On Development Practices for End Users. - Alessandro Bozzon; Marco Brambilla 001; Muhammad Imran 002; Florian Daniel; Fabio Casati (SeCO Workshop, 2010)

Autonomic Fault Identification for Ubiquitous Self Healing Systems. - Junaid Ahsenali Chaudhry; Muhammad Imran 002 (UIC/ATC Workshops, 2010)

A Scientific Resource Space for Advanced Research Evaluation Scenarios. - Cristhian Parra; Muhammad Imran 002; Daniil Mirylenka; Florian Daniel; Fabio Casati; Maurizio Marchese (SEBD, 2011)

ResEval Mash: a mashup tool that speaks the language of the user. - Muhammad Imran 002; Florian Daniel; Fabio Casati; Maurizio Marchese (CHI Extended Abstracts, 2012)

On the Systematic Development of Domain-Specific Mashup Tools for End Users. - Muhammad Imran 002; Stefano Soi; Felix Kling; Florian Daniel; Fabio Casati; Maurizio Marchese (ICWE, 2012)

Developing domain-specific mashup tools for end users. - Florian Daniel; Muhammad Imran 002; Felix Kling; Stefano Soi; Fabio Casati; Maurizio Marchese (WWW (Companion Volume), 2012)

ResEval mash: a mashup tool for advanced research evaluation. - Muhammad Imran 002; Felix Kling; Stefano Soi; Florian Daniel; Fabio Casati; Maurizio Marchese (WWW (Companion Volume), 2012)

Developing Mashup Tools for End-Users: On the Importance of the Application Domain. - Fabio Casati; Florian Daniel; Antonella De Angeli; Muhammad Imran 002; Stefano Soi; Chritopher R. Wilkinson; Maurizio Marchese (Int. J. Next Gener. Comput., 2012)

Tweet4act: Using incident-specific profiles for classifying crisis-related messages. - Soudip Roy Chowdhury; Muhammad Imran 002; Muhammad Rizwan Asghar; Sihem Amer-Yahia; Carlos Castillo 001 (ISCRAM, 2013)

Extracting information nuggets from disaster- Related messages in social media. - Muhammad Imran 002; Shady Elbassuoni; Carlos Castillo 001; Fernando Diaz 001; Patrick Meier (ISCRAM, 2013)

Practical extraction of disaster-relevant information from social media. - Muhammad Imran 002; Shady Elbassuoni; Carlos Castillo 001; Fernando Diaz 001; Patrick Meier (WWW (Companion Volume), 2013)

An Effective End-User Development Approach Through Domain-Specific Mashups for Research Impact Evaluation. - Muhammad Imran 002 (CoRR, 2013)

Engineering Crowdsourced Stream Processing Systems. - Muhammad Imran 002; Ioanna Lykourentzou; Carlos Castillo 001 (CoRR, 2013)

A Real-time Heuristic-based Unsupervised Method for Name Disambiguation in Digital Libraries. - Muhammad Imran 002; Syed Zeeshan Haider Gillani; Maurizio Marchese (D Lib Mag., 2013)

An Effective End-User Development Approach through Domain-Specific Mashups for Research Impact Evaluation. - Muhammad Imran 002 (2013)

Coordinating human and machine intelligence to classify microblog communications in crises. - Muhammad Imran 002; Carlos Castillo 001; Jesse Lucas; Patrick Meier; Jakob Rogstadius (ISCRAM, 2014)

Integrating Social Media Communications into the Rapid Assessment of Sudden Onset Disasters. - Sarah Vieweg; Carlos Castillo 001; Muhammad Imran 002 (SocInfo, 2014)

Volunteer-powered automatic classification of social media messages for public health in AIDR. - Muhammad Imran 002; Carlos Castillo 001 (WWW (Companion Volume), 2014)

AIDR: artificial intelligence for disaster response. - Muhammad Imran 002; Carlos Castillo 001; Ji Lucas; Patrick Meier; Sarah Vieweg (WWW (Companion Volume), 2014)

