signal Processing (2012--2014), and was an Associate Editor for many internationally recognized journals. Professor Luo is a Fellow of the Institute of Electrical and Electronics Engineers (IEEE) and the Society for Industrial and Applied Mathematics (SIAM). He received the 2010 Farkas Prize from the INFORMS Optimization Society, and the 2018 Paul Y. Tseng Memorial Lectureship from the Mathematical Optimization Society. He also received three Best Paper Awards in 2004, 2009 and 2011, a Best Magazine Paper Award in 2015, all from the IEEE Signal Processing Society, and a 2011 Best Paper Award from the EURASIP. In 2014, he was elected to the Royal Society of Canada. Professor Luo was elected to the Chinese Acadmy of Engineering (as a foreign member) in 2021, and was awarded the Wang Xuan Applied Mathematics Prize in 2022 by the China Society of Industrial and Applied Mathematics.

Chih-Lin I

China Mobile Chief Scientist, Wireless Technologies

China Mobile Research Institute

Chih-Lin I is CMCC Chief Scientist of Wireless Technologies. She received Ph.D. EE from Stanford University. She has won 2005 IEEE ComSoc Stephen Rice Prize, 2018 Fred W. Ellersick Prize, and 2015 IEEE Industrial Innovation Award for Leadership and Innovation in Next-Generation Cellular Wireless Networks. She is the Chair of O-RAN Technical Steering Committee and an O-RAN Executive Committee Member, the Chair of FuTURE 5G/6G SIG, the Chair of WAIA (Wireless AI Alliance) Executive Committee, an Executive Board Member of GreenTouch, a Network Operator Council Founding Member of ETSI NFV, a Steering Board Member and Vice Chair of WWRF, a Steering Committee member and the Publication Chair of IEEE 5G and Future Networks Initiatives, a member of IEEE ComSoc SDB, SPC, and CSCN-SC, and a Scientific Advisory Board Member of Singapore NRF. She has 100+ patents, published 200+ Journal and conference papers, and 3 books. Her current research interests center around ICDT Deep Convergence: “From Green & Soft to Open & Smart”.

Slawomir Stanczak

Professor

Fraunhofer Heinrich Hertz Institute (HHI)

Slawomir Stanczak studied electrical engineering with specialization in control theory at the Wroclaw University of Technology and at the Technical University of Berlin (TU Berlin). He received the Dipl.-Ing. degree in 1998 and the Dr.-Ing. degree (summa cum laude) in electrical engineering in 2003, both from TU Berlin; the Habilitation degree (venialegendi) followed in 2006. Since 2015, he has been a Full Professor for network information theory with TU Berlin and the head of the Wireless Communications and Networks department at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute (HHI). Prof. Stanczak has been involved in research and development activities in wireless communications since 1997. In 2004 and 2007, he was a Visiting Professor with RWTH Aachen University and in 2008, he was a Visiting Scientist with Stanford University, Stanford, CA, USA. He is a co-author of two books and more than 200 peer-reviewed journal articles and conference papers in the area of information theory, wireless communications, signal processing and machine learning. Prof. Stanczak received research grants from the German Research Foundation and the Best Paper Award from the German Communication Engineering Society in 2014. He was a Co-chair of the 14th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2013). Between 2009 and 2011, he was an Associate Editor of the European Transactions for Telecommunications (information theory) and an Associate Editor of the IEEE Transactions on Signal Processing between 2012 - 2015 and the chair of the ITU-T Focus Group on Machine Learning for Future Networks including 5G from 2017 - 2020. Since 2020, Prof. Stanczak is chairman of the 5G BERLIN association and an Editor of the IEEE Journal on Selected Areas in Communications for the special issue “Machine Learning in Communications and Networks”. Since 2021 he is coordinator of the 6G Research & Innovation Cluster and the flagship project CampusOS.

