ICDM Workshops - researchr conference series publications

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 100 from 6388

2023

CaT: Balanced Continual Graph Learning with Graph CondensationYilun Liu 0005, Ruihong Qiu, Zi Huang. icdm 2023: 1157-1162 [doi]

Momentum is All You Need for Data-Driven Adaptive OptimizationYizhou Wang 0006, Yue Kang 0002, Can Qin, Huan Wang 0014, Yi Xu 0005, Yulun Zhang, Yun Fu 0001. icdm 2023: 1385-1390 [doi]

A Risk-Averse Framework for Non-Stationary Stochastic Multi-Armed BanditsRéda Alami, Mohammed Mahfoud, Mastane Achab. icdm 2023: 272-280 [doi]

The Strength of Influence Ties in Stock Networks: Empirical Analysis for Portfolio SelectionThiago Ambiel, Douglas Castilho, André C. P. L. F. de Carvalho. icdm 2023: 456-464 [doi]

LogGC: Novel Approach for Graph-based Log Anomaly DetectionStefan Andonov, Gjorgji Madjarov. icdm 2023: 1194-1202 [doi]

Speaker Identification based on MFSC voice feature extraction using TransformerLiao Bao, Yi Zuo. icdm 2023: 1-7 [doi]

Fault Detection in Telecom Networks Using Bi-Level Federated Graph Neural NetworksRémi Bourgerie, Tahar Zanouda. icdm 2023: 1608-1617 [doi]

Recall and Selectivity Normalized in Class Labels as a Classification Performance MetricRobert Burduk. icdm 2023: 894-902 [doi]

Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data AugmentationXunxin Cai, Meng Xiao 0001, Zhiyuan Ning, Yuanchun Zhou. icdm 2023: 956-961 [doi]

Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data AugmentationXunxin Cai, Meng Xiao 0001, Zhiyuan Ning, Yuanchun Zhou. icdm 2023: 1424-1429 [doi]

Explainable Ensemble Machine Learning for Wheat Grain IdentificationMalgorzata Charytanowicz. icdm 2023: 903-911 [doi]

VAM: Value Propensity Score For User Acquisition Marketing CampaignSayantan Chattopadhyay, Chandrai Kayal, Satyen Abrol. icdm 2023: 8-15 [doi]

A Cash Flow Based Framework for Asset-Liability Management with Deep Reinforcement LearningZhizuo Chen. icdm 2023: 465-474 [doi]

Multimodal Deep Learning with Boosted Trees for Edge InferencePenny Chong, Laura Wynter, Bharathi Chaudhury. icdm 2023: 99-108 [doi]

Applying Machine Learning in Personality-based Persuasion MarketingEvripides Christodoulou, Andreas Gregoriades. icdm 2023: 16-23 [doi]

ViGEO: an Assessment of Vision GNNs in Earth ObservationLuca Colomba, Paolo Garza. icdm 2023: 816-822 [doi]

Clustering High-dimensional Toxicogenomics Data with Rare SignalsGuojing Cong, Scott Auerbach. icdm 2023: 608-614 [doi]

ICA model estimation using a mixed learning rule based on genetic algorithms and neural networksDoru Constantin, Costel Balcau, Doru Anastasiu Popescu. icdm 2023: 363-370 [doi]

Equipping Federated Graph Neural Networks with Structure-aware Group FairnessNan Cui, Xiuling Wang, Wendy Hui Wang, Violet Chen, Yue Ning. icdm 2023: 980-985 [doi]

Exploring the Confounding Factors of Academic Career Success: An Empirical Study with Deep Predictive ModelingChenguang Du, Deqing Wang, Fuzhen Zhuang, Hengshu Zhu. icdm 2023: 1453-1462 [doi]

Surrogate uncertainty estimation for your time series forecasting black-box: learn when to trustLeonid Erlygin, Vladimir Zholobov, Valeriia Baklanova, Evgeny Sokolovskiy, Alexey Zaytsev 0002. icdm 2023: 1247-1258 [doi]

Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning ApproachBrian Etter, James Lee Hu, MohammadReza Ebrahimi, Weifeng Li 0002, Xin Li 0108, Hsinchun Chen. icdm 2023: 101-109 [doi]

