Proceedings of the 2006 international conference on Wireless communications and mobile computing
Bibliographic record
Abstract
It is our great pleasure to welcome you to the International Wireless Communications and Mobile Computing Conference (IWCMC 2006). This year's Conference continues its tradition of being the premier forum for presentation of research results and experience reports on leading edge issues of Wireless Networking and Communications as well as Mobile Computing and Security. The mission of the Conference is to share novel basic research ideas as well as experimental applications in the wireless areas in addition to identifying new directions for future research and development. IWCMC 2006 gives researchers a unique opportunity to share their perspectives with others interested in the various aspects of Wireless Networking, Wireless Communication, Information Theory and Mobile Computing.The call for papers attracted more than 550 submissions from Asia, Canada, Europe, Africa, and the United States. The program committee accepted 270 papers that cover a variety of topics, including next generation networks, MIMO Systems, Cross-Layer Design, Multimedia over Wireless, Mobile Computing, Wireless LNAs and MANs, Next Generation Networks, Ad-Hoc and Sensor Networks, Information Theory and security of computers and networks. In addition, the program includes four Tutorials and a keynote speech by Philippe Jette, General Manager, Marketing & Business Development at Bell Mobility Canada, on Enabling the Future Mobile Environment. We hope that these CDs will serve as a valuable reference to researchers and developers in the area.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.063 | 0.050 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".