Francesc Wilhelmi

Professor

Universitat Pompeu Fabra (UPF)

Francesc is a Tenure Track Professor at Universitat Pompeu Fabra (UPF). Previously, he was with Nokia Bell Labs and Centre Tecnològic de Telecomunicacions de Catalunya (CTTC). His main research interests are in Wi-Fi technologies and their evolution, network simulators and network digital twinning, machine learning, decentralized learning, and distributed ledger technologies.

Henning Sanneck

Research Manager

EU SNS-JU 6G-MIRAI-HARMONY project

Henning Sanneck is a research manager wireless technology at Apple. After he received his Dr.-Ing. (PhD) degree in Electrical Engineering from the Technical University of Berlin in 2000, Henning joined Siemens - Mobile Networks, becoming an Innovation Project Manager in 2003. In 2007, at the formation of Nokia Siemens Networks, he started to lead a line team creating Self Organizing Networks (SON) concepts and demos. Since 2009 Henning and his team worked to apply Analytics and Machine Learning technologies to Radio Network Management using network data- and simulation-based approaches. In 2014/15, as Head of Cognitive Network Management, he also was the coordinator of the research & standardization work, including strategy development and technology transfer. From 2016 to 2022 Henning acted as Research Department Head for 5G/6G Network Automation, providing vision, strategy, concepts and IPR to support Nokia's 3GPP and ETSI standardization efforts (with his department continuously involved in nationally (BMBF) and internationally (EU) funded research projects). Henning published 80+ papers and has 35 patents granted or published. He was co-editor of the book "LTE Self-Organizing Networks" (2011) and co-author of the book "Towards Cognitive Autonomous Networks" (2020).

José Suárez-Varela

Researcher

Telefonica Research

José Suárez-Varela is an Associate Researcher at Telefónica Research. Prior to this, he was a postdoctoral researcher at the Barcelona Neural Networking center (BNN-UPC). He holds a Ph.D. in Computer Science from the Universitat Politècnica de Catalunya (UPC), in 2020, and a B.Sc and M.Sc. degrees in Telecommunication Engineering from the Universidad de Granada (UGR). He was co-Principal Investigator of the IGNNITION project (H2020 NGI POINTER), and main organizer of the Graph Neural Networking challenge, an international competition organized as part of the ITU AI/ML in 5G challenge. During 2019, he was a visiting researcher at the University of Siena, Italy, under the supervision of Prof. Franco Scarselli. His main research interests are in the field of Deep Learning for Mobile Networks, including network control and management, traffic monitoring and analysis, and cybersecurity.

Salih Ergut

Chief Data Science, R&D, and Strategy Officer

OREDATA

Salih Ergüt is the Chief Data Science, R&D, and Strategy Officer at OREDATA, a consultancy firm providing cloud, big data, and data science services to various sectors, such as financial services, e-commerce, gaming, telecom, manufacturing, retail, oil and gas, and public sectors. With more than 20 years of experience in the IT and telecommunication domains, he has worked for various service and solution provider companies, including Ericsson Wireless, Aware, NextWave, and Turk Telekom Group. In addition to his professional work, he is also involved with the International Telecommunications Union (ITU), currently serving as the Vice Chairman of the focus group on "Autonomous Networking," and previously serving as the Vice Chairman of the focus group on "Machine Learning for Future Networks including 5G." He holds a Bachelor's degree in Electrical Engineering from Bilkent University, a Master's degree in Electrical and Computer Engineering from Northeastern University, and a Ph.D. in Electrical and Computer Engineering from the University of California San Diego. His research interests include wireless communications, machine learning, big data technologies, network automation, and the explainability of machine learning algorithms.

Wei Meng

Director of standard and open source planning

ZTE

Wei Meng is the director of standard and open-source planning at ZTE Corporation for more than 10 years. Wei is an active Project Team Lead (PTL) of OF-CONFIG in Opendaylight. He is mainly engaged in pre-research and development on Networking and AI. He also has a rich experience in SDN, NFV, IPv6, SFC.