Concordance Learning with Spectral Decay on Triplet SimilarityJiansheng Fang, Jiajian Li. icdm 2023: 998-1003 [doi]

Robustness Certification of k-Nearest NeighborsNicolò Fassina, Francesco Ranzato, Marco Zanella. icdm 2023: 110-119 [doi]

Enhancing Sequential Next-Item Prediction through Modelling Non-Item PagesElisabeth Fischer, Daniel Schlör, Albin Zehe, Andreas Hotho. icdm 2023: 128-136 [doi]

Balancing Summarization and Change Detection in Graph StreamsShintaro Fukushima, Kenji Yamanishi. icdm 2023: 1025-1030 [doi]

SimEXT: Self-supervised Representation Learning for Extreme Values in Time SeriesAsadullah Hill Galib, Pang-Ning Tan, Lifeng Luo. icdm 2023: 1031-1036 [doi]

Feedback Decision Transformer: Offline Reinforcement Learning With FeedbackLiad Giladi, Gilad Katz. icdm 2023: 1037-1042 [doi]

Preference-Constrained Career Path Optimization: An Exploration Space-Aware Stochastic ModelPengzhan Guo, Keli Xiao, Hengshu Zhu, Qingxin Meng 0002. icdm 2023: 120-129 [doi]

Temporal Positive Collective Matrix Factorization for Interpretable Trend Analysis in Recommender SystemsTomofumi Hara, Yuki Sumiya, Kazuhide Nakata. icdm 2023: 24-30 [doi]

Zero-Shot Recommendations with Pre-Trained Large Language Models for Multimodal NudgingRachel M. Harrison, Anton Dereventsov, Anton Bibin. icdm 2023: 1535-1542 [doi]

Review-Enhanced Sequential Recommendation with Self-Attention and Graph Collaborative FeaturesYunqi Hong, Wei Ye 0001. icdm 2023: 1493-1499 [doi]

Operating Range Estimation for Price OptimizationShunnosuke Ikeda, Naoki Nishimura, Shunji Umetani. icdm 2023: 31-36 [doi]

A Symbolic Representation of Two-Dimensional Time Series for Arbitrary Length DTW MotifMakoto Imamura, Takaaki Nakamura. icdm 2023: 1067-1072 [doi]

The Issue of Baselines in Explainability MethodsGeorge Ioannou, Andreas Stafylopatis. icdm 2023: 958-965 [doi]

Explainable Adaptive Tree-based Model Selection for Time-Series ForecastingMatthias Jakobs, Amal Saadallah. icdm 2023: 180-189 [doi]

SSK-DNN: Semantic and Sentiment Knowledge for Incremental Text Sentiment ClassificationJawad Khan, Niaz Ahmad, Chanyeok Choi, Saif Ullah, Gyurin Kim, Youngmoon Lee. icdm 2023: 52-59 [doi]

Deep Emotions Across Languages: A Novel Approach for Sentiment Propagation in Multilingual WordNetsJan Kocon. icdm 2023: 744-749 [doi]

Tree-based Kendall's τ Maximization for Explainable Unsupervised Anomaly DetectionLanfang Kong, Alexis Huet, Dario Rossi 0001, Mauro Sozio. icdm 2023: 1073-1078 [doi]

Citation Style Classification: a Comparison of Machine Learning ApproachesArtyom Kopan, Anna N. Smirnova, Ilya Shchuckin, Vladislav Makeev, George A. Chernishev. icdm 2023: 1058-1064 [doi]

Combining Self-labeling with Selective SamplingJedrzej Kozal, Michal Wozniak. icdm 2023: 70-79 [doi]

Defending Network IDS against Adversarial Examples with Continual LearningJedrzej Kozal, Justyna Zwolinska, Marek Klonowski, Michal Wozniak 0001. icdm 2023: 60-69 [doi]

Alternative Speech: Complementary Method to Counter-Narrative for Better DiscourseSeungyoon Lee, Dahyun Jung, Chanjun Park, Seolhwa Lee, HeuiSeok Lim. icdm 2023: 1438-1442 [doi]