Understanding Types of Users on Twitter. - Muhammad Moeen Uddin; Muhammad Imran 002; Hassan Sajjad 001 (CoRR, 2014)

D-Sieve: A Novel Data Processing Engine for Efficient Handling of Crises-Related Social Messages. - Soudip Roy Chowdhury; Hemant Purohit; Muhammad Imran 002 (WWW (Companion Volume), 2015)

Towards a Data-driven Approach to Identify Crisis-Related Topics in Social Media Streams. - Muhammad Imran 002; Carlos Castillo 001 (WWW (Companion Volume), 2015)

Processing Social Media Messages in Mass Emergency: A Survey. - Muhammad Imran 002; Carlos Castillo 001; Fernando Diaz 001; Sarah Vieweg (ACM Comput. Surv., 2015)

Enabling Digital Health by Automatic Classification of Short Messages. - Muhammad Imran 002; Patrick Meier; Carlos Castillo 001; Andre Lesa; Manuel García-Herranz (Digital Health, 2016)

Summarizing Situational Tweets in Crisis Scenario. - Koustav Rudra; Siddhartha Banerjee; Niloy Ganguly; Pawan Goyal 002; Muhammad Imran 002; Prasenjit Mitra (HT, 2016)

A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting. - Muhammad Imran 002; Sanjay Chawla; Carlos Castillo 001 (ICDM, 2016)

Cross-Language Domain Adaptation for Classifying Crisis-Related Short Messages. - Muhammad Imran 002; Prasenjit Mitra; Jaideep Srivastava (ISCRAM, 2016)

Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages. - Muhammad Imran 002; Prasenjit Mitra; Carlos Castillo 001 (LREC, 2016)

Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response. - Ferda Ofli; Patrick Meier; Muhammad Imran 002; Carlos Castillo 001; Devis Tuia; Rey Nicolas; Julien Briant; Pauline M. Rudd; Friedrich Reinhard; Matthew Parkan; Stéphane Joost (Big Data, 2016)

Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks. - Dat Tien Nguyen; Kamla Al-Mannai; Shafiq R. Joty; Hassan Sajjad 001; Muhammad Imran 002; Prasenjit Mitra (CoRR, 2016)

Applications of Online Deep Learning for Crisis Response Using Social Media Information. - Dat Tien Nguyen; Shafiq R. Joty; Muhammad Imran 002; Hassan Sajjad 001; Prasenjit Mitra (CoRR, 2016)

Summarizing Situational and Topical Information During Crises. - Koustav Rudra; Siddhartha Banerjee; Niloy Ganguly; Pawan Goyal 002; Muhammad Imran 002; Prasenjit Mitra (CoRR, 2016)

Enabling Rapid Classification of Social Media Communications During Crises. - Muhammad Imran 002; Prasenjit Mitra; Jaideep Srivastava (Int. J. Inf. Syst. Crisis Response Manag., 2016)

Image4Act: Online Social Media Image Processing for Disaster Response. - Firoj Alam; Muhammad Imran 002; Ferda Ofli (ASONAM, 2017)

Damage Assessment from Social Media Imagery Data During Disasters. - Dat Tien Nguyen; Ferda Ofli; Muhammad Imran 002; Prasenjit Mitra (ASONAM, 2017)

Classifying Information from Microblogs during Epidemics. - Koustav Rudra; Ashish Sharma 004; Niloy Ganguly; Muhammad Imran 002 (DH, 2017)

Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks. - Dat Tien Nguyen; Kamla Al-Mannai; Shafiq R. Joty; Hassan Sajjad 001; Muhammad Imran 002; Prasenjit Mitra (ICWSM, 2017)

Interactive Monitoring of Critical Situational Information on Social Media. - Michaël Aupetit 001; Muhammad Imran 002 (ISCRAM, 2017)

Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises. - Dat Tien Nguyen; Firoj Alam; Ferda Ofli; Muhammad Imran 002 (ISCRAM, 2017)

