Research Centre for Data Analytics and Cognition La Trobe University, Bundoora, Victoria 3086, Australia.

Detailed Program

The detailed program is provided in an online searchable format, please use the search function on the right side of the screen. All times are in Australian Eastern Standard Time (AEST). HSI delegates who are presenting online will receive an email with Zoom links activated in each room.
DateRoomSession NameStartEndCode/Paper IDPaper TitleAuthors
Day 0HSI Deep Learning Workshop
Thursday 28 July 2022Registration desk opens8:009:00Registration desk opens
Thursday 28 July 2022Plenary RoomWorkshop9:0010:30W1Time Series Forecasting for Energy AIDr Kasun Bandara and Team CDAC
Thursday 28 July 2022Morning Tea10:3011:00Morning Tea
Thursday 28 July 2022Plenary RoomWorkshop11:0012:30W2CNNs for Computer VisionProfessor Jacek Ruminski
Thursday 28 July 2022Lunch12:3013:30Lunch
Thursday 28 July 2022Plenary RoomWorkshop13:3015:00W3Gesture-Based Machine InteractionDr Tomasz Kocejko
Thursday 28 July 2022Afternoon Tea15:0015:30Afternoon Tea
Thursday 28 July 2022Plenary RoomWorkshop15:3017:00W4Open Event: Women in STEM Opportunities and ChallengesTeam CDAC
Thursday 28 July 2022Plenary RoomWorkshop17:0018:30W5Hyperdimensional Computing and Neuromorphic AITeam CDAC
Thursday 28 July 2022Plenary RoomHSI2022 Deep Learning Trivia Night18:3021:00HSI2022 Deep Learning Trivia Night
Day 1
Friday 29 July 2022Registration desk opens8:009:00Registration desk opens
Friday 29 July 2022Plenary RoomOpening Keynote9:0010:30Opening Keynote - Graph Neural Networks at AWS AI by Professor George Karypis
Friday 29 July 2022Morning Tea10:3011:00Morning Tea
Plenary Session: Seminal Advances in Human System InteractionSession Chaired By:Prof. Jacek Rumiński and Dr. Rashmika Nawaratne
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction11:0011:18HSI22-000102Human System Interaction in Review: Opportunities and Challenges for Artificial IntelligenceDaswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction11:1811:36HSI22-000086Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction SystemsAlicja Kwasniewska,Sharath Raghava,Carlos Davila,Mikael Sevenier,David Gamba,Jacek Ruminski
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction11:3611:54HSI22-000026Systems Dynamics Modeling for Evaluating Socio-Technical Vulnerabilities in Advanced Persistent ThreatsMathew Nicho,Shini Girija
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction11:5412:12HSI22-000001An Interdisciplinary View on Humane Interfaces for Digital Shadows in the Internet of ProductionSebastian Pütz,Ralph Baier,Philipp Brauner,Florian Brillowski,Hannah Dammers,Luca Liehner,Niklas Rodemann,Sebastian Schneider,Alexander Schollemann,Linda Steuer-Dankert,Luisa Vervier,Thomas Gries,Carmen Leicht-Scholten,Saskia K. Nagel,Frank T. Piller,Günther Schuh,Martina Ziefle,Verena Nitsch,Alexander Mertens
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction12:1212:30HSI22-000058Perception of Supporting Agents Based on the Cognitive Responses of Recipients in a Helping SituationMasanari Ichikawa,Takafumi Sakamoto,Yugo Takeuchi
Friday 29 July 2022Lunch12:3013:30Lunch
Session 1.1: Advances in Robot and Sensor Session Chaired By:Prof. Young Soo Suh and Bibhu Sharma
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions13:3013:48HSI22-000046Gait analysis using body-installed RGB-D camera and inertial sensorsYoung Soo Suh,Duc Cong Dang
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions13:4814:06HSI22-000036Comparison Study of inertial Sensor Signal Combination for Human Activity Recognition Based on Convolutional Neural NetworksFarhad Nazari,Navid Mohajer,Darius Nahavandi,Abbas Khosravi,Saeid Nahavandi
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions14:0614:24HSI22-000057Optimal placement of IMU Sensor for the detection of children ActivityMagdalena Madej,Jacek Ruminski
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions14:2414:42HSI22-0000345G for Low-latency Human-Robot Collaborations; Challenges and SolutionsAptin Babaei,Parham Kebria,Saeid Nahavandi
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions14:4215:00HSI22-000067Physical Human-Robot Interaction (pHRI) through Admittance Control of Dynamic Movement Primitives in Sit-to-Stand Assistance RobotBibhu Sharma,Jackrit Suthakorn,Branesh M. Pillai
Friday 29 July 2022
Session 1.2: Net Zero Emissions and Energy AISession Chaired By:Andrew Jennings and Nishan Mills
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI13:3013:48HSI22-000041A Hybrid Tree-Based Ensemble Learning Model for Day-Ahead Peak Load ForecastingJihoon Moon,Sungwoo Park,Eenjun Hwang,Seungmin Rho
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI13:4814:06HSI22-000030Environmental and Social monitoring in existing building structures – results of a case study within several historical buildingsAlex Redlein,Lisa Thrainer
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI14:0614:24HSI22-000080Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon EmissionsNishan Mills,Harsha Moraliyage,Prabod Rathnayaka,Daswin de Silva,Andrew Jennings
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI14:2414:42HSI22-000090UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University SettingHarsha Moraliyage,Nishan Mills,Prabod Rathnayaka,Daswin de Silva,Andrew Jennings
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI14:4215:00HSI22-000089Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time SeriesPrabod Rathnayaka,Harsha Moraliyage,Nishan Mills,Daswin de Silva,Andrew Jennings
Friday 29 July 2022Afternoon Tea15:0015:30Afternoon Tea
Session 2.1: Advances in Ocular and Brain InterfacesSession Chaired By:Dr. Tomasz Kocejko and Dr. Mengjie Huang
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces15:3015:48HSI22-000059Eye-tracking everywhere a software Supporting disabled people in Interaction with computersTomasz Kocejko,Klaudia Solska
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces15:4816:06HSI22-000016Blink recognition using flexible graphene stress sensor and RFID chipless tagging technologyYaning Li,Lang Xiao,Wenjun Yang,Yafeng Niu
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces16:0616:24HSI22-000014POSSIBLE ONLINE-A method for distinguishing between involuntary and voluntary blinks based on graphene sensorQu Mengyuan,Zuo Hongrui,Yang Wenjun,Yafeng Niu
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces16:2416:42HSI22-000005A Dynamic Adjustment System of Vehicle Rearview Mirror using Gaze detectionZijian Han,Yafeng Niu,Wenjun Yang
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces16:4217:00HSI22-000048Deep learning approach on surface EEG Based Brain Computer InterfaceTomasz Kocejko,Lukasz Radzinski
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces17:0017:18HSI22-000062EEG error-related potentials elicited by user-initiated errors at different levels of game difficultyYuting Zheng,Mengjie Huang,Rui Yang