Heterogeneous Treatment Effect Estimation with Subpopulation Identification for Personalized Medicine in Opioid Use DisorderSeungYeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang 0016. icdm 2023: 1079-1084 [doi]

GAFNO: Gated Adaptive Fourier Neural Operator for Task-Agnostic Time Series ModelingXin-Yi Li, Yu-Bin Yang. icdm 2023: 1133-1138 [doi]

GMMDA: Gaussian Mixture Modeling of Graph in Latent Space for Graph Data AugmentationYanjin Li, Linchuan Xu, Kenji Yamanishi. icdm 2023: 319-328 [doi]

An Adaptive PID-Incorporated Non-Negative Latent Factor Analysis ModelJinli Li, Chengxuan Zhou, Ye Yuan 0014. icdm 2023: 424-428 [doi]

Anisotropic Knowledge Empowers Efficient Recommender System through Generative-Mapping Representation LearningLinfeng Li, Hai Liu 0004, Zhaoli Zhang. icdm 2023: 1352-1359 [doi]

Enhancing Interpretability in AI-Generated Image Detection with Genetic ProgrammingMingqian Lin, Lin Shang 0001, Xiaoying Gao. icdm 2023: 371-378 [doi]

Context Retrieval via Normalized Contextual Latent Interaction for Conversational AgentJunfeng Liu, Zhuocheng Mei, Kewen Peng, Ranga Raju Vatsavai. icdm 2023: 1543-1550 [doi]

Promoting Robustness of Randomized Smoothing: Two Cost-Effective ApproachesLinbo Liu, Trong Nghia Hoang, Lam M. Nguyen, Tsui-Wei Weng. icdm 2023: 1145-1150 [doi]

Refining the Unseen: Self-supervised Two-stream Feature Extraction for Image Quality AssessmentYiwei Lou, Yanyuan Chen, Dexuan Xu, Doudou Zhou, Yongzhi Cao, Hanpin Wang, Yu Huang 0004. icdm 2023: 1193-1198 [doi]

Matrix Profile XXX: MADRID: A Hyper-Anytime and Parameter-Free Algorithm to Find Time Series Anomalies of all LengthsYue Lu, Thirumalai Vinjamoor Akhil Srinivas, Takaaki Nakamura, Makoto Imamura, Eamonn J. Keogh. icdm 2023: 1199-1204 [doi]

Deep Attention Q-Network for Personalized Treatment RecommendationSimin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang. icdm 2023: 329-337 [doi]

An IoT-based Approach to Expert Recommendation in Community Question Answering for Disaster RecoveryDavide Macrì, Antonio Francesco Gentile, Pietro Sabatino. icdm 2023: 860-867 [doi]

Leveraging Implicit Knowledge in Recommender Systems for Maternal HealthNegar Maleki, Balaji Padmanabhan, Kaushik Dutta. icdm 2023: 338-347 [doi]

Multi-Dictionary Tensor DecompositionMaxwell McNeil, Petko Bogdanov. icdm 2023: 1217-1222 [doi]

Develop End-to-End Anomaly Detection SystemEmanuele Mengoli, Zhiyuan Yao, Wutao Wei, Thomas H. Clausen. icdm 2023: 1370-1379 [doi]

Fast & Efficient Learning of Bayesian Networks from Data: Knowledge Discovery and CausalitySein Minn, Shunkai Fu. icdm 2023: 966-975 [doi]

Annotating Panic in Social Media using Active Learning, Transformers and Domain KnowledgeSandra Mitrovic, Fabio Frisone, Suryam Gupta, Chiara Lucifora, Dragana Carapic, Carlo Schillaci, Samuele Di Giovanni, Ayushi Singh. icdm 2023: 1269-1278 [doi]

Exploiting Local Information with Subgraph Embedding for Graph Neural NetworksHyung-Jun Moon, Sung-Bae Cho. icdm 2023: 1113-1120 [doi]

A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport RidershipHugues Moreau, Etienne Côme, Allou Samé, Latifa Oukhellou. icdm 2023: 1259-1268 [doi]

Towards graph-based forecasting with attention for real-world restaurant salesHenrique Duarte Moura, Leonid Kholkine, Lynn D'eer, Kevin Mets, Tom De Schepper. icdm 2023: 560-569 [doi]