User-Assisted Information Extraction from Twitter During Emergencies. - Zoha Sheikh; Hira Masood; Sharifullah Khan; Muhammad Imran 002 (ISCRAM, 2017)

Domain Adaptation with Adversarial Training and Graph Embeddings. - Firoj Alam; Shafiq R. Joty; Muhammad Imran 002 (ACL (1), 2018)

Localizing and Quantifying Damage in Social Media Images. - Xukun Li; Doina Caragea; Huaiyu Zhang; Muhammad Imran 002 (ASONAM, 2018)

Social-EOC: Serviceability Model to Rank Social Media Requests for Emergency Operation Centers. - Hemant Purohit; Carlos Castillo 001; Muhammad Imran 002; Rahul Pandey (ASONAM, 2018)

Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets. - Firoj Alam; Shafiq R. Joty; Muhammad Imran 002 (ICWSM, 2018)

CrisisMMD: Multimodal Twitter Datasets from Natural Disasters. - Firoj Alam; Ferda Ofli; Muhammad Imran 002 (ICWSM, 2018)

A Twitter Tale of Three Hurricanes: Harvey, Irma, and Maria. - Firoj Alam; Ferda Ofli; Muhammad Imran 002; Michaël Aupetit 001 (ISCRAM, 2018)

Classification of Twitter Disaster Data Using a Hybrid Feature-Instance Adaptation Approach. - Reza Mazloom; HongMin Li 001; Doina Caragea; Muhammad Imran 002; Cornelia Caragea (ISCRAM, 2018)

Understanding eyewitness reports on Twitter during disasters. - Kiran Zahra; Muhammad Imran 002; Frank O. Ostermann (ISCRAM, 2018)

Identifying Sub-events and Summarizing Disaster-Related Information from Microblogs. - Koustav Rudra; Pawan Goyal 002; Niloy Ganguly; Prasenjit Mitra; Muhammad Imran 002 (SIGIR, 2018)

Ranking of Social Media Alerts with Workload Bounds in Emergency Operation Centers. - Hemant Purohit; Carlos Castillo 001; Muhammad Imran 002; Rahul Pandey (WI, 2018)

Processing Social Media Messages in Mass Emergency: Survey Summary. - Muhammad Imran 002; Carlos Castillo 001; Fernando Diaz 001; Sarah Vieweg (WWW (Companion Volume), 2018)

Processing Social Media Images by Combining Human and Machine Computing during Crises. - Firoj Alam; Ferda Ofli; Muhammad Imran 002 (Int. J. Hum. Comput. Interact., 2018)

Editorial of the Special Issue on Social Media in Crisis Management. - Christian Reuter 001; Amanda Lee Hughes; Starr Roxanne Hiltz; Muhammad Imran 002; Linda Plotnick (Int. J. Hum. Comput. Interact., 2018)

Humanitarian health computing using artificial intelligence and social media: A narrative literature review. - Luis Fernández-Luque; Muhammad Imran 002 (Int. J. Medical Informatics, 2018)

Exploitation of Social Media for Emergency Relief and Preparedness: Recent Research and Trends. - Saptarshi Ghosh 001; Kripabandhu Ghosh; Debasis Ganguly; Tanmoy Chakraborty 002; Gareth J. F. Jones; Marie-Francine Moens; Muhammad Imran 002 (Inf. Syst. Frontiers, 2018)

Classifying and Summarizing Information from Microblogs During Epidemics. - Koustav Rudra; Ashish Sharma 004; Niloy Ganguly; Muhammad Imran 002 (Inf. Syst. Frontiers, 2018)

From Situational Awareness to Actionability: Towards Improving the Utility of Social Media Data for Crisis Response. - Himanshu Zade; Kushal Shah; Vaibhavi Rangarajan; Priyanka Kshirsagar; Muhammad Imran 002; Kate Starbird (Proc. ACM Hum. Comput. Interact., 2018)