Session 2.2: Energy AI, Telediagnostics and BlockchainSession Chaired By:Andrew Jennings and Nishan Mills
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain15:3015:48HSI22-000071Data-Correlation Energy Management of Smart Homes with Rooftop Photovoltaic and Plug-in Electric VehiclesHaoyong Chen,Zipeng Liang
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain15:4816:06HSI22-000099UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University SettingShashini Wimalaratne,Dilantha Haputhanthri,sachin kahawala,Gihan Sameera Wiriththamulla Gamage,Damminda Alahakoon,Andrew Jennings
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain16:0616:24HSI22-000091Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand ForecastingSachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain16:2416:42HSI22-000083Cooee: An Artificial Intelligence Chatbot for Complex Energy EnvironmentsGihan Sameera Wiriththamulla Gamage,Nishan Mills,Prabod Rathnayaka,Andrew Jennings,Damminda Alahakoon
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain16:4217:00HSI22-000040Computer Aided Telediagnostics System for Stoma PatientsRafał Zawislak,Mariusz Szwoch,Grzegorz Granosik,Anna Miarka,Joanna Mik-Wojtczak,Michał Mik
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain17:0017:18HSI22-000024An Analysis of the Features Considerable for NFT RecommendationsDinuka Piyadigama,Guhanathan Poravi
Friday 29 July 2022Plenary RoomWelcome Reception at the Conference Venue18:0021:00Welcome Reception at the Conference Venue
Day 2
Saturday 30 July 2022Registration desk opens8:009:00Registration desk opens
Saturday 30 July 2022Plenary RoomKeynote 29:0010:30Keynote 2 - Explainable AI in Cyber-Physical Systems - Professor Milos Manic
Saturday 30 July 2022Morning Tea10:3011:00Morning Tea
Session 3.1: Advances in Tactile and Kinesthetic InterfacesSession Chaired By:Prof. Yutang Wang and Dr. Tomasz Neumann
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces11:0011:18HSI22-000031Motion-Copying System Based on Modeling of Finger Force Characteristics using Upper Limb-EMGDaiki Sodenaga,Kosuke Egawa,Seiichiro Katsura
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces11:1811:36HSI22-000075Servo Control of Finger MP Joint by Functional Electrical Stimulation of Lumbrical and Extensor Digitorum MuscleIssei Ikura,Seiichiro Katsura
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces11:3611:54HSI22-000035Predicting Human Performance in Vertical Hierarchical Menu Selection in Immersive AR Using Hand-gesture and Head-gazeMajid Pourmemar,Charalambos Poullis,Yashas Joshi
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces11:5412:12HSI22-000029Identification of Wrist Elastic Moment in Healthy Subjects for Control by Functional Electrical StimulationAkinori Shimomura,Seiichiro Katsura
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces12:1212:30HSI22-000025Joint Space Based Force Sensorless Bilateral Control with BP Neural Network Gravity Compensation for 6-PSS Parallel ActuatorJiangtao Zheng,Yutang Wang,Chengwei Lu,Dapeng Tian
Session 3.2: Visual Media Computing and Cognitive ModelingSession Chaired By:Dr. Jeongho Cho and Dr. Abid Hussain
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling11:0011:18HSI22-000082HANDS: enHancing Academic performaNce via Deep foreStHuiyan Qiao,Yuling Ma,Yilong Yin
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling11:1811:36HSI22-000051Analysis of the influence of external conditions on temperature readings in thermograms and adaptive adjustment of the measured temperature valuePiotr Filipowicz,Mateusz Kowalewski,Kinga Słomińska,mariusz Kaczmarek
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling11:3611:54HSI22-000063Local Detail Enhancement Network for CNV Typing in OCT Imageschuanzhen xu,Xiaoming Xi,Xiao Yang,Sun Liangyun,Lingzhao Meng,Xiushan Nie
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling11:5412:12HSI22-000064Attention-based Interactions Network for Breast Tumor Classification with Multi-modality ImagesXiao Yang,Xiaoming Xi,chuanzhen xu,Liangyun Sun,Lingzhao Meng,Xiushan Nie
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling12:1212:30HSI22-000066Comparison of image pre-processing methods in liver segmentation taskKamil Kaczor,Paweł Nadachowski,Maksymilian Operlejn,Artur Piastowski,Marta Zielonka,Jan Cychnerski,Alicja Kwaśniewska
Saturday 30 July 2022Lunch12:3013:30Lunch
Session 4.1: Advances in Human Activity and Facial RecognitionSession Chaired By:Prof. Kanghyun Jo and Prof. Eenjun Hwang
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition13:3013:48HSI22-000056Fine-Grained Soccer Actions Classification using Deep Neural NetworkANIK SEN,Syed Md. Minhaz Hossain,Mohammad Ashraf Russo,Kaushik Deb,Kanghyun Jo
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition13:4814:06HSI22-000052Towards Safety in Open-field Agricultural Robotic Applications: A Method for Human Risk Assessment using ClassifiersJose Carlos Mayoral Banos,Lars Grimstad,Pål Johan From,Grzegorz Cielniak
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition14:0614:24HSI22-000081Person Search via Background and Foreground Contrastive learningQing Tang,Kanghyun Jo
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition14:2414:42HSI22-000072Face De-Identification Scheme using Landmark-Based InpaintingHyeonwoo Kim,Junsuk Lee,Eenjun Hwang
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition14:4215:00HSI22-000100Face Super-resolution Based on Multi-source ReferencesHui Yu,Muwei Jian,Rui Wang
Session 4.2: Innovations in Pedestrian and Transport Systems InteractionSession Chaired By:Prof. Jacek Rumiński and Prof. Yihsin Ho
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction13:3013:48HSI22-000021Pothole - related Traffic Safety Detection based on Deep LearningWEIYU WANG,Yihsin Ho
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction13:4814:06HSI22-000053AITP an AI Thermal Pedestrians DatasetAleksandra Górska,Patrycja Guzal,Iga Namiotko,Aleksandra Wędołowska,Martyna Włoszczyńska,Jacek Ruminski
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction14:0614:24HSI22-000019Pedestrian detection in low-resolution thermal imagesAleksandra Górska,Patrycja Guzal,Iga Namiotko,Aleksandra Wędołowska,Martyna Włoszczyńska,Jacek Rumiski
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction14:2414:42HSI22-000010Autonomous Driving Systems: An Overview of Challenges in Safety, Reliability and PrivacyRuqaiyah Memon,Keyvan Arezoo,Khalil Alipour,Mohammad Ghamari
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction14:4215:00HSI22-000085Vehicle Identification and Classification for Smart Transportation using Artificial Intelligence- A ReviewJagdish Patni
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction15:0015:18HSI22-000043Road Traffic Network Division for a Parallel Dynamic Network Loading AlgorithmTomas Potuzak,Frantisek Kolovsky
Saturday 30 July 2022Afternoon Tea15:0015:30Afternoon Tea