Fathi Abdeldayem

Lead Technology Standardization and Evolving Technologies

du UAE

Telecommunication Standardization subject matter expert with +25 years of experience. Leading cross-functional projects coordinating with global key partners, vendors, and customers. Interfacing the cooperation from standardization point of view with global Tier 1 telecommunication industry players and global Standardization bodies GSMA, GCF, ITU, ETSI, 3GPP, LCA and MetaVerse Standardization Forum. An expert level in Project management and product management, besides International Business management. Leading the Technology standardization involvement as a technology standards expert interfacing with GSMA, GCF, ITU, ETIS, 3GPP, LCA, MetaVesre Standardization Forum. Mr. Abdeldayem, started his career at Siemens Germany as an R&D MSC, student for Chipset and terminal development. Moved to automotive industry working for BMW and Audi (Germany). Shifted back to Telecommunication branch as consultant expert with o2 Germany. Managing cross functional accounts, building the strategy demand for Technology and Business divisions. Mr. Abdeldayem, has a wide expertise in creating strategy and roadmap for the company terminal portfolio. His next career section was Telefonica Germany developing and managing E2E terminal portfolio for Telefonica Germany end user including software engineering, Requirements engineering, managing Tier 1 key Terminal vendors. Mr. Abdeldayem has an expert level know-how in Telecommunication technologies, such as LTE, VoLTE, VoWiFi,5G NSA -SA, e-SIM, LiFi, Smart City deployments, Internet of Things, AI, ML, LiFi standardization, and MetaVerse Standardization. He is Winner of the 1st place Innovation Prize from du in H H Sheikh Mohammed bin Rashid Al Maktoum Innovation Week, Founder of the BE-AT-The Top work process, initiator of the UAE/GCC Profile Initiative and the Initiator of the 5G MENA Conference in cooperation with the Global Certification Forum (GCF).

Karim Rabie

Principal Architect

Red Hat

Karim Rabie is an ICT Architect with 18 years of experience in diverse fields of Networks, Mobility, OSS, Cloud & Orchestration domains. He currently holds the position of Principal Telco Architect at Red Hat, with previous Technical and consulting roles at NEC, Netcracker, Tech Mahindra, STC, Nokia, Huawei, Equinox, & Orange. He is recognized as one of the Telco industry leaders with solid community contribution delivering numerous Webinars and Sessions focusing on Cloud, 5G, AI, & Digital Transformation, in addition to being a former member of multiple working groups such as OPNFV End-user Advisory Group, ETSI NFV Network Operators Council, ITU 5G Machine Learning Focus Group, & CNTT Edge Working Group.

Paul Harvey

Lecturer

University of Glasgow

Paul Harvey is a lecturer in Autonomous Systems at the <a href="https://www.gla.ac.uk/schools/engineering/" target="_blank" rel="noopener">James Watt School of Engineering</a>, University of Glasgow. Here, he is exploring the cross-section of technologies and skills required for safe and meaningful fully-autonomous behaviour of both design and operation. Additionally, he is a working group co-chair in the UN’s ITU-T <a href="https://www.itu.int/en/ITU-T/focusgroups/an/Pages/default.aspx" target="_blank" rel="noopener">Focus Group on Autonomous Networks</a> and a visiting researcher at the <a href="https://www.strath.ac.uk/science/computerinformationsciences/" target="_blank" rel="noopener">University of Strathclyde</a>. Paul also possess extensive experience in industrial research, where he was co-founder and research lead of the <a href="https://netlab.mobile.rakuten.co.jp/" target="_blank" rel="noopener">Rakuten Mobile Innovation Studio</a>, and is a strong believer in open and collaborative research.

Thomas Basikolo

Programme Coordinator

International Telecommunication Union (ITU)

Thomas BASIKOLO is Programme Coordinator in the Study Groups and Policy Department of the ITU Telecommunication Standardization Bureau (TSB). He coordinates and manages the AI for Good’s Machine Learning activities (including ML5G), is ITU lead of the Green Computing Pillar of the Green Digital Action, and is an advisor to the ITU-T Focus Group on AI-Native Networks. Prior to joining ITU, he worked as a Research Engineer in the Engineering Department of Microwave Factory Co., Ltd, Tokyo, Japan. He received a PhD in Electrical and Computer Engineering from Yokohama National University, Japan. He is recipient of multiple Best Paper Awards, the IEEE AP–S Japan Student Award and the Young Engineer of the year award by IEEE AP–S Japan in 2018. He has co-authored peer-reviewed journal and conference papers, predominantly in the areas wireless communications and antenna engineering. He serves as a Reviewer of IEEE and IEICE Journals. His interests includes, machine learning, deep learning, artificial intelligence and network science, and their applications in wireless networks as well as how technology can be used to advance the UN SDGs.