CrisisDPS: Crisis Data Processing Services. - Firoj Alam; Ferda Ofli; Muhammad Imran 002 (ISCRAM, 2019)

Requirements for Software to Support the use of Social Media in Emergency Management: A Delphi Study. - Starr Roxanne Hiltz; Amanda Lee Hughes; Muhammad Imran 002; Linda Plotnick; Robert Power; Murray Turoff (ISCRAM, 2019)

Identifying Disaster Damage Images Using a Domain Adaptation Approach. - Xukun Li; Doina Caragea; Cornelia Caragea; Muhammad Imran 002; Ferda Ofli (ISCRAM, 2019)

#CampFireMissing: An Analysis of Tweets About Missing and Found People From California Wildfires. - Humaira Waqas; Muhammad Imran 002 (ISCRAM, 2019)

A Hybrid Domain Adaptation Approach for Identifying Crisis-Relevant Tweets. - Reza Mazloom; Hongmin Li 001; Doina Caragea; Cornelia Caragea; Muhammad Imran 002 (Int. J. Inf. Syst. Crisis Response Manag., 2019)

Localizing and quantifying infrastructure damage using class activation mapping approaches. - Xukun Li; Doina Caragea; Huaiyu Zhang; Muhammad Imran 002 (Soc. Netw. Anal. Min., 2019)

Summarizing Situational Tweets in Crisis Scenarios: An Extractive-Abstractive Approach. - Koustav Rudra; Pawan Goyal 002; Niloy Ganguly; Muhammad Imran 002; Prasenjit Mitra (IEEE Trans. Comput. Soc. Syst., 2019)

Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response. - Firoj Alam; Ferda Ofli; Muhammad Imran 002; Tanvirul Alam; Umair Qazi (ASONAM, 2020)

Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets. - Reem Suwaileh; Muhammad Imran 002; Tamer Elsayed; Hassan Sajjad 001 (COLING, 2020)

Detecting Natural Disasters, Damage, and Incidents in the Wild. - Ethan Weber; Nuria Marzo; Dim P. Papadopoulos; Aritro Biswas; Àgata Lapedriza; Ferda Ofli; Muhammad Imran 002; Antonio Torralba 001 (ECCV (19), 2020)

Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence. - Muhammad Imran 002; Firoj Alam; Umair Qazi; Steve Peterson; Ferda Ofli (ISCRAM, 2020)

Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response. - Ferda Ofli; Firoj Alam; Muhammad Imran 002 (ISCRAM, 2020)

Social media in conflicts and crises. - Christian Reuter 001; Stefan Stieglitz; Muhammad Imran 002 (Behav. Inf. Technol., 2020)

Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria. - Firoj Alam; Ferda Ofli; Muhammad Imran 002 (Behav. Inf. Technol., 2020)

Standardizing and Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. - Firoj Alam; Hassan Sajjad 001; Muhammad Imran 002; Ferda Ofli (CoRR, 2020)

Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions. - Muhammad Imran 002; Ferda Ofli; Doina Caragea; Antonio Torralba 001 (Inf. Process. Manag., 2020)

Automatic identification of eyewitness messages on twitter during disasters. - Kiran Zahra; Muhammad Imran 002; Frank O. Ostermann (Inf. Process. Manag., 2020)

Detection of Disaster-Affected Cultural Heritage Sites from Social Media Images Using Deep Learning Techniques. - Pakhee Kumar; Ferda Ofli; Muhammad Imran 002; Carlos Castillo 001 (ACM Journal on Computing and Cultural Heritage, 2020)

GeoCoV19: a dataset of hundreds of millions of multilingual COVID-19 tweets with location information. - Umair Qazi; Muhammad Imran 002; Ferda Ofli (ACM SIGSPATIAL Special, 2020)

GeoCoV19: A Dataset of Hundreds of Millions of Multilingual COVID-19 Tweets with Location Information. - Umair Qazi; Muhammad Imran 002; Ferda Ofli (IEEE DataPort, 2020)

HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks. - Firoj Alam; Umair Qazi; Muhammad Imran 002; Ferda Ofli (ICWSM, 2021)

CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. - Firoj Alam; Hassan Sajjad 001; Muhammad Imran 002; Ferda Ofli (ICWSM, 2021)

Towards Using Remote Sensing and Social Media Data for Flood Mapping. - Zainab Akhtar; Ferda Ofli; Muhammad Imran 002 (ISCRAM, 2021)

Non-traditional data sources: providing insights into sustainable development. - Ingmar Weber; Muhammad Imran 002; Ferda Ofli; Fouad Mrad; Jennifer Colville; Mehdi Fathallah; Alissar Chaker; Wigdan Seed Ahmed (Commun. ACM, 2021)

Social Media Images Classification Models for Real-time Disaster Response. - Firoj Alam; Tanvirul Alam; Ferda Ofli; Muhammad Imran 002 (CoRR, 2021)

Mapping Vulnerable Populations with AI. - Benjamin Kellenberger; John E. Vargas-Muñoz; Devis Tuia; Rodrigo Caye Daudt; Konrad Schindler; Thao T.-T. Whelan; Brenda Ayo; Ferda Ofli; Muhammad Imran 002 (CoRR, 2021)

RweetMiner: Automatic identification and categorization of help requests on twitter during disasters. - Irfan Ullah 004; Sharifullah Khan; Muhammad Imran 002; Young-Koo Lee (Expert Syst. Appl., 2021)

Using social media for sub-event detection during disasters. - Loris Belcastro; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio; Francesco Branda; Themis Palpanas; Muhammad Imran 002 (J. Big Data, 2021)

AI for Disaster Rapid Damage Assessment from Microblogs. - Muhammad Imran 002; Umair Qazi; Ferda Ofli; Steve Peterson; Firoj Alam (AAAI, 2022)

A Real-Time System for Detecting Landslide Reports on Social Media Using Artificial Intelligence. - Ferda Ofli; Umair Qazi; Muhammad Imran 002; Julien Roch; Catherine Pennington; Vanessa J. Banks; Rémy Bossu (ICWE, 2022)

Fight Detection from Still Images in the Wild. - Seymanur Akti; Ferda Ofli; Muhammad Imran 002; Hazim Kemal Ekenel (WACV (Workshops), 2022)

Fine-grained Population Mapping from Coarse Census Counts and Open Geodata. - Nando Metzger; John E. Vargas-Muñoz; Rodrigo Caye Daudt; Benjamin Kellenberger; Thao Ton-That Whelan; Ferda Ofli; Muhammad Imran 002; Konrad Schindler; Devis Tuia (CoRR, 2022)

TBCOV: Two Billion Multilingual COVID-19 Tweets with Sentiment, Entity, Geo, and Gender Labels. - Muhammad Imran 002; Umair Qazi; Ferda Ofli (Data, 2022)

IDRISI-RA: The First Arabic Location Mention Recognition Dataset of Disaster Tweets. - Reem Suwaileh; Muhammad Imran 002; Tamer Elsayed (ACL (1), 2023)

CrisisFACTS 2023 - Overview Paper. - Cody Buntain; Amanda Lee Hughes; Richard McCreadie; Benjamin D. Horne; Muhammad Imran 002; Hemant Purohit (TREC, 2023)

IDRISI-D: Arabic and English Datasets and Benchmarks for Location Mention Disambiguation over Disaster Microblogs. - Reem Suwaileh; Tamer Elsayed; Muhammad Imran 002 (ArabicNLP, 2023)

Mapping Flood Exposure, Damage, and Population Needs Using Remote and Social Sensing: A Case Study of 2022 Pakistan Floods. - Zainab Akhtar; Umair Qazi; Rizwan Sadiq; Aya El-Sakka; Muhammad Sajjad; Ferda Ofli; Muhammad Imran 002 (WWW, 2023)