Session 5.1: Advances in Virtual Reality and Voice AssistantsSession Chaired By:Prof. Kaushik Deb and Prof. Thilo Sauter
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants15:3015:48HSI22-000045Intelligent Voice Assistants in home care: an initial overview on requirements, hopes and fears of professionalsEdith Birrer,Martin Biallas
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants15:4816:06HSI22-000018"Totally Unnecessary" or "Simply Convenient" – About Users and Non-Users of Voice AssistantsBettina Pospisil,Thilo Sauter,Albert Treytl,Edith Huber,Walter Seboeck
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants16:0616:24HSI22-000093Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality GamingThimal Kempitiya,Daswin de Silva,Ebonie Rio,Richard Skarbez,Damminda Alahakoon
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants16:2416:42HSI22-000044A Virtual Reality Study Investigating the Effect of Cybersickness on the Relationship Between Vection and Presence Across Environments with Varying Levels of Ecological RelevanceShady Mohamed,Saeid Nahavandi,Lars Kooijman,Houshyar Asadi
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants16:4217:00HSI22-000060Large monitors reduce tracking error in robot-assisted visual-motor tasksFabio Stroppa,Farshid Amirabdollahian,Antonio Frisoli
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants17:0017:18HSI22-000069How Virtual Body Continuity with Different Hand Representations Influence on User Perceptions and Task PerformanceJingjing Zhang,Mengjie Huang,Xiaohang Tang,Yiqi Wang,Rui Yang
Session 5.2: Innovations in Human-centric AI and Systems InteractionSession Chaired By:Prof. Sho Yokota and Prof Carsten Röcker
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction15:3015:48HSI22-000023Effect of Embodiment and Improving Japanese Students` English Pronunciation and Prosody with Humanoid RobotEvan Krisdityawan,Sho Yokota,Akihiro Matsumoto,Daisuke Chugo,Satoshi Muramatsu,Hiroshi Hashimoto
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction15:4816:06HSI22-000073User Expectations Regarding Design Dimensions of Adapative Assistance SystemsMario Heinz-Jakobs,Hendrik Oestreich,Sebastian Wrede,Carsten Röcker
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction16:0616:24HSI22-000068What Design Choices are Effective in Inducing Fear and Tension in First-Person PC Horror Games?Kai-Lun Liao,Mengjie Huang,Rui Yang
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction16:2416:42HSI22-000061Comparative Modern Retail Landscapes of Thai Retail Format Types: Omni-Channel and Value Proposition PerspectivesKorakit Piyamongkol,Singha Chaveesuk
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction16:4217:00HSI22-000017Interactive Painting Volumetric Cloud Scenes with Simple Sketches Based on Deep LearningLida Huang,Mirjam Palosaari Eladhari,Sindri Magnússon,Thomas Westin,Nanxu Su
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction17:0017:18HSI22-000006Study on the influence of Font Type on the Aesthetics Evaluation of Food PackagingXiaotong Chen,Wencheng Tang
Saturday 30 July 2022AquariumConference Dinner at the Melbourne Aquarium, King St, Melbourne18:0022:00Conference Dinner at the Melbourne Aquarium, King St, Melbourne
Day 3
Sunday 31 July 2022Plenary RoomOpening Keynote9:0010:30KN1Opening Keynote - AGI & Self-Structuring AI by Professor Damminda Alahakoon
Sunday 31 July 2022Morning Tea10:3011:00Morning Tea
Session 6.1: Innovations in Healthcare and Human EmotionsSession Chaired By:Dr. Lisa Thrainer and Dr. Achini Adikari
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions11:0011:18HSI22-000007Psychosocial Demands and the Acceptance of Mental Health Risk Monitoring Systems at WorkVera Barbara Rick,Christopher Brandl,Alexander Mertens,Verena Nitsch
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions11:1811:36HSI22-000101An Artificial Intelligence Framework for the detection of Emotion Transitions in Telehealth ServicesNishan Mills,Sajani Ranasinghe,Gihan Sameera Wiriththamulla Gamage,Harsha Moraliyage,Nikki McCaffrey,Jessica Bucholc,Katherine Lane,Angela Cahill,Vicki White,Daswin de Silva
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions11:3611:54HSI22-000022ScSer: Supervised Contrastive Learning for Speech Emotion Recognition using TransformersVarun Sai Alaparthi,Tejeswara Reddy,Deepak Abhiram Inagandla,Jay Prakash,Pramod Kumar Singh
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions11:5412:12HSI22-000002Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial IntelligenceKirishnni Prabagar,Kogul Srikandabala,NILAAN LOGANATHAN,Daswin de Silva,Gihan Gamage,Prabod Rathnayaka,Shehan Perera,Damminda Alahakoon
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions12:1212:30HSI22-000004A BERT-Based Idiom detection ModelGihan Sameera Wiriththamulla Gamage,Daswin de Silva,Achini Adikari,Damminda Alahakoon
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions12:3012:48HSI22-000049Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithmsAleksandra Fraczek,Gabriela Karwowska,Anna Jezierska,Magda Mazur-Milecka,Joanna Liss,Mateusz Miler
Session 6.2: Emerging Technologies in Human System InteractionSession Chaired By:Prof. Seiichiro Katsura, and Harsha Moraliyage
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction11:0011:18HSI22-000039A survey on Automation Technologies used in Network Control and ManagementAptin Babaei,Parham Kebria,Saeid Nahavandi
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction11:1811:36HSI22-000094Programmable smart articulated InterfaceJaafar Gaber,Souad Tayane,Mohamed Ennaji,Ahmed Amine Chafik
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction11:3611:54HSI22-000054Microtransactions in VR. a qualitative Comparison Between Voice User Interface and graphical User InterfaceKarolina Buchta,Piotr Wójcik,Justyna Janicka,Damian Gałuszka,Radosław Sterna,Magdalena Igras-Cybulska
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction11:5412:12HSI22-000027Communication Efficient Federated Learning Framework with Local Momentumrenyou xie,Xiaojun Zhou
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction12:1212:30HSI22-000042A Comparison of Time-Frequency Distributions for Deep learning-Based Speech Assessment of Aphasic PatientsAkshay Kumar,Seedahmed S. Mahmoud,Yin Wang,Serri Faisal,Qiang Fang
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction12:3012:48HSI22-000088Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional ComputingHarsha Moraliyage,sachin kahawala,Daswin de Silva,Damminda Alahakoon
Sunday 31 July 2022Lunch12:3014:00Lunch
End of ConferenceEnd of Conference
The detailed program is provided in an online searchable format, please use the search function on the right side of the screen. All times are in Australian Eastern Standard Time (AEST). HSI delegates who are presenting online will receive an email with Zoom links activated in each room.