Where You Are Is What You Do: On Inferring Offline Activities From Location DataAlameen Najjar, Kyle Mede. icdm 2023: 836-843 [doi]

Towards A Foundation Model For Trajectory IntelligenceAlameen Najjar. icdm 2023: 832-835 [doi]

The Need for Practical Legal and Ethical Guidelines for Explainable AI-based Network Intrusion Detection SystemsAleksandra Pawlicka, Marek Pawlicki, Rafal Kozik, Michal Choras. icdm 2023: 253-261 [doi]

FASM and FAST-YB: Significant Pattern Mining with False Discovery Rate ControlPaolo Pellizzoni, Karsten M. Borgwardt. icdm 2023: 1265-1270 [doi]

Time Series Anomaly Detection using Diffusion-based ModelsIoana Pintilie, Andrei Manolache, Florin Brad. icdm 2023: 570-578 [doi]

Generating assessment tests using image-based itemsDoru Anastasiu Popescu, Doru Constantin, Nicolae Bold. icdm 2023: 379-385 [doi]

Exhaustive Evaluation of Dynamic Link PredictionFarimah Poursafaei, Reihaneh Rabbany. icdm 2023: 1121-1130 [doi]

Levels of disability in the older population of England: An unsupervised and self-supervised learning approachMarjan Qazvini. icdm 2023: 633-641 [doi]

Continuous-Time Temporal Graph Learning on Provenance GraphsJakub Reha, Giulio Lovisotto, Michele Russo, Alessio Gravina, Claas Grohnfeldt. icdm 2023: 1131-1140 [doi]

Mining Java Memory Errors using Subjective Interesting Subgroups with Hierarchical TargetsYoucef Remil, Anes Bendimerad, Mathieu Chambard, Romain Mathonat, Marc Plantevit, Mehdi Kaytoue. icdm 2023: 1221-1230 [doi]

Epsilon non-Greedy: A Bandit Approach for Unbiased Recommendation via Uniform DataS. M. F. Sani, Seyed Abbas Hosseini, Hamid R. Rabiee. icdm 2023: 147-156 [doi]

FairLabel: Correcting Bias in LabelsSrinivasan H. Sengamedu, Hien Pham. icdm 2023: 262-271 [doi]

Fast Multi-Modal Multi-Instance Support Vector Machine for Fine-grained Chest X-ray RecognitionHoon Seo, Hua Wang 0007. icdm 2023: 1295-1300 [doi]

A lightweight and unsupervised approach for identifying risk events in news articlesMaryam Shahsavari, Omar Khadeer Hussain, Morteza Saberi, Pankaj Sharma. icdm 2023: 37-43 [doi]

On the Verification of Embeddings with Hybrid Markov LogicAnup Shakya, Abisha Thapa Magar, Somdeb Sarkhel, Deepak Venugopal. icdm 2023: 1301-1306 [doi]

BLRGCN: A dynamic traffic flow prediction model based on spatiotemporal graph convolutional networkQiuhao Shi, Xiaolong Xu, Xuanyan Liu. icdm 2023: 844-851 [doi]

INFRANET: Forecasting intermittent time series using DeepNet with parameterized conditional demand and size distributionDiksha Shrivastava, Sarthak Pujari, Yatin Katyal, Siddhartha Asthana, Chandrudu K, Aakashdeep Singh. icdm 2023: 1591-1599 [doi]

Increasing Entropy to Boost Policy Gradient Performance on Personalization TasksAndrew Starnes, Anton Dereventsov, Clayton G. Webster. icdm 2023: 1551-1558 [doi]

Study of Topology Bias in GNN-based Knowledge Graphs AlgorithmsAnil Surisetty, Aakarsh Malhotra, Deepak Chaurasiya, Sudipta Modak, Siddharth Yerramsetty, Alok Singh, Liyana Sahir, Esam Abdel-Raheem. icdm 2023: 1149-1156 [doi]

Rule Mining for Correcting Classification ModelsHirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara 0001. icdm 2023: 1331-1336 [doi]