Vishnu Ram OV

Independent Research Consultant

International Telecommunication Union (ITU)

Vishnu has hands-on experience in the field of Telecom industry for more than 25 years, developing and implementing standards, and holds many international granted patents. Vishnu currently works as an independent consultant, is a Vice Chair of ITU Focus Group on Autonomous Networks and the co-convener of ITU Correspondence Group on datasets. Previously, he was a co-editor of ITU-T Focus Group specifications on Machine learning in 5G. His current passion includes coordinating standards initiatives, industry bodies, open source and academia, mentoring student projects and coordinating the ITU “AI/ML in 5G“ Challenge across the globe. He also curates and moderates webinars under the ITU Machine learning 5G webinar series and AI for Good. Vishnu was nominated as Scientific Advisory Board Associate (SABA) member of Motorola Networks and is a senior member of IEEE. He holds a Masters degree in Computer Science and Engineering from Indian Institute of Technology, Delhi.

Ahmed Alkhateeb

Assistant Professor

Arizona State University

Ahmed Alkhateeb received his B.S. and M.S. degrees in Electrical Engineering from Cairo University, Egypt, in 2008 and 2012, and his Ph.D. degree in Electrical Engineering from The University of Texas at Austin, USA, in 2016. After the Ph.D., he spent some time as a Wireless Communications Researcher at the Connectivity Lab, Facebook, before joining Arizona State University (ASU) in Spring 2018, where he is currently an Assistant Professor in the School of Electrical, Computer, and Energy Engineering. His research interests are in the broad areas of wireless communications, signal processing, machine learning, and applied math. Dr. Alkhateeb is the recipient of the 2012 MCD Fellowship from The University of Texas at Austin, the 2016 IEEE Signal Processing Society Young Author Best Paper Award, and the NSF CAREER Award in 2021.

Bilel Jamoussi

Deputy to the Director and Chief of Telecommunication Standardization Policy Department, TSB

International Telecommunication Union (ITU)

A distinguished engineer, leader, and diplomat; multilingual standardization expert and holder of 23 patents, Tunisian born Dr Bilel Jamoussi is the Deputy to the Director and Chief of Telecommunication Standardization Policy Department at the ITU Standardization Bureau (TSB) in Geneva, Switzerland. His primary mission is to establish international standards to promote universal, meaningful connectivity and champion sustainable digital transformation. He also aims to intensify industry engagement, ensure inclusivity in standards development and adoption, and bolster cooperation with other standardization bodies. Additionally, he is committed to leading in emerging tech discussions, building strategic partnerships, and pursuing organizational excellence. Previously, he was the Chief of the Study Groups Department of ITU Standardization Bureau (TSB) from 2010 and until 31 August 2023. He has led the coordination of the bureau’s standards moving activities into a new era characterized by digital transformation that needs an increased collaboration with vertical sectors such as healthcare, transportation, utility, and banking. His innovative approach has served as a catalyst to launch new standards initiatives related to emerging technologies such as IoT, Blockchain, AI and Quantum, attracting a new wave of memberships from non-traditional players. A standout accomplishment of Dr Jamoussi is his effort in bridging the telecommunications and financial sectors. Through this, he paved the way for the creation of digital payments guidelines and standards that aim to foster financial inclusion on a global scale. Key achievements under his tenure have been important new standards while effectively managing staff by recruiting new talent, improving gender balance, delivering new work methods, and staying within budget. Prior to 2010, he worked in the private sector for 15 years and held senior executive positions such as Director of Standards for Nortel. In this role he participated in over 90 standards making bodies worldwide. In the Internet Engineering Task Force (IETF), he authored a number of Internet standards. As an IEEE Senior Member, he was elected to the IEEE Standards Association (IEEE-SA) Board of Governors and the IEEE-SA Corporate Advisory Group. He holds a BSc, MSc and PhD degrees in Computer Engineering from the Pennsylvania State University, USA. In addition to his many accomplishments, Dr Bilel Jamoussi is a pivotal figure in the global ICT community. He is a sought-after speaker at tech events worldwide like the Global Cybersecurity Forum (GCF), often taking the stage as a keynote speaker or panellist. His expertise and insights are in high demand by media outlets such as Financial Times, resulting in frequent interviews, podcast features, and media appearances. Bilel has lived in Tunisia, Canada, USA, and Switzerland, giving him a unique global viewpoint. He is fluent in Arabic, French, and English and speaks some Spanish and German.