DateRoomSession NameStartEndCode/Paper IDPaper TitleAuthors
Day 0HSI Deep Learning Workshop
Thursday 28 July 2022Registration desk opens8:009:00Registration desk opens
Thursday 28 July 2022Plenary RoomWorkshop9:0010:30W1Time Series Forecasting for Energy AIDr Kasun Bandara and Team CDAC
Thursday 28 July 2022Morning Tea10:3011:00Morning Tea
Thursday 28 July 2022Plenary RoomWorkshop11:0012:30W2CNNs for Computer VisionProfessor Jacek Ruminski
Thursday 28 July 2022Lunch12:3013:30Lunch
Thursday 28 July 2022Plenary RoomWorkshop13:3015:00W3Gesture-Based Machine InteractionDr Tomasz Kocejko
Thursday 28 July 2022Afternoon Tea15:0015:30Afternoon Tea
Thursday 28 July 2022Plenary RoomWorkshop15:3017:00W4Open Event: Women in STEM Opportunities and ChallengesTeam CDAC
Thursday 28 July 2022Plenary RoomWorkshop17:0018:30W5Hyperdimensional Computing and Neuromorphic AITeam CDAC
Thursday 28 July 2022Plenary RoomHSI2022 Deep Learning Trivia Night18:3021:00HSI2022 Deep Learning Trivia Night
Day 1
Friday 29 July 2022Registration desk opens8:009:00Registration desk opens
Friday 29 July 2022Plenary RoomOpening Keynote9:0010:30Opening Keynote - Graph Neural Networks at AWS AI by Professor George Karypis
Friday 29 July 2022Morning Tea10:3011:00Morning Tea
Plenary Session: Seminal Advances in Human System InteractionSession Chaired By:Prof. Jacek Rumiński and Dr. Rashmika Nawaratne
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction11:0011:18HSI22-000102Human System Interaction in Review: Opportunities and Challenges for Artificial IntelligenceDaswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction11:1811:36HSI22-000086Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction SystemsAlicja Kwasniewska,Sharath Raghava,Carlos Davila,Mikael Sevenier,David Gamba,Jacek Ruminski
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction11:3611:54HSI22-000026Systems Dynamics Modeling for Evaluating Socio-Technical Vulnerabilities in Advanced Persistent ThreatsMathew Nicho,Shini Girija
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction11:5412:12HSI22-000001An Interdisciplinary View on Humane Interfaces for Digital Shadows in the Internet of ProductionSebastian Pütz,Ralph Baier,Philipp Brauner,Florian Brillowski,Hannah Dammers,Luca Liehner,Niklas Rodemann,Sebastian Schneider,Alexander Schollemann,Linda Steuer-Dankert,Luisa Vervier,Thomas Gries,Carmen Leicht-Scholten,Saskia K. Nagel,Frank T. Piller,Günther Schuh,Martina Ziefle,Verena Nitsch,Alexander Mertens
Friday 29 July 2022Plenary RoomPlenary Session: Seminal Advances in Human System Interaction12:1212:30HSI22-000058Perception of Supporting Agents Based on the Cognitive Responses of Recipients in a Helping SituationMasanari Ichikawa,Takafumi Sakamoto,Yugo Takeuchi
Friday 29 July 2022Lunch12:3013:30Lunch
Session 1.1: Advances in Robot and Sensor Session Chaired By:Prof. Young Soo Suh and Bibhu Sharma
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions13:3013:48HSI22-000046Gait analysis using body-installed RGB-D camera and inertial sensorsYoung Soo Suh,Duc Cong Dang
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions13:4814:06HSI22-000036Comparison Study of inertial Sensor Signal Combination for Human Activity Recognition Based on Convolutional Neural NetworksFarhad Nazari,Navid Mohajer,Darius Nahavandi,Abbas Khosravi,Saeid Nahavandi
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions14:0614:24HSI22-000057Optimal placement of IMU Sensor for the detection of children ActivityMagdalena Madej,Jacek Ruminski
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions14:2414:42HSI22-0000345G for Low-latency Human-Robot Collaborations; Challenges and SolutionsAptin Babaei,Parham Kebria,Saeid Nahavandi
Friday 29 July 2022Room 1Session 1.1: Advances in Robot and Sensor Interactions14:4215:00HSI22-000067Physical Human-Robot Interaction (pHRI) through Admittance Control of Dynamic Movement Primitives in Sit-to-Stand Assistance RobotBibhu Sharma,Jackrit Suthakorn,Branesh M. Pillai
Friday 29 July 2022
Session 1.2: Net Zero Emissions and Energy AISession Chaired By:Andrew Jennings and Nishan Mills
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI13:3013:48HSI22-000041A Hybrid Tree-Based Ensemble Learning Model for Day-Ahead Peak Load ForecastingJihoon Moon,Sungwoo Park,Eenjun Hwang,Seungmin Rho
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI13:4814:06HSI22-000030Environmental and Social monitoring in existing building structures – results of a case study within several historical buildingsAlex Redlein,Lisa Thrainer
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI14:0614:24HSI22-000080Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon EmissionsNishan Mills,Harsha Moraliyage,Prabod Rathnayaka,Daswin de Silva,Andrew Jennings
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI14:2414:42HSI22-000090UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University SettingHarsha Moraliyage,Nishan Mills,Prabod Rathnayaka,Daswin de Silva,Andrew Jennings
Friday 29 July 2022Room 2Session 1.2: Net Zero Emissions and Energy AI14:4215:00HSI22-000089Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time SeriesPrabod Rathnayaka,Harsha Moraliyage,Nishan Mills,Daswin de Silva,Andrew Jennings
Friday 29 July 2022Afternoon Tea15:0015:30Afternoon Tea
Session 2.1: Advances in Ocular and Brain InterfacesSession Chaired By:Dr. Tomasz Kocejko and Dr. Mengjie Huang
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces15:3015:48HSI22-000059Eye-tracking everywhere a software Supporting disabled people in Interaction with computersTomasz Kocejko,Klaudia Solska
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces15:4816:06HSI22-000016Blink recognition using flexible graphene stress sensor and RFID chipless tagging technologyYaning Li,Lang Xiao,Wenjun Yang,Yafeng Niu