MEDIC: a multi-task learning dataset for disaster image classification. - Firoj Alam; Tanvirul Alam; Md. Arid Hasan; Abul Hasnat 001; Muhammad Imran 002; Ferda Ofli (Neural Comput. Appl., 2023)

A survey on computer vision based human analysis in the COVID-19 era. - Fevziye Irem Eyiokur; Alperen Kantarci; Mustafa Ekrem Erakin; Naser Damer; Ferda Ofli; Muhammad Imran 002; Janez Krizaj; Albert Ali Salah; Alexander Waibel; Vitomir Struc; Hazim Kemal Ekenel (Image Vis. Comput., 2023)

Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents. - Ethan Weber; Dim P. Papadopoulos; Àgata Lapedriza; Ferda Ofli; Muhammad Imran 002; Antonio Torralba 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

IDRISI-RE: A generalizable dataset with benchmarks for location mention recognition on disaster tweets. - Reem Suwaileh; Tamer Elsayed; Muhammad Imran 002 (Inf. Process. Manag., 2023)

Landslide detection in real-time social media image streams. - Ferda Ofli; Muhammad Imran 002; Umair Qazi; Julien Roch; Catherine Pennington; Vanessa J. Banks; Rémy Bossu (Neural Comput. Appl., 2023)

Flood Insights: Integrating Remote and Social Sensing Data for Flood Exposure, Damage, and Urgent Needs Mapping. - Zainab Akhtar; Umair Qazi; Aya El-Sakka; Rizwan Sadiq; Ferda Ofli; Muhammad Imran 002 (AAAI, 2024)

Analyzing Mentions of Death in COVID-19 Tweets. - Divya Mani Adhikari; Muhammad Imran 002; Umair Qazi; Ingmar Weber (ICWSM, 2024)

Fusing remote and social sensing data for flood impact mapping. - Zainab Akhtar; Umair Qazi; Aya El-Sakka; Rizwan Sadiq; Ferda Ofli; Muhammad Imran 002 (AI Mag., 2024)

CrisisViT: A Robust Vision Transformer for Crisis Image Classification. - Zijun Long; Richard McCreadie; Muhammad Imran 002 (CoRR, 2024)

Monitoring Critical Infrastructure Facilities During Disasters Using Large Language Models. - Abdul Wahab Ziaullah; Ferda Ofli; Muhammad Imran 002 (CoRR, 2024)

Robust Training of Social Media Image Classification Models. - Firoj Alam; Tanvirul Alam; Ferda Ofli; Muhammad Imran 002 (IEEE Trans. Comput. Soc. Syst., 2024)

Analyzing Mentions of Death in Covid-19 Tweets. - Divya Mani Adhikari; Muhammad Imran 002; Umair Qazi; Ingmar Weber (Zenodo, 2024)

Evaluating Robustness of LLMs on Crisis-Related Microblogs across Events, Information Types, and Linguistic Features. - Muhammad Imran 002; Abdul Wahab Ziaullah; Kai Chen; Ferda Ofli (WWW, 2025)

"Actionable Help" in Crises: A Novel Dataset and Resource-Efficient Models for Identifying Request and Offer Social Media Posts. - Rabindra Lamsal; Maria Rodriguez Read; Shanika Karunasekera; Muhammad Imran 002 (CoRR, 2025)

CReMa: Crisis Response Through Computational Identification and Matching of Cross-Lingual Requests and Offers Shared on Social Media. - Rabindra Lamsal; Maria Rodriguez Read; Shanika Karunasekera; Muhammad Imran 002 (IEEE Trans. Comput. Soc. Syst., 2025)

Detecting Actionable Requests and Offers on Social Media During Crises Using LLMs. - Ahmed El Fekih Zguir; Ferda Ofli; Muhammad Imran 002 (CoRR, 2025)

Bias-aware face mask detection dataset. - Alperen Kantarci; Ferda Ofli; Muhammad Imran 002; Hazim Kemal Ekenel (Multim. Tools Appl., 2025)