Seizo Onoe

Director of the Telecommunication Standardization Bureau (TSB)

International Telecommunication Union (ITU)

Seizo Onoe took office as Director of the Telecommunication Standardization Bureau (TSB) at the International Telecommunication Union (ITU) on 1 January 2023. Before his election as TSB Director by ITU Member States, he completed an over 30-year career with Japanese mobile operator NTT DOCOMO. In 2021, he became Executive Vice President and Chief Standardization Strategy Officer for the Nippon Telegraph and Telephone (NTT) Corporation and a Fellow of NTT DOCOMO, INC. From 2017, he served as NTT DOCOMO’s Chief Technology Architect and President of its subsidiary DOCOMO Technology. Between 2012 and 2017, he served as NTT DOCOMO’s Chief Technology Officer and Executive Vice President, a Member of the Board of Directors, and Managing Director of R&D Innovation Division. Earlier, he served as Senior Vice President and Managing Director of NTT DOCOMO’s R&D Strategy Department and Managing Director of the company’s Radio Network Development Department. As TSB Director, he heads the part of ITU responsible for the coordination of technical standards and collaborative standardization processes that enable the interconnection and interoperability of information and communication technologies (ICTs) worldwide. Mr Onoe is committed to facilitating open and inclusive standardization processes, along with promoting digital technologies to address global issues, building a new ecosystem that reflects evolving technologies, and strengthening cooperation and collaboration in ICT standardization worldwide. Known in the industry as “the father of LTE” (Long-Term Evolution), he helped upgrade the wireless broadband standard for mobile devices and networks. He now aims for global outreach to bridge standardization gaps, deliver the benefits of technology widely and speedily, and ensure meaningful and affordable broadband access for everyone. Mr Onoe holds a Master’s degree in electronics from the Kyoto University Graduate School of Engineering.

Tim O’Shea

Co-Founder & CTO

DeepSig Inc

Tim is Co-Founder & CTO at DeepSig Inc, a venture-backed startup building unique AI/ML driven baseband technology which is pioneering the route to the AI-Native 6G RAN, making 4G MIMO and 5 mMIMO vRAN systems performant and autonomous, and pioneering the data-driven sensing and communications intersection with OmniSIG, the state of the art in data-driven wideband RF emission detection, mapping and analytics for vRAN and off-network sensing applications. Tim also serves as a research assistant professor at Virginia Tech in Arlington, VA, and previously worked with a USG lab on applied software and cognitive radio R&D helping lead the GNU Radio project. He is a Co-Chair of the IEEE Emerging Technology Area on Machine Learning for Communications, an editor for Transactions on Wireless Communications and TCCN, and organizer for IEEE SPAWC, IEEE INFOCOM, IEEE GlobeCom, IEEE ICC MLC workshops, GNU Radio Conference, and other events. He has authored of over 50 peer reviewed works with over 4500 citations, over 40 patents on machine learning in wireless communications. Previously he has previously worked with Hawkeye 360, Federated Wireless, Cisco Systems, and Stochastic Research. He has served on technical advisory boards for NSF, DARPA, EU HORIZON 2020, and other USG programs, and he completed his PhD from Virginia Tech ECE in 2017 and his BS/MS in ECE at NC State in 2007.