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces16:0616:24HSI22-000014POSSIBLE ONLINE-A method for distinguishing between involuntary and voluntary blinks based on graphene sensorQu Mengyuan,Zuo Hongrui,Yang Wenjun,Yafeng Niu
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces16:2416:42HSI22-000005A Dynamic Adjustment System of Vehicle Rearview Mirror using Gaze detectionZijian Han,Yafeng Niu,Wenjun Yang
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces16:4217:00HSI22-000048Deep learning approach on surface EEG Based Brain Computer InterfaceTomasz Kocejko,Lukasz Radzinski
Friday 29 July 2022Room 1Session 2.1: Advances in Ocular and Brain Interfaces17:0017:18HSI22-000062EEG error-related potentials elicited by user-initiated errors at different levels of game difficultyYuting Zheng,Mengjie Huang,Rui Yang
Session 2.2: Energy AI, Telediagnostics and BlockchainSession Chaired By:Andrew Jennings and Nishan Mills
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain15:3015:48HSI22-000071Data-Correlation Energy Management of Smart Homes with Rooftop Photovoltaic and Plug-in Electric VehiclesHaoyong Chen,Zipeng Liang
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain15:4816:06HSI22-000099UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University SettingShashini Wimalaratne,Dilantha Haputhanthri,sachin kahawala,Gihan Sameera Wiriththamulla Gamage,Damminda Alahakoon,Andrew Jennings
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain16:0616:24HSI22-000091Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand ForecastingSachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain16:2416:42HSI22-000083Cooee: An Artificial Intelligence Chatbot for Complex Energy EnvironmentsGihan Sameera Wiriththamulla Gamage,Nishan Mills,Prabod Rathnayaka,Andrew Jennings,Damminda Alahakoon
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain16:4217:00HSI22-000040Computer Aided Telediagnostics System for Stoma PatientsRafał Zawislak,Mariusz Szwoch,Grzegorz Granosik,Anna Miarka,Joanna Mik-Wojtczak,Michał Mik
Friday 29 July 2022Room 2Session 2.2: Energy AI, Telediagnostics and Blockchain17:0017:18HSI22-000024An Analysis of the Features Considerable for NFT RecommendationsDinuka Piyadigama,Guhanathan Poravi
Friday 29 July 2022Plenary RoomWelcome Reception at the Conference Venue18:0021:00Welcome Reception at the Conference Venue
Day 2
Saturday 30 July 2022Registration desk opens8:009:00Registration desk opens
Saturday 30 July 2022Plenary RoomKeynote 29:0010:30Keynote 2 - Explainable AI in Cyber-Physical Systems - Professor Milos Manic
Saturday 30 July 2022Morning Tea10:3011:00Morning Tea
Session 3.1: Advances in Tactile and Kinesthetic InterfacesSession Chaired By:Prof. Yutang Wang and Dr. Tomasz Neumann
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces11:0011:18HSI22-000031Motion-Copying System Based on Modeling of Finger Force Characteristics using Upper Limb-EMGDaiki Sodenaga,Kosuke Egawa,Seiichiro Katsura
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces11:1811:36HSI22-000075Servo Control of Finger MP Joint by Functional Electrical Stimulation of Lumbrical and Extensor Digitorum MuscleIssei Ikura,Seiichiro Katsura
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces11:3611:54HSI22-000035Predicting Human Performance in Vertical Hierarchical Menu Selection in Immersive AR Using Hand-gesture and Head-gazeMajid Pourmemar,Charalambos Poullis,Yashas Joshi
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces11:5412:12HSI22-000029Identification of Wrist Elastic Moment in Healthy Subjects for Control by Functional Electrical StimulationAkinori Shimomura,Seiichiro Katsura
Saturday 30 July 2022Room 1Session 3.1: Advances in Tactile and Kinesthetic Interfaces12:1212:30HSI22-000025Joint Space Based Force Sensorless Bilateral Control with BP Neural Network Gravity Compensation for 6-PSS Parallel ActuatorJiangtao Zheng,Yutang Wang,Chengwei Lu,Dapeng Tian
Session 3.2: Visual Media Computing and Cognitive ModelingSession Chaired By:Dr. Jeongho Cho and Dr. Abid Hussain
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling11:0011:18HSI22-000082HANDS: enHancing Academic performaNce via Deep foreStHuiyan Qiao,Yuling Ma,Yilong Yin
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling11:1811:36HSI22-000051Analysis of the influence of external conditions on temperature readings in thermograms and adaptive adjustment of the measured temperature valuePiotr Filipowicz,Mateusz Kowalewski,Kinga Słomińska,mariusz Kaczmarek
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling11:3611:54HSI22-000063Local Detail Enhancement Network for CNV Typing in OCT Imageschuanzhen xu,Xiaoming Xi,Xiao Yang,Sun Liangyun,Lingzhao Meng,Xiushan Nie
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling11:5412:12HSI22-000064Attention-based Interactions Network for Breast Tumor Classification with Multi-modality ImagesXiao Yang,Xiaoming Xi,chuanzhen xu,Liangyun Sun,Lingzhao Meng,Xiushan Nie
Saturday 30 July 2022Room 2Session 3.2: Visual Media Computing and Cognitive Modeling12:1212:30HSI22-000066Comparison of image pre-processing methods in liver segmentation taskKamil Kaczor,Paweł Nadachowski,Maksymilian Operlejn,Artur Piastowski,Marta Zielonka,Jan Cychnerski,Alicja Kwaśniewska
Saturday 30 July 2022Lunch12:3013:30Lunch
Session 4.1: Advances in Human Activity and Facial RecognitionSession Chaired By:Prof. Kanghyun Jo and Prof. Eenjun Hwang
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition13:3013:48HSI22-000056Fine-Grained Soccer Actions Classification using Deep Neural NetworkANIK SEN,Syed Md. Minhaz Hossain,Mohammad Ashraf Russo,Kaushik Deb,Kanghyun Jo
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition13:4814:06HSI22-000052Towards Safety in Open-field Agricultural Robotic Applications: A Method for Human Risk Assessment using ClassifiersJose Carlos Mayoral Banos,Lars Grimstad,Pål Johan From,Grzegorz Cielniak
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition14:0614:24HSI22-000081Person Search via Background and Foreground Contrastive learningQing Tang,Kanghyun Jo