22MP, Fusing catch 22 and the Matrix Profile to Produce an Efficient and Interpretable Anomaly DetectorSadaf Tafazoli, Yue Lu, Renjie Wu 0001, Thirumalai Vinjamoor Akhil Srinivas, Hannah Dela Cruz, Ryan Mercer, Eamonn J. Keogh. icdm 2023: 568-577 [doi]

Video Sentiment Analysis for Child SafetyYee Sen Tan, Nicole Anne Teo Huiying, Ezekiel En Zhe Ghe, Jolie Zhi Yi Fong, Zhaoxia Wang 0001. icdm 2023: 783-790 [doi]

Andragogy Meets ChatGPT in Lifelong Learning: Exploring Opportunities and ChallengesRenata Tomaszewska. icdm 2023: 868-874 [doi]

Temporally Dynamic Session-Keyword Aware Sequential Recommendation SystemHariram Veeramani, Surendrabikram Thapa, Usman Naseem. icdm 2023: 157-164 [doi]

E2VQ: Enabling Expressive, Efficient, and Verifiable Queries over Blockchain DatabasesZexin Wang, Qiang Wang 0005, Zi Jiao, Zhifan Huang, Changsheng Zhang 0001, Fucai Zhou, Che Bian. icdm 2023: 682-690 [doi]

Federated Knowledge Graph Completion via Latent Embedding Sharing and Tensor FactorizationMaolin Wang, Dun Zeng, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao 0001. icdm 2023: 1361-1366 [doi]

Can Neural Networks Distinguish High-school Level Mathematical Concepts?Sebastian Wankerl, Andrzej Dulny, Gerhard Götz, Andreas Hotho. icdm 2023: 1397-1402 [doi]

ESOA Algorithm Based on learning rate optimization in Convolutional neural networksPeiyang Wei, Xiaoyu Shi, Jiesan Zhou. icdm 2023: 435-439 [doi]

From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment AnalysisStanislaw Wozniak, Jan Kocon. icdm 2023: 799-808 [doi]

Advanced Volleyball Stats for All Levels: Automatic Setting Tactic Detection and Classification with a Single CameraHaotian Xia, Rhys Tracy, Yun Zhao 0001, Yuqing Wang, Yuan-Fang Wang, Weining Shen. icdm 2023: 1407-1416 [doi]

Context Sketching for Memory-efficient Graph Representation LearningKai-Lang Yao, Wu-Jun Li. icdm 2023: 738-747 [doi]

SGD with Partial Hessian for Deep Recommendation System OptimizationGorkem Yencak, Emre Sefer. icdm 2023: 181-187 [doi]

Concentric Ring Loss for Face Forgery DetectionYu Yin, Yue Bai, Yizhou Wang, Yun Fu. icdm 2023: 1505-1510 [doi]

Dimensionality and Curvature Selection of Graph Embedding using Decomposed Normalized Maximum Likelihood Code-LengthRyo Yuki, Atsushi Suzuki, Kenji Yamanishi. icdm 2023: 1517-1522 [doi]

Unlocking Decentralized Lending Protocols: Semantic Unification and Risk Spillover AssessmentTianze Zhang, Haolin Ren, Qian'ang Mao, Cong Ma, Shuxi Liang, Daning Hu, Xiao Fan Liu. icdm 2023: 691-697 [doi]

Data Intrusion Tolerance Model based on Game Theory for Energy InternetZhanwang Zhu, Yiming Yuan, Song Deng. icdm 2023: 323-328 [doi]

STSD: Modeling Spatial Temporal Staticity and Dynamicity in Traffic ForecastingGuanghui Zhu, Haojun Hou, Peiliang Wang, Chunfeng Yuan, Yihua Huang 0001. icdm 2023: 1565-1570 [doi]

Links

Filter by Year

[-]
OR AND NOT 1

Filter by Tag

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top terms

[+]
OR AND NOT 1

ICDM Workshops (icdm)

Viewing Publication 1 - 100 from 6388

2023

Links

Filter by Year [-]OR AND NOT 1

Filter by Tag [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top terms [+]OR AND NOT 1

ICDM Workshops (icdm)

Viewing Publication 1 - 100 from 6388

2023

Filter by Year

[-]
OR AND NOT 1

Filter by Tag

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top terms

[+]
OR AND NOT 1