James Agajo

Professor

Federal University of Technology Minna Nigeria

James Agajo received a Bachelor of Engineering (B.Eng) degree in electrical and computer engineering from the Federal University of Technology Minna, and a Master of Engineering (M.Eng.) degree in electronics and telecommunication engineering from Nnamdi Azikiwe University, with a PhD in telecommunication and computer engineering from Nnamdi Azikiwe University. A former HOD, acting director, and postgraduate coordinator, Dr. James Agajo is presently a professor and Head of the Wireless Communication Network and Intelligent System Research Group at the School of Electrical Engineering, the Federal University of Technology Minna. He has published over 130 articles and received many awards, including IBM AI Analyst Master’s Award, IBM AI Analyst Award, IBM IoT Cloud Developer Award, IBM Blockchain Developer Award, and IBM Telecommunications Insights & Solutions.

Fidelis Ikechukwu Onah

Senior Member

IEEE

Engr Dr. Fidelis Ikechukwu Onah is a Senior Member of the Institute of Electrical Electronic Engineering, Member of the Nigerian Society of Engineers, and a Fellow of the Nigerian Institute of Electrical Electronic Engineering. Dr Onah has an Ordinary National Diploma in Electrical/Electronic Engineering from the Institute of Management and Technology, Enugu, and a Master of Science degree with First Class Honours from the Moscow Technical University of Communications and Informatics, Moscow, Russia (USSR), a Post Graduate Diploma in Computer Science, from the University of Lagos, and a Doctor of Philosophy degree PhD, in Electronic Engineering from the University of Nigeria, Nsukka. Dr Onah worked with Data Sciences Nigeria Limited, and later joined the services of the Nigerian Communications Commission serving in various capacities, in the Spectrum Administration Department heading the Spectrum Planning and Licensing Unit and later the Spectrum Monitoring, Coordination and Interference Resolution Unit. He headed the Human Capital and Infrastructure Group and Special Projects as the Director and later the Department of Technical Standards and Network Integrity also as the Director. He represented the Commission in several technical Committees both within and outside the Country. He is researching in different topics of the Electronics Engineering and he has published several technical papers and delivered several technical papers in Conferences and workshops. He is presently a Senior Lecturer at the Veritas University, Abuja in the Dept of Electronic and Computer Engineering, Faculty of Engineering.

Discover more from programme stream

Workshop

AI Skills Coalition partners lunch

9 July 2025 - 12:30 to 13:45

AI & virtual worlds: Building the cities and governments of...

9 July 2025 - 09:00 to 12:15

Country or Area	ISO-alpha2 Code	ISO-alpha3 Code	Developed / Developing regions
Algeria	DZ	DZA	Developing
Egypt	EG	EGY	Developing
Libya	LY	LBY	Developing
Morocco	MA	MAR	Developing
Sudan	SD	SDN	Developing
Tunisia	TN	TUN	Developing
Western Sahara	EH	ESH	Developing
British Indian Ocean Territory	IO	IOT	Developing
Burundi	BI	BDI	Developing
Comoros	KM	COM	Developing
Djibouti	DJ	DJI	Developing
Eritrea	ER	ERI	Developing
Ethiopia	ET	ETH	Developing
French Southern Territories	TF	ATF	Developing
Kenya	KE	KEN	Developing
Madagascar	MG	MDG	Developing
Malawi	MW	MWI	Developing
Mauritius	MU	MUS	Developing
Mayotte	YT	MYT	Developing
Mozambique	MZ	MOZ	Developing
Réunion	RE	REU	Developing
Rwanda	RW	RWA	Developing
Seychelles	SC	SYC	Developing
Somalia	SO	SOM	Developing
South Sudan	SS	SSD	Developing
Uganda	UG	UGA	Developing
United Republic of Tanzania	TZ	TZA	Developing
Zambia	ZM	ZMB	Developing
Zimbabwe	ZW	ZWE	Developing
Angola	AO	AGO	Developing
Cameroon	CM	CMR	Developing
Central African Republic	CF	CAF	Developing
Chad	TD	TCD	Developing
Congo	CG	COG	Developing
Democratic Republic of the Congo	CD	COD	Developing
Equatorial Guinea	GQ	GNQ	Developing
Gabon	GA	GAB	Developing
Sao Tome and Principe	ST	STP	Developing
Botswana	BW	BWA	Developing
Eswatini	SZ	SWZ	Developing
Lesotho	LS	LSO	Developing
Namibia	NA	NAM	Developing
South Africa	ZA	ZAF	Developing
Benin	BJ	BEN	Developing
Burkina Faso	BF	BFA	Developing
Cabo Verde	CV	CPV	Developing
Côte d’Ivoire	CI	CIV	Developing
Gambia	GM	GMB	Developing
Ghana	GH	GHA	Developing
Guinea	GN	GIN	Developing
Guinea-Bissau	GW	GNB	Developing
Liberia	LR	LBR	Developing
Mali	ML	MLI	Developing
Mauritania	MR	MRT	Developing
Niger	NE	NER	Developing
Nigeria	NG	NGA	Developing
Saint Helena	SH	SHN	Developing
Senegal	SN	SEN	Developing
Sierra Leone	SL	SLE	Developing
Togo	TG	TGO	Developing
Anguilla	AI	AIA	Developing
Antigua and Barbuda	AG	ATG	Developing
Aruba	AW	ABW	Developing
Bahamas	BS	BHS	Developing
Barbados	BB	BRB	Developing
Bonaire, Sint Eustatius and Saba	BQ	BES	Developing
British Virgin Islands	VG	VGB	Developing
Cayman Islands	KY	CYM	Developing
Cuba	CU	CUB	Developing
Curaçao	CW	CUW	Developing
Dominica	DM	DMA	Developing
Dominican Republic	DO	DOM	Developing
Grenada	GD	GRD	Developing
Guadeloupe	GP	GLP	Developing
Haiti	HT	HTI	Developing
Jamaica	JM	JAM	Developing
Martinique	MQ	MTQ	Developing
Montserrat	MS	MSR	Developing
Puerto Rico	PR	PRI	Developing
Saint Barthélemy	BL	BLM	Developing
Saint Kitts and Nevis	KN	KNA	Developing
Saint Lucia	LC	LCA	Developing
Saint Martin (French Part)	MF	MAF	Developing
Saint Vincent and the Grenadines	VC	VCT	Developing
Sint Maarten (Dutch part)	SX	SXM	Developing
Trinidad and Tobago	TT	TTO	Developing
Turks and Caicos Islands	TC	TCA	Developing
United States Virgin Islands	VI	VIR	Developing
Belize	BZ	BLZ	Developing
Costa Rica	CR	CRI	Developing
El Salvador	SV	SLV	Developing
Guatemala	GT	GTM	Developing
Honduras	HN	HND	Developing
Mexico	MX	MEX	Developing
Nicaragua	NI	NIC	Developing
Panama	PA	PAN	Developing
Argentina	AR	ARG	Developing
Bolivia (Plurinational State of)	BO	BOL	Developing
Bouvet Island	BV	BVT	Developing
Brazil	BR	BRA	Developing
Chile	CL	CHL	Developing
Colombia	CO	COL	Developing
Ecuador	EC	ECU	Developing
Falkland Islands (Malvinas)	FK	FLK	Developing
French Guiana	GF	GUF	Developing
Guyana	GY	GUY	Developing
Paraguay	PY	PRY	Developing
Peru	PE	PER	Developing
South Georgia and the South Sandwich Islands	GS	SGS	Developing
Suriname	SR	SUR	Developing
Uruguay	UY	URY	Developing
Venezuela (Bolivarian Republic of)	VE	VEN	Developing
Kazakhstan	KZ	KAZ	Developing
Kyrgyzstan	KG	KGZ	Developing
Tajikistan	TJ	TJK	Developing
Turkmenistan	TM	TKM	Developing
Uzbekistan	UZ	UZB	Developing
China	CN	CHN	Developing
China, Hong Kong Special Administrative Region	HK	HKG	Developing
China, Macao Special Administrative Region	MO	MAC	Developing
Democratic People’s Republic of Korea	KP	PRK	Developing
Mongolia	MN	MNG	Developing
Brunei Darussalam	BN	BRN	Developing
Cambodia	KH	KHM	Developing
Indonesia	ID	IDN	Developing
Lao People’s Democratic Republic	LA	LAO	Developing
Malaysia	MY	MYS	Developing
Myanmar	MM	MMR	Developing
Philippines	PH	PHL	Developing
Singapore	SG	SGP	Developing
Thailand	TH	THA	Developing
Timor-Leste	TL	TLS	Developing
Viet Nam	VN	VNM	Developing
Afghanistan	AF	AFG	Developing
Bangladesh	BD	BGD	Developing
Bhutan	BT	BTN	Developing
India	IN	IND	Developing
Iran (Islamic Republic of)	IR	IRN	Developing
Maldives	MV	MDV	Developing
Nepal	NP	NPL	Developing
Pakistan	PK	PAK	Developing
Sri Lanka	LK	LKA	Developing
Armenia	AM	ARM	Developing
Azerbaijan	AZ	AZE	Developing
Bahrain	BH	BHR	Developing
Georgia	GE	GEO	Developing
Iraq	IQ	IRQ	Developing
Jordan	JO	JOR	Developing
Kuwait	KW	KWT	Developing
Lebanon	LB	LBN	Developing
Oman	OM	OMN	Developing
Qatar	QA	QAT	Developing
Saudi Arabia	SA	SAU	Developing
State of Palestine	PS	PSE	Developing
Syrian Arab Republic	SY	SYR	Developing
Turkey	TR	TUR	Developing
United Arab Emirates	AE	ARE	Developing
Yemen	YE	YEM	Developing
Fiji	FJ	FJI	Developing
New Caledonia	NC	NCL	Developing
Papua New Guinea	PG	PNG	Developing
Solomon Islands	SB	SLB	Developing
Vanuatu	VU	VUT	Developing
Guam	GU	GUM	Developing
Kiribati	KI	KIR	Developing
Marshall Islands	MH	MHL	Developing
Micronesia (Federated States of)	FM	FSM	Developing
Nauru	NR	NRU	Developing
Northern Mariana Islands	MP	MNP	Developing
Palau	PW	PLW	Developing
United States Minor Outlying Islands	UM	UMI	Developing
American Samoa	AS	ASM	Developing
Cook Islands	CK	COK	Developing
French Polynesia	PF	PYF	Developing
Niue	NU	NIU	Developing
Pitcairn	PN	PCN	Developing
Samoa	WS	WSM	Developing
Tokelau	TK	TKL	Developing
Tonga	TO	TON	Developing
Tuvalu	TV	TUV	Developing
Wallis and Futuna Islands	WF	WLF	Developing

Join Neural Network!

Join Neural Network!

Join Neural Network!

Join Neural Network!

Join Neural Network!

Join Neural Network!

(Replay) Machine learning in communication networks

AI Skills Coalition partners lunch

AI & virtual worlds: Building the cities and governments of...

Join the #AIforGood community

Join Neural Network!

Apply to be a Hub Leader

Apply to join a hub

Please fill in the form below

Please fill in the form below

The registration to attend online will open shortly

The registration to attend in person will open shortly

Please fill in the form below

Please fill in the form below

Join Neural Network!

Join Neural Network!

Join Neural Network!

Join Neural Network!

Join Neural Network!

Join Neural Network!

(Replay) Machine learning in communication networks

AI Skills Coalition partners lunch

AI & virtual worlds: Building the cities and governments of...

How artists are shaping the future of AI and creativity

Empowering youth to actively participate in shaping their cities and...

The 5th edition of the ITU AI/ML in 5G Challenge:...

Join the #AIforGood community

Join Neural Network!