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition14:2414:42HSI22-000072Face De-Identification Scheme using Landmark-Based InpaintingHyeonwoo Kim,Junsuk Lee,Eenjun Hwang
Saturday 30 July 2022Room 1Session 4.1: Advances in Human Activity and Facial Recognition14:4215:00HSI22-000100Face Super-resolution Based on Multi-source ReferencesHui Yu,Muwei Jian,Rui Wang
Session 4.2: Innovations in Pedestrian and Transport Systems InteractionSession Chaired By:Prof. Jacek Rumiński and Prof. Yihsin Ho
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction13:3013:48HSI22-000021Pothole - related Traffic Safety Detection based on Deep LearningWEIYU WANG,Yihsin Ho
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction13:4814:06HSI22-000053AITP an AI Thermal Pedestrians DatasetAleksandra Górska,Patrycja Guzal,Iga Namiotko,Aleksandra Wędołowska,Martyna Włoszczyńska,Jacek Ruminski
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction14:0614:24HSI22-000019Pedestrian detection in low-resolution thermal imagesAleksandra Górska,Patrycja Guzal,Iga Namiotko,Aleksandra Wędołowska,Martyna Włoszczyńska,Jacek Rumiski
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction14:2414:42HSI22-000010Autonomous Driving Systems: An Overview of Challenges in Safety, Reliability and PrivacyRuqaiyah Memon,Keyvan Arezoo,Khalil Alipour,Mohammad Ghamari
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction14:4215:00HSI22-000085Vehicle Identification and Classification for Smart Transportation using Artificial Intelligence- A ReviewJagdish Patni
Saturday 30 July 2022Room 2Session 4.2: Innovations in Pedestrian and Transport Systems Interaction15:0015:18HSI22-000043Road Traffic Network Division for a Parallel Dynamic Network Loading AlgorithmTomas Potuzak,Frantisek Kolovsky
Saturday 30 July 2022Afternoon Tea15:0015:30Afternoon Tea
Session 5.1: Advances in Virtual Reality and Voice AssistantsSession Chaired By:Prof. Kaushik Deb and Prof. Thilo Sauter
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants15:3015:48HSI22-000045Intelligent Voice Assistants in home care: an initial overview on requirements, hopes and fears of professionalsEdith Birrer,Martin Biallas
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants15:4816:06HSI22-000018"Totally Unnecessary" or "Simply Convenient" – About Users and Non-Users of Voice AssistantsBettina Pospisil,Thilo Sauter,Albert Treytl,Edith Huber,Walter Seboeck
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants16:0616:24HSI22-000093Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality GamingThimal Kempitiya,Daswin de Silva,Ebonie Rio,Richard Skarbez,Damminda Alahakoon
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants16:2416:42HSI22-000044A Virtual Reality Study Investigating the Effect of Cybersickness on the Relationship Between Vection and Presence Across Environments with Varying Levels of Ecological RelevanceShady Mohamed,Saeid Nahavandi,Lars Kooijman,Houshyar Asadi
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants16:4217:00HSI22-000060Large monitors reduce tracking error in robot-assisted visual-motor tasksFabio Stroppa,Farshid Amirabdollahian,Antonio Frisoli
Saturday 30 July 2022Room 1Session 5.1: Advances in Virtual Reality and Voice Assistants17:0017:18HSI22-000069How Virtual Body Continuity with Different Hand Representations Influence on User Perceptions and Task PerformanceJingjing Zhang,Mengjie Huang,Xiaohang Tang,Yiqi Wang,Rui Yang
Session 5.2: Innovations in Human-centric AI and Systems InteractionSession Chaired By:Prof. Sho Yokota and Prof Carsten Röcker
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction15:3015:48HSI22-000023Effect of Embodiment and Improving Japanese Students` English Pronunciation and Prosody with Humanoid RobotEvan Krisdityawan,Sho Yokota,Akihiro Matsumoto,Daisuke Chugo,Satoshi Muramatsu,Hiroshi Hashimoto
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction15:4816:06HSI22-000073User Expectations Regarding Design Dimensions of Adapative Assistance SystemsMario Heinz-Jakobs,Hendrik Oestreich,Sebastian Wrede,Carsten Röcker
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction16:0616:24HSI22-000068What Design Choices are Effective in Inducing Fear and Tension in First-Person PC Horror Games?Kai-Lun Liao,Mengjie Huang,Rui Yang
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction16:2416:42HSI22-000061Comparative Modern Retail Landscapes of Thai Retail Format Types: Omni-Channel and Value Proposition PerspectivesKorakit Piyamongkol,Singha Chaveesuk
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction16:4217:00HSI22-000017Interactive Painting Volumetric Cloud Scenes with Simple Sketches Based on Deep LearningLida Huang,Mirjam Palosaari Eladhari,Sindri Magnússon,Thomas Westin,Nanxu Su
Saturday 30 July 2022Room 2Session 5.2: Innovations in Human-centric AI and Systems Interaction17:0017:18HSI22-000006Study on the influence of Font Type on the Aesthetics Evaluation of Food PackagingXiaotong Chen,Wencheng Tang
Saturday 30 July 2022AquariumConference Dinner at the Melbourne Aquarium, King St, Melbourne18:0022:00Conference Dinner at the Melbourne Aquarium, King St, Melbourne
Day 3
Sunday 31 July 2022Plenary RoomOpening Keynote9:0010:30KN1Opening Keynote - AGI & Self-Structuring AI by Professor Damminda Alahakoon
Sunday 31 July 2022Morning Tea10:3011:00Morning Tea
Session 6.1: Innovations in Healthcare and Human EmotionsSession Chaired By:Dr. Lisa Thrainer and Dr. Achini Adikari
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions11:0011:18HSI22-000007Psychosocial Demands and the Acceptance of Mental Health Risk Monitoring Systems at WorkVera Barbara Rick,Christopher Brandl,Alexander Mertens,Verena Nitsch
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions11:1811:36HSI22-000101An Artificial Intelligence Framework for the detection of Emotion Transitions in Telehealth ServicesNishan Mills,Sajani Ranasinghe,Gihan Sameera Wiriththamulla Gamage,Harsha Moraliyage,Nikki McCaffrey,Jessica Bucholc,Katherine Lane,Angela Cahill,Vicki White,Daswin de Silva
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions11:3611:54HSI22-000022ScSer: Supervised Contrastive Learning for Speech Emotion Recognition using TransformersVarun Sai Alaparthi,Tejeswara Reddy,Deepak Abhiram Inagandla,Jay Prakash,Pramod Kumar Singh
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions11:5412:12HSI22-000002Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial IntelligenceKirishnni Prabagar,Kogul Srikandabala,NILAAN LOGANATHAN,Daswin de Silva,Gihan Gamage,Prabod Rathnayaka,Shehan Perera,Damminda Alahakoon
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions12:1212:30HSI22-000004A BERT-Based Idiom detection ModelGihan Sameera Wiriththamulla Gamage,Daswin de Silva,Achini Adikari,Damminda Alahakoon
Sunday 31 July 2022Room 1Session 6.1: Innovations in Healthcare and Human Emotions12:3012:48HSI22-000049Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithmsAleksandra Fraczek,Gabriela Karwowska,Anna Jezierska,Magda Mazur-Milecka,Joanna Liss,Mateusz Miler
Session 6.2: Emerging Technologies in Human System InteractionSession Chaired By:Prof. Seiichiro Katsura, and Harsha Moraliyage
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction11:0011:18HSI22-000039A survey on Automation Technologies used in Network Control and ManagementAptin Babaei,Parham Kebria,Saeid Nahavandi
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction11:1811:36HSI22-000094Programmable smart articulated InterfaceJaafar Gaber,Souad Tayane,Mohamed Ennaji,Ahmed Amine Chafik
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction11:3611:54HSI22-000054Microtransactions in VR. a qualitative Comparison Between Voice User Interface and graphical User InterfaceKarolina Buchta,Piotr Wójcik,Justyna Janicka,Damian Gałuszka,Radosław Sterna,Magdalena Igras-Cybulska
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction11:5412:12HSI22-000027Communication Efficient Federated Learning Framework with Local Momentumrenyou xie,Xiaojun Zhou
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction12:1212:30HSI22-000042A Comparison of Time-Frequency Distributions for Deep learning-Based Speech Assessment of Aphasic PatientsAkshay Kumar,Seedahmed S. Mahmoud,Yin Wang,Serri Faisal,Qiang Fang
Sunday 31 July 2022Room 2Session 6.2: Emerging Technologies in Human System Interaction12:3012:48HSI22-000088Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional ComputingHarsha Moraliyage,sachin kahawala,Daswin de Silva,Damminda Alahakoon
Sunday 31 July 2022Lunch12:3014:00Lunch
End of ConferenceEnd of Conference
Date Session Start End Paper ID Paper Title
Friday 29 July 2022 Plenary Session: Seminal Advances in Human System Interaction 11:00 11:18 HSI22-000102 Human System Interaction in Review:  Opportunities and Challenges for Artificial Intelligence
11:18 11:36 HSI22-000086 Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems
11:36 11:54 HSI22-000026 Systems Dynamics Modeling for Evaluating Socio-Technical Vulnerabilities in Advanced Persistent Threats
11:54 12:12 HSI22-000001 An Interdisciplinary View on Humane Interfaces for Digital Shadows in the Internet of Production
12:12 12:30 HSI22-000058 Perception of Supporting Agents Based on the Cognitive Responses of Recipients in a Helping Situation
Friday 29 July 2022 Session 1.1: Advances in Robot and Sensor Interactions 13:30 13:48 HSI22-000046 Gait analysis using body-installed RGB-D camera and inertial sensors
13:48 14:06 HSI22-000036 Comparison Study of inertial Sensor Signal Combination for Human Activity Recognition Based on Convolutional Neural Networks
14:06 14:24 HSI22-000057 Optimal placement of IMU Sensor for the detection of children Activity
14:24 14:42 HSI22-000034 5G for Low-latency Human-Robot Collaborations; Challenges and Solutions
14:42 15:00 HSI22-000067 Physical Human-Robot Interaction (pHRI) through Admittance Control of Dynamic Movement Primitives in Sit-to-Stand Assistance Robot
Friday 29 July 2022 Session 1.2: Net Zero Emissions and Energy AI 13:30 13:48 HSI22-000041 A Hybrid Tree-Based Ensemble Learning Model for Day-Ahead Peak Load Forecasting
13:48 14:06 HSI22-000030 Environmental and Social monitoring in existing building structures – results of a case study within several historical buildings
14:06 14:24 HSI22-000080 Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions
14:24 14:42 HSI22-000090 UNICON:  An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University Setting
14:42 15:00 HSI22-000089 Specialist vs Generalist:  A Transformer Architecture for Global Forecasting Energy Time Series
Friday 29 July 2022 Session 2.1: Advances in Ocular and Brain Interfaces 15:30 15:48 HSI22-000059 Eye-tracking everywhere – software Supporting disabled people in Interaction with computers
15:48 16:06 HSI22-000016 Blink recognition using flexible graphene stress sensor and RFID chipless tagging technology
16:06 16:24 HSI22-000014 POSSIBLE ONLINE-A method for distinguishing between involuntary and voluntary blinks based on graphene sensor
16:24 16:42 HSI22-000005 A Dynamic Adjustment System of Vehicle Rearview Mirror using Gaze detection
16:42 17:00 HSI22-000048 Deep learning approach on surface EEG Based Brain Computer Interface
17:00 17:18 HSI22-000062 EEG error-related potentials elicited by user-initiated errors at different levels of game difficulty
Friday 29 July 2022 Session 2.2: Energy AI, Telediagnostics and Blockchain 15:30 15:48 HSI22-000071 Data-Correlation Energy Management of Smart Homes with Rooftop Photovoltaic and Plug-in Electric Vehicles
15:48 16:06 HSI22-000099 UNISOLAR:  An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting
16:06 16:24 HSI22-000091 Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting
16:24 16:42 HSI22-000083 Cooee:  An Artificial Intelligence Chatbot for Complex Energy Environments
16:42 17:00 HSI22-000040 Computer Aided Telediagnostics System for Stoma Patients
17:00 17:18 HSI22-000024 An Analysis of the Features Considerable for NFT Recommendations
Saturday 30 July 2022 Session 3.1: Advances in  Tactile and Kinesthetic Interfaces 11:00 11:18 HSI22-000031 Motion-Copying System Based on Modeling of Finger Force Characteristics using Upper Limb-EMG
11:18 11:36 HSI22-000075 Servo Control of Finger MP Joint by Functional Electrical Stimulation of Lumbrical and Extensor Digitorum Muscle
11:36 11:54 HSI22-000035 Predicting Human Performance in Vertical Hierarchical Menu Selection in Immersive AR Using Hand-gesture and Head-gaze
11:54 12:12 HSI22-000029 Identification of Wrist Elastic Moment in Healthy Subjects for Control by Functional Electrical Stimulation
12:12 12:30 HSI22-000025 Joint Space Based Force Sensorless Bilateral Control with BP Neural Network Gravity Compensation for 6-PSS Parallel Actuator
Saturday 30 July 2022 Session 3.2: Visual Media Computing and Cognitive Modeling 11:00 11:18 HSI22-000082 HANDS:  enHancing Academic performaNce via Deep foreSt
11:18 11:36 HSI22-000051 analysis of the influence of external conditions on temperature readings in thermograms and adaptive Adjustment of the measured temperature value
11:36 11:54 HSI22-000063 Local Detail Enhancement Network for CNV Typing in OCT Images
11:54 12:12 HSI22-000064 Attention-based Interactions Network for Breast Tumor Classification with Multi-modality Images
12:12 12:30 HSI22-000066 Comparison of image pre-processing methods in liver segmentation task
Saturday 30 July 2022 Session 4.1: Advances in Human Activity and Facial Recognition 13:30 13:48 HSI22-000056 Fine-Grained Soccer Actions Classification using Deep Neural Network
13:48 14:06 HSI22-000052 Towards Safety in Open-field Agricultural Robotic Applications: A Method for Human Risk Assessment using Classifiers
14:06 14:24 HSI22-000081 Person Search via Background and Foreground Contrastive learning
14:24 14:42 HSI22-000072 Face De-Identification Scheme using Landmark-Based Inpainting
14:42 15:00 HSI22-000100 Face Super-resolution Based on Multi-source References
Saturday 30 July 2022 Session 4.2: Innovations in Pedestrian and Transport Systems Interaction 13:30 13:48 HSI22-000021 Pothole-related Traffic Safety Detection  based on Deep Learning
13:48 14:06 HSI22-000053 AITP – AI Thermal Pedestrians Dataset
14:06 14:24 HSI22-000019 Pedestrian detection in low-resolution thermal images
14:24 14:42 HSI22-000010 Autonomous Driving Systems: An Overview of Challenges in Safety, Reliability and Privacy
14:42 15:00 HSI22-000085 Vehicle Identification and Classification for Smart Transportation using Artificial Intelligence- A Review
15:00 15:18 HSI22-000043 Road Traffic Network Division for a Parallel Dynamic Network Loading Algorithm
Saturday 30 July 2022 Session 5.1: Advances in Virtual Reality and Voice Assistants 15:30 15:48 HSI22-000045 Intelligent Voice Assistants in home care: an initial overview on requirements, hopes and fears of professionals
15:48 16:06 HSI22-000018 “Totally Unnecessary” or “Simply Convenient” – About Users and Non-Users of Voice Assistants
16:06 16:24 HSI22-000093 Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming
16:24 16:42 HSI22-000044 A Virtual Reality Study Investigating the Effect of Cybersickness on the Relationship Between Vection and Presence Across Environments with Varying Levels of Ecological Relevance
16:42 17:00 HSI22-000060 Large monitors reduce tracking error in robot-assisted visual-motor tasks
17:00 17:18 HSI22-000069 How Virtual Body Continuity with Different Hand Representations Influence on User Perceptions and Task Performance
Saturday 30 July 2022 Session 5.2: Innovations in Human-centric AI and Systems Interaction 15:30 15:48 HSI22-000023 Effect of Embodiment and Improving Japanese Students` English Pronunciation and Prosody with Humanoid Robot
15:48 16:06 HSI22-000073 User Expectations Regarding Design Dimensions of Adapative Assistance Systems
16:06 16:24 HSI22-000068 What Design Choices are Effective in Inducing  Fear and Tension in First-Person PC Horror Games?
16:24 16:42 HSI22-000061 Comparative Modern Retail Landscapes of Thai Retail Format Types: Omni-Channel and Value Proposition Perspectives
16:42 17:00 HSI22-000017 Interactive Painting Volumetric Cloud Scenes with Simple Sketches Based on Deep Learning
17:00 17:18 HSI22-000006 Study on the influence of Font Type on the Aesthetics Evaluation of Food Packaging
Sunday 31 July 2022 Session 6.1: Innovations in Healthcare and Human Emotions 11:00 11:18 HSI22-000007 Psychosocial Demands and the Acceptance of Mental Health Risk Monitoring Systems at Work
11:18 11:36 HSI22-000101 An Artificial Intelligence Framework for the detection of Emotion Transitions in Telehealth Services
11:36 11:54 HSI22-000022 ScSer: Supervised Contrastive Learning for Speech Emotion Recognition using Transformers
11:54 12:12 HSI22-000002 Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence
12:12 12:30 HSI22-000004 A BERT-Based Idiom detection Model
12:30 12:48 HSI22-000049 Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms
Sunday 31 July 2022 Session 6.2: Emerging Technologies in Human System Interaction 11:00 11:18 HSI22-000039 A survey on Automation Technologies used in Network Control and Management
11:18 11:36 HSI22-000094 Programmable smart articulated Interface
11:36 11:54 HSI22-000054 Microtransactions in VR. a qualitative Comparison Between Voice User Interface and graphical User Interface
11:54 12:12 HSI22-000027 Communication Efficient Federated Learning Framework with Local Momentum
12:12 12:30 HSI22-000042 A Comparison of Time-Frequency Distributions for Deep learning-Based Speech Assessment of Aphasic Patients
12:30 12:48 HSI22-000088 Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing